2024

ref_biblio

M. Dia, G. Khodabandelou, A. Q. M. Sabri, and A. Othmani, "Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning," Biomedical Signal Processing and Control, vol. 89, pp. 105712, Mar. 2024. <10.1016/j.bspc.2023.105712>. <hal-04317121>.

ref_biblio

Y. Madani, K. Madani, S. Touzain, S. Mallarino, S. Cohendoz, and B. Peraudeau, "Experimental and numerical analysis of the fracture behavior of an epoxy-based marine coating under static tension and accelerated aging effect in NaCl solution," Journal of the Brazilian Society of Mechanical Sciences and Engineering, vol. 46, no. 6, pp. 379, May. 2024. <10.1007/s40430-024-04960-5>. <hal-04986087>.

2023

ref_biblio

A. Hazan, "Production process networks: a trophic analysis," Journal of Physics: Complexity, vol. 4, no. 1, pp. 015011, Mar. 2023. <10.1088/2632-072X/acbd7c>. <hal-04317303>.

ref_biblio

A. Othmani, A. Q. M. Sabri, S. Aslan, F. Chaieb, H. Rameh, R. Alfred, and D. Cohen, "EEG-based neural networks approaches for fatigue and drowsiness detection: A survey," Neurocomputing, vol. 557, pp. 126709, Nov. 2023. <10.1016/j.neucom.2023.126709>. <hal-04317189>.

ref_biblio

A. Othmani, B. Brahem, and Y. Haddou, "Machine-Learning-Based Approaches for Post-Traumatic Stress Disorder Diagnosis Using Video and EEG Sensors: A Review," IEEE Sensors Journal, vol. 23, no. 20, pp. 24135-24151, Oct. 2023. <10.1109/JSEN.2023.3312172>. <hal-04317225>.

ref_biblio

A. Roshdy, S. Al Kork, T. Beyrouthy, and A. Nait-Ali, "Simplicial Homology Global Optimization of EEG Signal Extraction for Emotion Recognition," Robotics, vol. 12, no. 4, pp. 99, Jul. 2023. <10.3390/robotics12040099>. <hal-04320178>.

ref_biblio

D. Molinié, K. Madani, V. Amarger, and A. Chebira, "Identifying the Regions of a Space with the Self-Parameterized Recursively Assessed Decomposition Algorithm (SPRADA)," Machine Learning and Knowledge Extraction, vol. 5, no. 3, pp. 979-1009, Aug. 2023. <10.3390/make5030051>. <hal-04317231>.

ref_biblio

D. Zheng, T. Wang, G. Jian, L. Li, X. Ji, and K. Madani, "Mixed-Reality-Based Teleoperation Grasping Control," Presence: Teleoperators and Virtual Environments, vol. 32, pp. 81-98, Dec. 2023. <10.1162/pres\_a\_00402>. <hal-04613323>.

ref_biblio

D. Zheng, T. Wang, L. Li, and K. Madani, "A Novel Grasping Teleoperation Control for Dual-Handed System," Journal of Intelligent and Robotic Systems, vol. 108, no. 3, pp. 33, Jun. 2023. <10.1007/s10846-023-01863-w>. <hal-04317208>.

ref_biblio

K. Madani, A. Rinaldi, C. Russo, and C. Tommasino, "A combined approach for improving humanoid robots autonomous cognitive capabilities," Knowledge and Information Systems (KAIS), vol. 65, no. 8, pp. 3197-3221, Mar. 2023. <10.1007/s10115-023-01844-3>. <hal-04317237>.

ref_biblio

M. A. L. Sawadogo, F. Pala, G. Singh, I. Selmi, P. Puteaux, and A. Othmani, "PTSD in the wild: a video database for studying post-traumatic stress disorder recognition in unconstrained environments," Multimedia Tools and Applications, vol. 83, no. 14, pp. 42861-42883, Oct. 2023. <10.1007/s11042-023-17203-x>. <hal-04794169>.

ref_biblio

S. W. H. Khor, A. Q. Md Sabri, and A. Othmani, "Autism classification and monitoring from predicted categorical and dimensional emotions of video features," Signal, Image and Video Processing, Aug. 2023. <10.1007/s11760-023-02699-5>. <hal-04317141>.

ref_biblio

S. Yasin, A. Othmani, I. Raza, and S. A. Hussain, "Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A comprehensive review," Computers in Biology and Medicine, vol. 159, pp. 106741, Jun. 2023. <10.1016/j.compbiomed.2023.106741>. <hal-04320367>.

ref_biblio

T. Hafs, H. Zehir, A. Hafs, and A. Nait-Ali, "Multimodal Biometric System Based on the Fusion in Score of Fingerprint and Online Handwritten Signature," Applied Computer Systems, vol. 28, no. 1, pp. 58-65, Jun. 2023. <10.2478/acss-2023-0006>. <hal-04613299>.

ref_biblio

Y. X. Teoh, A. Othmani, K. W. Lai, S. L. Goh, and J. Usman, "Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative," Computer Methods and Programs in Biomedicine, vol. 242, pp. 107807, Dec. 2023. <10.1016/j.cmpb.2023.107807>. <hal-04317144>.

2022

ref_biblio

A. Othmani, A.-O. Zeghina, and M. Muzammel, "A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data," Computer Methods and Programs in Biomedicine, vol. 226, pp. 107132, Nov. 2022. <10.1016/j.cmpb.2022.107132>. <hal-04317298>.

ref_biblio

A. Othmani, D. Han, X. Gao, R. Ye, and A. Hadid, "Kinship recognition from faces using deep learning with imbalanced data," Multimedia Tools and Applications, vol. 82, no. 10, pp. 15859-15874, Oct. 2022. <10.1007/s11042-022-14058-6>. <hal-04317329>.

ref_biblio

A. Othmani, and A. O. Zeghina, "A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept," Healthcare Analytics, vol. 2, pp. 100090, Nov. 2022. <10.1016/j.health.2022.100090>. <hal-04320344>.

ref_biblio

A. Panahi, R. Askari Moghadam, B. Tarvirdizadeh, and K. Madani, "Simplified U-Net as a deep learning intelligent medical assistive tool in glaucoma detection," Evolutionary Intelligence, Sep. 2022. <10.1007/s12065-022-00775-2>. <hal-04317310>.

ref_biblio

A. Panahi, R. Askari Moghadam, M. Akrami, and K. Madani, "Deep Residual Neural Network for COVID-19 Detection from Chest X-ray Images," SN Computer Science, vol. 3, no. 2, pp. 169, Feb. 2022. <10.1007/s42979-022-01067-3>. <hal-04320351>.

ref_biblio

D. Cherifi, N. Falkoun, F. Ouakouak, L. Boubchir, and A. Nait-Ali, "EEG Signal Feature Extraction and Classification for Epilepsy Detection," Informatica, vol. 46, no. 4, Dec. 2022. <10.31449/inf.v46i4.3768>. <hal-04613302>.

ref_biblio

D. Molinié, K. Madani, and V. Amarger, "Clustering at the Disposal of Industry 4.0: Automatic Extraction of Plant Behaviors," Sensors, vol. 22, no. 8, pp. 2939, Apr. 2022. <10.3390/s22082939>. <hal-04317340>.

ref_biblio

E. Rejaibi, A. Komaty, F. Meriaudeau, S. Agrebi, and A. Othmani, "MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech," Biomedical Signal Processing and Control, vol. 71, pp. 103107, Jan. 2022. <10.1016/j.bspc.2021.103107>. <hal-04317257>.

ref_biblio

H. Terbouche, L. Schoneveld, O. Benson, and A. Othmani, "Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning," IEEE Access, vol. 10, pp. 41622-41638, 2022. <10.1109/ACCESS.2022.3164745>. <hal-04317315>.

ref_biblio

J. Walsh, A. Othmani, M. Jain, and S. Dev, "Using U-Net network for efficient brain tumor segmentation in MRI images," Healthcare Analytics, vol. 2, pp. 100098, Nov. 2022. <10.1016/j.health.2022.100098>. <hal-04320348>.

ref_biblio

R. E. Saleh, S. Chantaf, and A. Nait-Ali, "Identification of facial skin diseases from face phenotypes using FSDNet in uncontrolled environment," Machine Vision and Applications, vol. 33, no. 2, pp. 22, Feb. 2022. <10.1007/s00138-021-01259-6>. <hal-04317268>.

ref_biblio

S. K. W. Hwooi, A. Othmani, and A. Q. M. Sabri, "Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space," IEEE Access, vol. 10, pp. 96053-96065, 2022. <10.1109/ACCESS.2022.3205018>. <hal-04317321>.

ref_biblio

W. Abdallah, D. Kanzari, D. Sallami, K. Madani, and K. Ghedira, "A deep reinforcement learning based decision-making approach for avoiding crowd situation within the case of Covid'19 pandemic," Computational Intelligence, vol. 38, no. 2, pp. 416-437, Mar. 2022. <10.1111/coin.12516>. <hal-04317346>.

2021

ref_biblio

A. R. Hazourli, A. Djeghri, H. Salam, and A. Othmani, "Multi-facial patches aggregation network for facial expression recognition and facial regions contributions to emotion display," Multimedia Tools and Applications, vol. 80, no. 9, pp. 13639-13662, Jan. 2021. <10.1007/s11042-020-10332-7>. <hal-04317361>.

ref_biblio

C. Russo, K. Madani, and A. M. Rinaldi, "An Unsupervised Approach for Knowledge Construction Applied to Personal Robots," IEEE Transactions on Cognitive and Developmental Systems, vol. 13, no. 1, pp. 6-15, Mar. 2021. <10.1109/TCDS.2020.2983406>. <hal-04317417>.

ref_biblio

L. Schoneveld, A. Othmani, and H. Abdelkawy, "Leveraging recent advances in deep learning for audio-Visual emotion recognition," Pattern Recognition Letters, vol. 146, pp. 1-7, Jun. 2021. <10.1016/j.patrec.2021.03.007>. <hal-04032955>.

ref_biblio

M. Ilyas, and A. Nait-Ali, "Auditory perception vs. face based systems for human age estimation in unsupervised environments: from countermeasure to multimodality," Pattern Recognition Letters, vol. 142, pp. 39-45, Feb. 2021. <10.1016/j.patrec.2020.11.016>. <hal-04317413>.

ref_biblio

M. Muzammel, H. Salam, and A. Othmani, "End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis," Computer Methods and Programs in Biomedicine, vol. 211, pp. 106433, Nov. 2021. <10.1016/j.cmpb.2021.106433>. <hal-04317380>.

ref_biblio

R. Sadeghian Broujeny, K. Madani, A. Chebira, V. Amarger, and L. Hurtard, "A Heating Controller Designing Based on Living Space Heating Dynamic’s Model Approach in a Smart Building," Energies, vol. 14, no. 4, pp. 998, Feb. 2021. <10.3390/en14040998>. <hal-04317366>.

ref_biblio

S. Yasin, S. A. Hussain, S. Aslan, I. Raza, M. Muzammel, and A. Othmani, "EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review," Computer Methods and Programs in Biomedicine, vol. 202, pp. 106007, Apr. 2021. <10.1016/j.cmpb.2021.106007>. <hal-04320370>.

ref_biblio

T. Wang, X. Ji, A. Song, K. Madani, A. Chohra, H. Lu, and R. Monero, "Output-Bounded and RBFNN-Based Position Tracking and Adaptive Force Control for Security Tele-Surgery," ACM Transactions on Multimedia Computing, Communications and Applications, vol. 17, no. 2s, pp. 1-15, May. 2021. <10.1145/3394920>. <hal-04317406>.

2020

ref_biblio

A. Hazan, "A network model of freight data with spatial dependence," Journal of Complex Networks, vol. 8, no. 4, Aug. 2020. <10.1093/comnet/cnaa032>. <hal-04317428>.

ref_biblio

A. Othmani, A. R. Taleb, H. Abdelkawy, and A. Hadid, "Age estimation from faces using deep learning: A comparative analysis," Computer Vision and Image Understanding, vol. 196, pp. 102961, Jul. 2020. <10.1016/j.cviu.2020.102961>. <hal-04034369>.

ref_biblio

A. Rinaldi, C. Russo, and K. Madani, "A Semantic Matching Strategy for Very Large Knowledge Bases Integration," International Journal of Information Technology and Web Engineering, vol. 15, no. 2, pp. 1-29, Apr. 2020. <10.4018/IJITWE.2020040101>. <hal-04318148>.

ref_biblio

C. Russo, K. Madani, and A. Rinaldi, "Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots," Neural Processing Letters, vol. 53, no. 5, pp. 3153-3168, Jul. 2020. <10.1007/s11063-020-10311-x>. <hal-04317349>.

ref_biblio

D. Cherifi, E. A. Omar Badis, B. Saddek, and N.-A. Amine, "Feature Level Fusion of Face and voice Biometrics systems using Artificial Neural Network for personal recognition," Informatica, vol. 44, no. 1, Mar. 2020. <10.31449/inf.v44i1.2596>. <hal-04318144>.

ref_biblio

F. M. Zadeh, and A. Nait-Ali, "Adult-child 3D backward face aging model (3D B-FAM)," Journal of Visual Communication and Image Representation, vol. 72, pp. 102803, Oct. 2020. <10.1016/j.jvcir.2020.102803>. <hal-04318209>.

ref_biblio

L. Akrour, S. Ameur, M. Lahdir, R. Fournier, and A. Nait-Ali, "Fast Hyperspectral Image Encoder Based on Supervised Multimodal Scheme," International Journal of Image and Graphics, vol. 21, no. 01, pp. 2150007, Dec. 2020. <10.1142/S0219467821500078>. <hal-04318165>.

ref_biblio

M. Harastani, A. Benterkia, F. M. Zadeh, and A. Nait-Ali, "Methamphetamine drug abuse and addiction: Effects on face asymmetry," Computers in Biology and Medicine, vol. 116, pp. 103475, Jan. 2020. <10.1016/j.compbiomed.2019.103475>. <hal-04318213>.

ref_biblio

M. Ilyas, A. Othmani, and A. Nait-Ali, "Auditory perception based system for age classification and estimation using dynamic frequency sound," Multimedia Tools and Applications, vol. 79, no. 29-30, pp. 21603-21626, May. 2020. <10.1007/s11042-020-08843-4>. <hal-04318115>.

ref_biblio

M. Ilyas, A. Othmani, and A. Nait-Ali, "Computer-aided prediction of hearing loss based on auditory perception," Multimedia Tools and Applications, vol. 79, no. 21-22, pp. 15765-15789, May. 2020. <10.1007/s11042-020-08910-w>. <hal-04318120>.

ref_biblio

M. Ilyas, R. Fournier, A. Othmani, and A. Nait-Ali, "BiometricAccessFilter: A Web Control Access System Based on Human Auditory Perception for Children Protection," Electronics, vol. 9, no. 2, pp. 361, Feb. 2020. <10.3390/electronics9020361>. <hal-04318154>.

ref_biblio

M. Muzammel, H. Salam, Y. Hoffmann, M. Chetouani, and A. Othmani, "AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis," Machine Learning with Applications, vol. 2, pp. 100005, Dec. 2020. <10.1016/j.mlwa.2020.100005>. <hal-04320359>.

ref_biblio

R. Sadeghian Broujeny, K. Madani, A. Chebira, V. Amarger, and L. Hurtard, "Data-Driven Living Spaces’ Heating Dynamics Modeling in Smart Buildings using Machine Learning-Based Identification," Sensors, vol. 20, no. 4, pp. 1071, Feb. 2020. <10.3390/s20041071>. <hal-04318129>.

ref_biblio

S. Said, A. Karar, T. Beyrouthy, S. Alkork, and A. Nait-Ali, "Biometrics Verification Modality Using Multi-Channel sEMG Wearable Bracelet," Applied Sciences, vol. 10, no. 19, pp. 6960, Oct. 2020. <10.3390/app10196960>. <hal-04318203>.

ref_biblio

S. Said, I. Boulkaibet, M. Sheikh, A. Karar, S. Alkork, and A. Nait-Ali, "Machine-Learning-Based Muscle Control of a 3D-Printed Bionic Arm," Sensors, vol. 20, no. 11, pp. 3144, Jun. 2020. <10.3390/s20113144>. <hal-04318150>.

ref_biblio

Y. Su, K. Zhang, J. Wang, D. Zhou, and K. Madani, "Performance analysis of multiple aggregated acoustic features for environment sound classification," Applied Acoustics, vol. 158, pp. 107050, Jan. 2020. <10.1016/j.apacoust.2019.107050>. <hal-04318235>.

2019

ref_biblio

A. Hazan, "A maximum entropy network reconstruction of macroeconomic models," Physica A: Statistical Mechanics and its Applications, vol. 519, pp. 1-17, Apr. 2019. <10.1016/j.physa.2018.12.020>. <hal-04318303>.

ref_biblio

F. M. Zadeh, E. Farazdaghi, R. Fournier, and A. Nait-Ali, "Impact of Aging on Three-Dimensional Facial Verification," Electronics, vol. 8, no. 10, pp. 1170, Oct. 2019. <10.3390/electronics8101170>. <hal-04318183>.

ref_biblio

K. Madani, V. Kachurka, C. Sabourin, and V. Golovko, "A soft-computing-based approach to artificial visual attention using human eye-fixation paradigm: toward a human-like skill in robot vision," Soft Computing, vol. 23, no. 7, pp. 2369-2389, 2019. <10.1007/s00500-017-2931-x>. <hal-04318260>.

ref_biblio

M. Ilyas, A. Othmani, R. Fournier, and A. Nait-Ali, "Auditory Perception Based Anti-Spoofing System for Human Age Verification," Electronics, vol. 8, no. 11, pp. 1313, Nov. 2019. <10.3390/electronics8111313>. <hal-04318254>.

ref_biblio

M. Olteanu, A. Hazan, M. Cottrell, and J. Randon-Furling, "Multidimensional urban segregation: toward a neural network measure," Neural Computing and Applications, vol. 32, no. 24, pp. 18179-18191, May. 2019. <10.1007/s00521-019-04199-5>. <hal-02918596>.

ref_biblio

M. Olteanu, A. Hazan, M. Cottrell, and J. Randon-Furling, "Multidimensional urban segregation: toward a neural network measure," Neural Computing and Applications, vol. 32, no. 24, pp. 18179-18191, May. 2019. <10.1007/s00521-019-04199-5>. <hal-04318243>.

ref_biblio

T. Hafs, L. Bennacer, H. Brahmia, M. Boughazi, and A. Nait-Ali, "Using empirical mode decomposition and Kullback-Leibler distance for online handwritten signature verification," International Journal of Applied Pattern Recognition, vol. 6, no. 1, pp. 15, 2019. <10.1504/IJAPR.2019.104279>. <hal-04614616>.

ref_biblio

Y. Su, K. Zhang, J. Wang, and K. Madani, "Environment Sound Classification Using a Two-Stream CNN Based on Decision-Level Fusion," Sensors, vol. 19, no. 7, pp. 1733, Apr. 2019. <10.3390/s19071733>. <hal-04318247>.

2018

ref_biblio

J. Wang, X. Wang, K. Zhang, K. Madani, and C. Sabourin, "Morphological Band Selection for Hyperspectral Imagery," IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 8, pp. 1259-1263, Aug. 2018. <10.1109/LGRS.2018.2830795>. <hal-04318288>.

ref_biblio

J. Zervudacki, A. Yu, D. Amesefe, J. Wang, J. Drouaud, L. Navarro, and A. Deleris, "Transcriptional control and exploitation of an immune-responsive family of plant retrotransposons," EMBO Journal, vol. 37, no. 14, pp. 1-15, Jun. 2018. <10.15252/embj.201798482>. <hal-02412866>.

ref_biblio

K. Aloui, A. Nait-Ali, and M. S. Naceur, "Using brain prints as new biometric feature for human recognition," Pattern Recognition Letters, vol. 113, pp. 38-45, Oct. 2018. <10.1016/j.patrec.2017.10.001>. <hal-04318325>.

ref_biblio

K. Madani, V. Kachurka, C. Sabourin, V. Amarger, V. Golovko, and L. Rossi, "A Human-like Visual-Attention-based Artificial Vision System for Wildland Firefighting Assistance," Applied Intelligence, vol. 48, no. 8, pp. 2157-2179, 2018. <10.1007/s10489-017-1053-6>. <hal-01681960>.

ref_biblio

S. Bentaieb, A. Ouamri, A. Nait-Ali, and M. Keche, "Face recognition from unconstrained three-dimensional face images using multitask sparse representation," Journal of Electronic Imaging, vol. 27, no. 01, pp. 1, Jan. 2018. <10.1117/1.JEI.27.1.013008>. <hal-04318314>.

ref_biblio

S. Hajiri, F. Kallel, A. Ben Hamida, and A. A. Nait-Ali, "Finger-Knuckle-Print Image Enhancement Based On brightness preserving dynamic fuzzy histogram equalization and filtering Process," Journal of Electronic Imaging, vol. 27, no. 3, 2018. <hal-01865212>.

ref_biblio

Y. Su, J. Wang, K. Zhang, and K. Madani, "Computational modeling of environment deviant sound detection based on human auditory cognitive mechanism," Biologically Inspired Cognitive Architectures, vol. 24, pp. 87-97, Apr. 2018. <10.1016/j.bica.2018.04.002>. <hal-04318283>.

2017

ref_biblio

A. Berekski, F. Bereksi, and A. A. Nait-Ali, "A new system for measurement of the pulse transit time, the pulse wave velocity and its analysis," Journal of Mechanics in Medicine and Biology, vol. 17, no. 1, 2017. <10.1142/S0219519417500105>. <hal-01568403>.

ref_biblio

E. Farazdaghi, and A. A. Nait-Ali, "Backward Face Ageing Model (B-FAM) for Digital Face Image Rejuvenation," IET Biometrics, vol. 6, no. 6, pp. 478-486, 2017. <hal-01681972>.

ref_biblio

E. Farazdaghi, and A. A. Nait-Ali, "Predictive Facial Ageing Model Considering Melanin and UV Exposure Factors," IEEE Transactions on NanoBioscience, 2017. <hal-01681970>.

ref_biblio

J. Wang, K. Zhang, P. Pei, K. K. Madani, and C. Sabourin, "Unsupervised Band Selection using Block Diagonal Sparsity for Hyperspectral Image Classification," IEEE Geoscience and Remote Sensing Letters, vol. 14, no. 11, pp. 2062-2066, 2017. <10.1109/LGRS.2017.2751082>. <hal-01681969>.

ref_biblio

K. Aloui, A. A. Nait-Ali, and M. Saber Naceur, "Using Brain Prints as New Biometric Feature for Human Recognition," Pattern Recognition, 2017. <10.1016/j.patrec.2017.10.001>. <hal-01681974>.

ref_biblio

K. K. Madani, D. Hassan, and C. Sabourin, "A Dual Approach for Machine-Awareness in Indoor Environment Combining Pseudo-3D Imaging and Soft-computing Techniques," International journal of machine learning and cybernetics, vol. 8, no. 6, pp. 1795-1814, 2017. <10.1007/s13042-016-0559-2>. <hal-01568406>.

ref_biblio

K. Zhou, Y. Yu, P. Shen, B. Wang, J. W. Rossen, Y. Xiao, R. Bonnet, and V. Cattoir, "Emergence of a novel Enterobacter kobei clone carrying chromosomal-encoded CTX-M-12 with diversified pathogenicity in northeast China," New Microbes and New Infections, vol. 17, pp. 7 - 10, May. 2017. <10.1016/j.nmni.2017.01.006>. <hal-01682299>.

ref_biblio

T. Brahimi, L. Boubchir, R. A. Fournier, and A. Naït-Ali, "An improved multimodal signal-image compression scheme with application to natural images and biomedical data," Multimedia Tools and Applications, vol. 76, no. 15, pp. 16783-16805, 2017. <hal-01568407>.

ref_biblio

W. Yu, W. Ma, Y. Feng, R. Wang, K. K. Madani, and C. Sabourin, "Generating Human-Like Velocity-Adapted Jumping Gait from sEMG Signals for Bionic Legs Control," Journal of Sensors, 2017. <10.1155/2017/7360953>. <hal-01681971>.

2016

ref_biblio

T. Hafs, L. Bennacer, M. Boughazi, and A. A. Nait-Ali, "Empirical mode decomposition for online handwritten signature verification," IET Biometrics, vol. 5, no. 3, pp. 190-199, 2016. <hal-01568408>.

ref_biblio

W. Yu, H. Feng, Y. Feng, K. K. Madani, and C. Sabourin, "Nonholonomic Mobile System Control By Combining EEG-based BCI with ANFIS," Bio-Medical Materials and Engineering, pp. 1125-1133, 2016. <10.3233/BME-151409>. <hal-01568404>.

2015

ref_biblio

A. Bouchemha, N. Doghmane, M. N. Hamoud, and A. A. Nait-Ali, "Multispectral palmprint recognition methodology based on multiscale representation," Journal of Electronic Imaging, vol. 24, no. 4, pp. 1-11, 2015. <hal-01568410>.

ref_biblio

D. Cherifi, I. Hafnaoui, and A. A. Nait-Ali, "Multimodal Score-Level Fusion Using Hybrid GA-PSO for Multibiometric System," Informatica, IOS Press, vol. 39, no. 2, pp. 209-216, 2015. <hal-01568413>.

ref_biblio

D. M. Ramík, K. K. Madani, and C. Sabourin, "A Soft-Computing basis for robots’ cognitive autonomous learning," Soft Computing, vol. 19, no. 9, pp. 2407--2421, 2015. <10.1007/s00500-014-1495-2>. <hal-01568411>.

ref_biblio

I. Elouedi, R. A. Fournier, A. A. Nait-Ali, and A. Hamouda, "The polynomial Discrete Radon Transform," Signal, Image and Video Processing, vol. 9, no. 1, pp. 145-154, 2015. <hal-01569670>.

ref_biblio

J. Wang, K. Zhang, K. K. Madani, and C. Sabourin, "Salient environmental sound detection framework for machine awareness," Neurocomputing, vol. 152, pp. 444‑454, 2015. <10.1016/j.neucom.2014.09.046>. <hal-01568414>.

ref_biblio

N. Belgacem, A. A. Nait-Ali, R. A. Fournier, and F. B. Reguig, "A novel biometric authentication approach using ECG and EMG signals," Journal of Medical Engineering and Technology, Taylor & Francis, vol. 39, no. 4, pp. 226-238, 2015. <hal-01568416>.

2014

ref_biblio

D. M. Ramík, C. Sabourin, R. Moreno, and K. K. Madani, "A machine learning based intelligent vision system for autonomous object detection and recognition," Applied Intelligence, vol. 40, no. 2, pp. 358‑375, 2014. <10.1007/s10489-013-0461-5>. <hal-01568417>.

ref_biblio

L. Bennacer, B. Bouledjfane, and A. A. Nait-Ali, "Artifact reduction in JPEG2000 compressed images at low bit-rate using mathematical morphology filtering," Signal, Image and Video Processing, vol. 8, no. 4, pp. 677-686, 2014. <hal-01568420>.

2013

ref_biblio

A. Bahrammirzaee, A. C. Chohra, and K. K. Madani, "An Adaptive Approach for Decision Making Tactics in Automated Negotiation," Applied Intelligence, vol. 39, no. 3, pp. 583-606, 2013. <10.1007/s10489-013-0434-8>. <hal-01569662>.

ref_biblio

A. Bahrammirzaee, A. Chohra, and K. Madani, "An Adaptive Approach for Decision Making Tactics in Automated Negotiation," Applied Intelligence, vol. Vol. 39, no. N\textdegree3, pp. 583-606, 2013. <hal-00915540>.

ref_biblio

A. Bahrammirzaee, A. Chohra, and K. Madani, "Time and Personality Based Behaviors To Control the Negotiation Process with Incomplete Information," Transactions on Computational Collective Intelligence, pp. In Press, 2013. <hal-00915539>.

ref_biblio

A. C. Chohra, A. Bahrammirzaee, and K. K. Madani, "Time and Personality Based Behaviors under Cognitive Approach to Control the Negotiation Process with Incomplete Information," Transactions on Computational Collective Intelligence, pp. 69-88, 2013. <10.1007/978-3-642-53878-0\_4>. <hal-01568423>.

ref_biblio

A. Hazan, and J. Randon-Furling, "A Schelling model with switching agents: decreasing segregation via random allocation and social mobility," The European Physical Journal B: Condensed Matter and Complex Systems, vol. 86, no. 10, 2013. <10.1140/epjb/e2013-31142-1>. <hal-01569668>.

ref_biblio

A. Hazan, and J. Randon-Furling, "A Schelling model with switching agents: decreasing segregation via random allocation and social mobility," The European Physical Journal B: Condensed Matter and Complex Systems, vol. 86, no. 10, Oct. 2013. <10.1140/epjb/e2013-31142-1>. <hal-01442130>.

ref_biblio

A. Hazan, and J. Randon-Furling, "A Schelling model with switching agents: decreasing segregation via random allocation and social mobility," The European Physical Journal B: Condensed Matter and Complex Systems, vol. 86, pp. 421, Oct. 2013. <10.1140/epjb/e2013-31142-1>. <hal-00769898>.

ref_biblio

C. Sabourin, W. Yu, and K. K. Madani, "Gait Pattern Based on CMAC Neural Network for Robotic Applications," Neural Processing Letters, vol. 38, no. 2, pp. 261‑279, 2013. <10.1007/s11063-012-9257-6>. <hal-01568426>.

ref_biblio

C. Sabourin, W. Yu, and K. Madani, "Gait Pattern Based on CMAC Neural Network For Robotic Applications," Neural Processing Letters, vol. 38, no. 2, pp. 261-279, 2013. <hal-00915547>.

ref_biblio

D. M. Ramík, C. Sabourin, and K. K. Madani, "Autonomous knowledge acquisition based on artificial curiosity: Application to mobile robots in an indoor environment," Robotics and Autonomous Systems, vol. 61, no. 12, pp. 1680‑1695, 2013. <10.1016/j.robot.2013.06.005>. <hal-01568425>.

ref_biblio

D. M. Ramík, K. K. Madani, and C. Sabourin, "From visual patterns to semantic description: A cognitive approach using artificial curiosity as the foundation," Pattern Recognition Letters, vol. 34, no. 14, pp. 1577‑1588, 2013. <10.1016/j.patrec.2013.05.014>. <hal-01568424>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "Autonomous Knowledge Acquisition based on Artificial Curiosity: Application to Mobile Robots in Indoor Environment," Robotics and Autonomous Systems, pp. DOI 10.1016/j.robot.2013.06.005, 2013, 2013. <hal-00915537>.

ref_biblio

D. M. Ramik, K. Madani, and C. Sabourin, "From Visual Patterns to Semantic Description: a Cognitive Approach Using Artificial Curiosity as the Foundation," Pattern Recognition Letters, pp. DOI 10.1016/j.atrec.2013.05.014, 2013, 2013. <hal-00915536>.

ref_biblio

I. Elouadi, R. Fournier, A. Nait-Ali, and A. Hamouda, "Generalized multi-directional discrete Radon transform," Signal Processing, vol. 93, no. 1, pp. 345-355, 2013. <hal-00924580>.

ref_biblio

I. Elouedi, R. A. Fournier, A. A. Nait-Ali, and A. Hamouda, "Generalized multi-directional discrete Radon transform," Signal Processing, vol. 93, no. 1, pp. 345-355, 2013. <hal-01569725>.

ref_biblio

T. Wang, C. Sabourin, and K. K. Madani, "A Novel Path Planning Approach For Multi-Robot Based Transportation," International Journal of Robotics and Automation, vol. 28, no. 3, pp. 251-259, 2013. <10.2316/Journal.206.2013.3.206-3756>. <hal-01568421>.

ref_biblio

T. Wang, C. Sabourin, and K. Madani, "A Novel Path Planning Approach for Multi-robot Based Transportation," International Journal of Robotics and Automation, pp. DOI 10.2316/Journal.206.2013.3.206-3756, 2013, 2013. <hal-00915544>.

2012

ref_biblio

A. Hazan, "Découplage de système lent/rapide appliqué en Economie et Econophysique," Revue des Nouvelles Technologies de l'Information, pp. 1, Jan. 2012. <hal-00660806>.

ref_biblio

R. Moreno, D. M. Ramik, M. Graña, and K. K. Madani, "Image Segmentation on the Spherical Coordinate Representation of the RGB Color Space," IET Image Processing, vol. 6, no. 9, pp. 1275-1283, 2012. <10.1049/iet-ipr.2011.0634>. <hal-01679980>.

ref_biblio

R. Moreno, D. M. Ramik, M. Graña, and K. Madani, "Image Segmentation on the Spherical Coordinate Representation of the RGB Color Space," IET Image Processing, vol. 6, no. 9, pp. 1275-1283, 2012. <hal-00915549>.

ref_biblio

T. Wang, D. M. Ramik, C. Sabourin, and K. K. Madani, "Intelligent systems for Industrial Robotics: Application in Logistic Field," Industrial Robot: An International Journal, vol. 39, no. 3, pp. 251--259, 2012. <10.1108/01439911211217071>. <hal-01679979>.

ref_biblio

T. Wang, D. M. Ramik, C. Sabourin, and K. Madani, "Intelligent systems for Industrial Robotics: Application in Logistic Field," Industrial Robot: An International Journal, vol. 39, no. 3, pp. 251-259, 2012. <hal-00915550>.

2011

ref_biblio

A. Bahrammirzaee, A. C. Chohra, and K. K. Madani, "An artificial negotiating agent modeling approach embedding dynamic offer generating and cognitive layer," Neurocomputing, vol. 74, no. 16, pp. 2698-2709, 2011. <10.1016/j.neucom.2011.03.026>. <hal-01679985>.

ref_biblio

A. Bahrammirzaee, A. Chohra, and K. Madani, "An artificial negotiating agent modeling approach embedding dynamic offer generating and cognitive layer," Neurocomputing, vol. 74, no. 16, pp. 2698-2709, 2011. <hal-00915551>.

ref_biblio

A. Bahrammirzaee, A. R. Ghatari, P. Ahmadi, and K. K. Madani, "Hybrid Credit Ranking Intelligent System Using Expert System and Artificial Neural Networks," Applied Intelligence, vol. 34, no. 1, pp. 28-46, 2011. <10.1007/s10489-009-0177-8>. <hal-01679983>.

ref_biblio

A. Bahrammirzaee, A. Rajabzadeh Ghatari, P. Ahmadi, and K. Madani, "Hybrid Credit Ranking Intelligent System Using Expert System and Artificial Neural Networks," Applied Intelligence, vol. 34, no. 1, pp. 28-46, 2011. <hal-00915553>.

ref_biblio

K. K. Madani, and C. Sabourin, "Multi-level cognitive machine-learning based concept for human-like ''artificial'' walking: application to autonomous stroll of humanoid robots," Neurocomputing, vol. 74, pp. 1213-1228, 2011. <10.1016/j.neucom.2010.07.021>. <hal-01679984>.

ref_biblio

K. Madani, and C. Sabourin, "Multi-level cognitive machine-learning based concept for human-like ''artificial'' walking: application to autonomous stroll of humanoid robots," Neurocomputing, vol. 74, pp. 1213-1228, 2011. <hal-00915552>.

ref_biblio

M. Merah, A. Ouamri, A. A. Nait-Ali, and M. Kech, "Fault Tolerant Neural Network for ECG Signal Classification Systems," Advances in Electrical and Computer Engineering, vol. 11, no. 3, pp. 17-24, 2011. <hal-01679982>.

2010

ref_biblio

A. Chatterjee, R. A. Fournier, A. Naït-Ali, and P. .. Siarry, "A postural information-based biometric authentication system employing S-transform, radial basis function network, and extended Kalman filtering," IEEE Transactions on Instrumentation and Measurement, vol. 59, no. 12, pp. 3131-3138, 2010. <hal-01679173>.

ref_biblio

A. Chohra, K. K. Madani, and D. Kanzari, "Fuzzy Cognitive and Social Negotiation Agent Strategy for Computational Collective Intelligence," Transactions on Computational Collective Intelligence, pp. 143-159, 2010. <hal-00915554>.

ref_biblio

Z. H. Slimane, and A. Naït-Ali, "QRS complex detection using Empirical Mode Decomposition," Digital Signal Processing, vol. 20, no. 4, pp. 1221-1228, 2010. <hal-01679986>.

2009

ref_biblio

A. O. Zaid, A. Bouallegue, C. Olivier, and A. Naït-Ali, "Wavelet based Compression Denoising of coronary X-Ray Images," International Journal of Signal and Imaging Systems Engineering, vol. 2, no. 1-2, pp. 7-16, 2009. <hal-01679990>.

2023

ref_biblio

A. Fred, C. Sansone, O. Gusikhin, and K. Madani, Deep Learning Theory and Applications, Communications in Computer and Information Science, vol. 1858, Springer Nature Switzerland, 2023. <10.1007/978-3-031-37317-6>. <hal-04320582>.

ref_biblio

A. Fred, C. Sansone, and K. Madani, Deep Learning Theory and Applications, Communications in Computer and Information Science, vol. 1854, Springer Nature Switzerland, 2023. <10.1007/978-3-031-37320-6>. <hal-04322570>.

ref_biblio

J. Garibaldi, C. Wagner, T. Bäck, H.-K. Lam, M. Cottrell, K. Madani, and K. Warwick, Computational Intelligence, Studies in Computational Intelligence, vol. 1119, Springer International Publishing, 2023. <10.1007/978-3-031-46221-4>. <hal-04322567>.

ref_biblio

O. Gusikhin, K. Madani, and H. Nijmeijer, Informatics in Control, Automation and Robotics, Lecture Notes in Electrical Engineering, vol. 1006, Springer International Publishing, 2023. <10.1007/978-3-031-26474-0>. <hal-04322573>.

2022

ref_biblio

O. Gusikhin, K. Madani, and J. Zaytoon, Informatics in Control, Automation and Robotics, Lecture Notes in Electrical Engineering, vol. 793, Springer International Publishing, 2022. <10.1007/978-3-030-92442-3>. <hal-04322574>.

2021

ref_biblio

C. Sabourin, J. J. Merelo, A. L. Barranco, K. Madani, and K. Warwick, Computational Intelligence, Studies in Computational Intelligence, vol. 893, Springer International Publishing, 2021. <10.1007/978-3-030-64731-5>. <hal-04322592>.

ref_biblio

J. J. Merelo, J. Garibaldi, A. Linares-Barranco, K. Warwick, and K. Madani, Computational Intelligence, Studies in Computational Intelligence, vol. 922, Springer International Publishing, 2021. <10.1007/978-3-030-70594-7>. <hal-04322579>.

ref_biblio

O. Gusikhin, K. Madani, and J. Zaytoon, Informatics in Control, Automation and Robotics, Lecture Notes in Electrical Engineering, vol. 720, Springer International Publishing, 2021. <10.1007/978-3-030-63193-2>. <hal-04322586>.

2020

ref_biblio

A. Nait-Ali, Hidden Biometrics, Series in BioEngineering, Springer Singapore, 2020. <10.1007/978-981-13-0956-4>. <hal-04322603>.

ref_biblio

O. Gusikhin, and K. Madani, Informatics in Control, Automation and Robotics, Lecture Notes in Electrical Engineering, vol. 495, Springer International Publishing, 2020. <10.1007/978-3-030-11292-9>. <hal-04475455>.

ref_biblio

O. Gusikhin, and K. Madani, Informatics in Control, Automation and Robotics, Lecture Notes in Electrical Engineering, vol. 495, Springer International Publishing, 2020. <10.1007/978-3-030-11292-9>. <hal-04476510>.

ref_biblio

O. Gusikhin, and K. Madani, Informatics in Control, Automation and Robotics, Lecture Notes in Electrical Engineering, vol. 613, Springer International Publishing, 2020. <10.1007/978-3-030-31993-9>. <hal-04322598>.

2019

ref_biblio

A. Nait-Ali, Biometrics under Biomedical Considerations, Series in BioEngineering, Springer Singapore, 2019. <10.1007/978-981-13-1144-4>. <hal-04326058>.

ref_biblio

C. Sabourin, J. J. Merelo, K. Madani, and K. Warwick, Computational Intelligence, Studies in Computational Intelligence, vol. 829, Springer International Publishing, 2019. <10.1007/978-3-030-16469-0>. <hal-04322609>.

ref_biblio

J. J. Merelo, F. Melício, J. Cadenas, A. Dourado, K. Madani, A. Ruano, and J. Filipe, Computational Intelligence, Studies in Computational Intelligence, vol. 792, Springer International Publishing, 2019. <10.1007/978-3-319-99283-9>. <hal-04322614>.

2016

ref_biblio

A. A. Nait-Ali, M. A. Doori, V. Pangracious, and M. Moukayed, Proceedings of the IEEE International Conference on Bio-engineering for Smart Technologies, BioSMART 2016, Dubai, UAE, Dec. 4-7, 2016, 2016. <hal-01568515>.

ref_biblio

J. Filipe, K. K. Madani, O. Gusikhin, and J. Sasiadek, Informatics in Control, Automation and Robotics: 12th International Conference, ICINCO 2015 Colmar, France, July 21-23, 2015 Revised Selected Papers, Lecture Notes in Electrical Engineering series, vol. 383, Springer, 2016. <hal-01568517>.

ref_biblio

J. Morelo, F. Melicio, J. M. Cadenas, A. Dourado-Correia, K. K. Madani, A. Ruano, and J. Felipe, Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Porto, Portugal, Nov. 9-11, 2016, vol. 1, SciTePress, 2016. <hal-01568512>.

ref_biblio

J. Morelo, F. Melicio, J. M. Cadenas, A. Dourado-Correia, K. K. Madani, A. Ruano, and J. Felipe, Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Porto, Portugal, Nov. 9-11, 2016, vol. 2, SciTePress, 2016. <hal-01568511>.

ref_biblio

J. Morelo, F. Melicio, J. M. Cadenas, A. Dourado-Correia, K. K. Madani, A. Ruano, and J. Felipe, Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Porto, Portugal, Nov. 9-11, 2016, vol. 3, SciTePress, 2016. <hal-01568516>.

ref_biblio

O. Gusikhin, D. Peaucelle, and K. K. Madani, Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2016, Lisbon, Portugal, July 29-31, 2016, vol. 1, SciTePress, 2016. <hal-01568514>.

2015

ref_biblio

A. Rosa, J. Morelo, A. Dourado-Correia, J. M. Cadenas, K. K. Madani, A. Ruano, and J. Felipe, Proceedings of the 7th International Joint Conference on Computational Intelligence, IJCCI 2015, Lisbon, Portugal, Nov. 12-14, 2015, vol. 1, SciTePress, 2015. <hal-01568520>.

ref_biblio

A. Rosa, J. Morelo, A. Dourado-Correia, J. M. Cadenas, K. K. Madani, A. Ruano, and J. Felipe, Proceedings of the 7th International Joint Conference on Computational Intelligence, IJCCI 2015, Lisbon, Portugal, Nov. 12-14, 2015, vol. 2, SciTePress, 2015. <hal-01568519>.

ref_biblio

A. Rosa, J. Morelo, A. Dourado-Correia, J. M. Cadenas, K. K. Madani, A. Ruano, and J. Felipe, Proceedings of the 7th International Joint Conference on Computational Intelligence, IJCCI 2015, Lisbon, Portugal, Nov. 12-14, 2015, vol. 3, SciTePress, 2015. <hal-01568524>.

ref_biblio

D. Kanzari, K. K. Madani, and K. Mellouli, Architecture d’agent hybride à comportement tempéramental et Rationnel, Presses Académiques Francophones, 2015. <hal-01568541>.

ref_biblio

J. Felipe, K. K. Madani, O. Gusikhin, and J. Sasiadek, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2015, Colmar, France, July 21-23, 2015, vol. 1, SciTePress, 2015. <hal-01568521>.

ref_biblio

J. Felipe, K. K. Madani, O. Gusikhin, and J. Sasiadek, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2015, Colmar, France, July 21-23, 2015, vol. 2, SciTePress, 2015. <hal-01568522>.

ref_biblio

J. J. Morelo, A. Rosa, J. M. Cadenas, A. Dourado-Correia, K. K. Madani, and J. Felipe, Computational Intelligence: International Joint Conference, IJCCI 2014 Rome, Italy, October 22-24, 2014 Revised Selected Papers, Studies in Computational Intelligence series, vol. 620, Springer, 2015. <hal-01568523>.

ref_biblio

J. L. Ferrier, O. Gusikhin, K. K. Madani, and J. Sasiadek, Informatics in Control, Automation and Robotics: 10th International Conference, ICINCO 2013 Reykjavík, Iceland, July 29-31, 2013 Revised Selected Papers, Lecture Notes in Electrical Engineering series, vol. 325, Springer, 2015. <hal-01568526>.

ref_biblio

K. K. Madani, A. Dourado-Correia, A. Rosa, J. Filipe, and J. Kacprzyk, Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2013, Vilamoura, Portugal, September 20-22, 2013, Studies in Computational Intelligence series, vol. 613, Springer, 2015. <hal-01568525>.

ref_biblio

K. K. Madani, A. Dourado-Correia, A. Rosa, and J. Felipe, Computational Intelligence: International Joint Conference, IJCCI 2012, Barcelona, Spain, October 5-7, 2012. Revised Selected Papers, Studies in Computational Intelligence series, vol. 577, Springer, 2015. <hal-01568527>.

2014

ref_biblio

J. L. Ferrier, A. Bernard, O. Gusikhin, and K. K. Madani, Informatics in Control, Automation and Robotics: 9th International Conference, ICINCO 2012 Rome, Italy, July 28-31, 2012 Revised Selected Papers, Lecture Notes in Electrical Engineering series, vol. 283, Springer, 2014. <hal-01568532>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Gusikhin, and K. K. Madani, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2014, Vienna, Austria, September 1-3, 2014, vol. 1, SciTePress, 2014. <hal-01568529>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Gusikhin, and K. K. Madani, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2014, Vienna, Austria, September 1-3, 2014, vol. 2, SciTePress, 2014. <hal-01568531>.

ref_biblio

K. K. Madani, Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2014, In conjunction with ICINCO 2014, Vienna, Austria, September 1, 2014, SciTePress, 2014. <hal-01616764>.

ref_biblio

K. K. Madani, and J. Felipe, Proceedings of the International Conference on Neural Computation Theory and Applications, NCTA 2014 - part of IJCCI 2014, Rome, Italy, October 22 - 24, 2014, SciTePress, 2014. <hal-01568530>.

ref_biblio

V. Haasz, and K. K. Madani, Advanced Data Acquisition and Intelligent Data Processing, Information Science and Technology series, River Publishers, 2014. <hal-01568533>.

2013

ref_biblio

A. Dourado-Correia, A. Rosa, K. K. Madani, J. Felipe, and J. Kacprzyk, Proceedings of the 5th International Joint Conference on Computational Intelligence, IJCCI 2013, Vilamoura, Portugal, Sept. 20-22, 2013, SciTePress, 2013. <hal-01568536>.

ref_biblio

J. Felipe, K. K. Madani, and O. Gusikhin, Informatics in Control, Automation and Robotics: 8th International Conference, ICINCO 2011 Noordwijkerhout, The Netherlands, July 28-31, 2011 Revised Selected Papers, Lecture Notes in Electrical Engineering, vol. 174, Springer, 2013. <hal-01568538>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Gusikhin, and K. K. Madani, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2013, Reykjavík, Iceland, July 29-31, 2013, vol. 1, SciTePress, 2013. <hal-01568535>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Gusikhin, and K. K. Madani, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2013, Reykjavík, Iceland, July 29-31, 2013, vol. 2, SciTePress, 2013. <hal-01568534>.

ref_biblio

K. K. Madani, A. Dourado-Correia, A. Rosa, and J. Felipe, Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011, Studies in Computational Intelligence series, vol. 465, Springer, 2013. <hal-01568537>.

2012

ref_biblio

A. A. Nait-Ali, and R. A. Fournier, Traitement du signal et de l'image pour la biométrie, Traité IC2- série Signal et Image, Hermes/Lavoisier, 2012. <hal-01680124>.

ref_biblio

A. Bahrammirzaee, and K. K. Madani, Automated Negotiation Based on Virtual Intelligent Agents: Models, Prospects and Challenges, Lambert Academic Publishing, 2012. <hal-01568548>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. O. Gusikhin, and K. K. Madani, Informatics in Control, Automation and Robotics, 2012. <hal-01680126>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Y. Gusikhin, and K. K. Madani, Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2012, Volume 1, Rome, Italy, 28 - 31 July, 2012, Springer, 2012. <hal-01709564>.

ref_biblio

K. K. Madani, A. Dourado, A. Rosa, and J. Felipe, Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2010, Valencia, Spain, October 2010, Studies in Computational Intelligence series, vol. 399, Springer, 2012. <hal-01680127>.

2011

ref_biblio

A. Bernard, O. Y. O. Y. Gusikhin, and K. K. Madani, Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011, Noordwijkerhout, The Netherlands, 28 - 31 July, 2011 Revised Selected Papers, Lecture Notes in Electrical Engineering series, vol. 174, 2011. <hal-01709626>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Y. O. Y. Gusikhin, and K. K. Madani, Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011, Volume 2, Noordwijkerhout, The Netherlands, 28 - 31 July, 2011, 2011. <hal-01709651>.

ref_biblio

J.-L. Ferrier, A. Bernard, O. Y. O. Y. Gusikhin, and K. K. Madani, Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2012, Volume 1, Noordwijkerhout, The Netherlands, 28 - 31 July, 2011, SciTePress, 2011. <hal-01709646>.

ref_biblio

K. K. Madani, A. Dourado, A. Rosa, and J. Felipe, Computational Intelligence: Revised and Selected Papers of the International Joint Conference IJCCI 2009 held in Funchal-Madeira, Portugal, October 2009, Studies in Computational Intelligence series, vol. 343, Springer, 2011. <hal-01680128>.

2010

ref_biblio

K. K. Madani, Proceedings of the 6th International Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2010, In conjunction with ICINCO 2010, Funchal, Madeira, Portugal, June 2010, INSTICC Press, 2010. <hal-01680129>.

2009

ref_biblio

A. A. Nait-Ali, Advanced Biosignal Processing, Springer, 2009. <hal-01680131>.

ref_biblio

A. Mellouk, and A. Chebira, Machine Learning, INTECH, 2009. <hal-01680132>.

ref_biblio

K. K. Madani, Proceedings of the 5th International Workshop on Artificial Neural Networks and Intelligent Information ProcessingJuly 4-5, 2009, Milan, Italy, INSTICC Press, 2009. <hal-01680130>.

2008

ref_biblio

K. K. Madani, Proceedings of the 4th International Workshop on Artificial Neural Networks and Intelligent Information ProcessingMay 11-15, 2008, in Funchal - Madeira, Portugal, INSTICC Press, 2008. <hal-01680134>.

2025

ref_biblio

F. O. Salami, Y. Mourchid, M. Muzammel, and A. Othmani, "Non-Invasive Neonatal Jaundice Detection via Two-Phase Self-Supervised Learning and Vision Transformer," in 2025 Fourteenth International Conference on Image Processing, Theory, Tools &amp; Applications (IPTA), Istanbul, Turkey, Oct. 2025, pp. 1-6. <10.1109/IPTA66025.2025.11221999>. <hal-05367610>.

2023

ref_biblio

A. Othmani, and M. Muzammel, "An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression Symptoms," in Predictive Intelligence in Medicine: 6th International Workshop, PRIME, Vancouver, Canada, Oct. 2023, pp. 206-217. <10.1007/978-3-031-46005-0\_18>. <hal-04323123>.

ref_biblio

D. Cherifi, I. S. Salah, T. Chihaoui, M. Moudoud, L. Boubchir, and A. Nait-Ali, "Automated Diagnosis of Neuromuscular Disorders using EMG Signals," in 2023 5th International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Jun. 2023, pp. 1-5. <10.1109/BioSMART58455.2023.10162039>. <hal-04322986>.

ref_biblio

D. Molinié, K. Madani, and V. Amarger, "Behavioral Modeling of Real Dynamic Processes in an Industry 4.0-Oriented Context," in 12th International Conference on Data Science, Technology and Applications, Rome, France, Jul. 2023, pp. 510-517. <10.5220/0012134500003541>. <hal-04613324>.

ref_biblio

D. Molinié, K. Madani, and V. Amarger, "Unsupervised Clustering at the Service of Automatic Anomaly Detection in Industry 4.0," in International Work-Conference on Artificial Neural Networks (IWANN), Ponta Delgada, Portugal, Jun. 2023, pp. 435-450. <10.1007/978-3-031-43078-7\_36>. <hal-04323208>.

ref_biblio

F. Saveh, M. T. Soualah, K. K. Madani, A. Chebira, and R. Askari Moghadam, "Toward Emotional Machine-Awareness: An A.I. Based Model for Artificial Aesthetic Perception," in IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IEEE/IDAACS 2023), Dortmund, Germany, Sep. 2023. <hal-04324483>.

ref_biblio

F. Saveh, M. T. Soualah, K. Madani, A. Chebira, and R. A. Moghadam, "Toward Emotional Machine-Awareness: An A.I. Based Model for Artificial Aesthetic Perception," in 2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Dortmund, France, Sep. 2023, pp. 253-258. <10.1109/IDAACS58523.2023.10348898>. <hal-04406254>.

ref_biblio

H. Terbouche, M. Morel, M. Rodriguez, and A. Othmani, "Multi-Annotation Attention Model for Video Summarization," in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, France, Jun. 2023, pp. 3143-3152. <10.1109/CVPRW59228.2023.00316>. <hal-04614668>.

ref_biblio

H. Zehir, T. Hafs, S. Daas, and A. Nait-Ali, "An ECG Biometric System Based on Empirical Mode Decomposition and Hilbert-Huang Transform for Improved Feature Extraction," in 2023 5th International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Jun. 2023, pp. 1-4. <10.1109/BioSMART58455.2023.10162055>. <hal-04323034>.

ref_biblio

K. Lissassi, P.-E. Dossou, and C. Sabourin, "Using Computer Vision to Improve SME Performance," in International Conference on Flexible Automation and Intelligent Manufacturing (FAIM), Potrto, Portugal, Jun. 2023, pp. 107-116. <10.1007/978-3-031-38241-3\_13>. <hal-04274374>.

ref_biblio

M. Dia, G. Khodabandelou, and A. Othmani, "A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews," in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, Jun. 2023, pp. 700-705. <10.1109/CBMS58004.2023.00303>. <hal-04323050>.

ref_biblio

M. Khan, U. Khan, and A. Othmani, "PD-Net: Multi-Stream Hybrid Healthcare System for Parkinson's Disease Detection using Multi Learning Trick Approach," in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, Jun. 2023, pp. 382-385. <10.1109/CBMS58004.2023.00248>. <hal-04322946>.

ref_biblio

M. T. Soualah, F. Saveh, and K. Madani, "Toward Machine’s Artificial Aesthetic Perception: Could Machines Appreciate the Beauty?," in International Work-Conference on Artificial Neural Networks (IWANN), Ponta Delgada, Portugal, Jun. 2023, pp. 104-117. <10.1007/978-3-031-43078-7\_9>. <hal-04323187>.

ref_biblio

R. Baka, H. Zein, and A. Nait-Ali, "Generative Adversarial Networks for Down Syndrome Face Generation," in 2023 5th International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Jun. 2023, pp. 1-4. <10.1109/BioSMART58455.2023.10162087>. <hal-04323026>.

ref_biblio

S. K. W. Hwooi, A. Othmani, and A. Q. M. Sabri, "Monitoring Application-driven Continuous Affect Recognition From Video Frames," in IVSP 2023: 2023 5th International Conference on Image, Video and Signal Processing, Singapore, Singapore, Mar. 2023, pp. 36-42. <10.1145/3591156.3591161>. <hal-04323241>.

ref_biblio

W. Abdallah, D. Kanzari, and K. K. Madani, "Agent Architecture for Evacuation Pedestrian's Crowded Public Places: Combination of Individual and Collaborative Reasoning," in IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems (IEEE/ADACIS 2023), Morocco, Morocco, Nov. 2023. <hal-04324444>.

ref_biblio

Y. X. Teoh, A. Othmani, S. L. Goh, J. Usman, and K. W. Lai, "Predicting Knee Osteoarthritis Pain Severity through A Deep Hybrid Learning Model: Data from the Osteoarthritis Initiative," in 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, France, Dec. 2023, pp. 4148-4153. <10.1109/BIBM58861.2023.10385415>. <hal-04613315>.

2022

ref_biblio

A. Bandyopadhyay, S. Ghosh, M. Bose, A. Singh, A. Othmani, and K. Santosh, "Alzheimer’s Disease Detection Using Ensemble Learning and Artificial Neural Networks," in Recent Trends in Image Processing and Pattern Recognition (RTIP2R), Kingsville, United States, Dec. 2022, pp. 12-21. <10.1007/978-3-031-23599-3\_2>. <hal-04323521>.

ref_biblio

A. Othmani, T. Bizet, T. Pellerin, B. Hamdi, M.-A. Bock, and S. Dev, "Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection," in Recent Trends in Image Processing and Pattern Recognition (RTIP2R), Kingsville, United States, Dec. 2022, pp. 34-45. <10.1007/978-3-031-23599-3\_4>. <hal-04323260>.

ref_biblio

D. Molinié, and K. Madani, "ECD Test: An Empirical Way based on the Cumulative Distributions to Evaluate the Number of Clusters for Unsupervised Clustering," in International Workshop on Emerging Trends and Case-Studies in Industry 4.0 and Intelligent Manufacturing, Valletta, Malta, Oct. 2022, pp. 279-290. <10.5220/0011562500003329>. <hal-04323541>.

ref_biblio

D. Molinie, and K. Madani, "BSOM: A Two-Level Clustering Method Based on the Efficient Self-Organizing Maps," in 2022 International Conference on Control, Automation and Diagnosis (ICCAD), Lisbon, Portugal, Jul. 2022, pp. 1-6. <10.1109/ICCAD55197.2022.9853931>. <hal-04323546>.

ref_biblio

K. Krishnakumar, S. Saravanan, and A. Naite-Ali, "Secured Face Recognition System Based on Blockchain with Machine Learning," in Innovations in Computational Intelligence and Computer Vision, Jaipur, India, Nov. 2022, pp. 13-24. <10.1007/978-981-99-2602-2\_2>. <hal-04322969>.

ref_biblio

W. Abdallah, O. Abdallah, D. Kanzari, and K. Madani, "Fuzzy Decision-Making in Crisis Situation: Crowd Flow Control in Closed Public Spaces in COVID’19," in Proc. Of the 14th KES-IDT 2022 Conference, Rhodes, Greece, Jun. 2022, pp. 483-494. <10.1007/978-981-19-3444-5\_42>. <hal-04613330>.

ref_biblio

Y. Koeberle, S. Sabatini, D. Tsishkou, and C. Sabourin, "Exploring the trade off between human driving imitation and safety for traffic simulation," in 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Macau, France, Oct. 2022, pp. 779-786. <10.1109/ITSC55140.2022.9922347>. <hal-04064481>.

ref_biblio

Y. Koeberle, S. Sabatini, D. Tsishkou, and C. Sabourin, "Learning Human-like Driving Policies from Real Interactive Driving Scenes," in International Conference on Informatics in Control, Automation and Robotics (ICINCO), Lisbon (Portugal), Portugal, Jul. 2022, pp. 419-426. <10.5220/0011268400003271>. <hal-04274403>.

2021

ref_biblio

A. Othmani, D. Kadoch, K. Bentounes, E. Rejaibi, R. Alfred, and A. Hadid, "Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech," in Pattern Recognition. ICPR International Workshops and Challenges, Paris, France, Jan. 2021, pp. 5-19. <10.1007/978-3-030-68790-8\_1>. <hal-04323677>.

ref_biblio

A. Roshdy, S. Al Kork, A. Karar, A. Al Sabi, Z. Al Barakeh, F. Elsayed, T. Beyrouthy, and A. Nait-Ali, "Machine Empathy: Digitizing Human Emotions," in ISEEIE 2021: 2021 International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, France, Feb. 2021, pp. 307-311. <10.1145/3459104.3459154>. <hal-04613305>.

ref_biblio

A. Roshdy, S. Alkork, A. Karar, H. Mhalla, T. Beyrouthy, Z. Al Barakeh, and A. Nait-Ali, "Statistical Analysis of Multi-channel EEG Signals for Digitizing Human Emotions," in 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART), Paris / Créteil, France, Dec. 2021, pp. 1-4. <10.1109/BioSMART54244.2021.9677741>. <hal-04323563>.

ref_biblio

D. Molinié, and K. Madani, "Characterizing N-Dimension Data Clusters: A Density-based Metric for Compactness and Homogeneity Evaluation," in 2nd International Conference on Innovative Intelligent Industrial Production and Logistics, Online Streaming, France, Oct. 2021, pp. 13-24. <10.5220/0010657500003062>. <hal-04323625>.

ref_biblio

D. Molinie, K. Madani, and C. Amarger, "Identifying the Behaviors of an Industrial Plant: Application to Industry 4.0," in 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Cracow, Poland, Sep. 2021, pp. 802-807. <10.1109/IDAACS53288.2021.9661018>. <hal-04323687>.

ref_biblio

E. Rudakov, L. Laurent, V. Cousin, A. Roshdi, R. Fournier, A. Nait-Ali, T. Beyrouthy, and S. A. Kork, "Multi-Task CNN model for emotion recognition from EEG Brain maps," in 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART), Paris / Créteil, France, Dec. 2021, pp. 1-4. <10.1109/BioSMART54244.2021.9677807>. <hal-04323588>.

ref_biblio

H. Mukherjee, H. Salam, A. Othmani, and K. Santosh, "How Intense Are Your Words? Understanding Emotion Intensity from Speech," in 2021 IEEE 21st International Conference on Communication Technology (ICCT), Tianjin, China, Oct. 2021, pp. 1280-1286. <10.1109/ICCT52962.2021.9658078>. <hal-04323634>.

ref_biblio

H. Zein, S. Chantaf, R. El-Saleh, and A. Nait-Ali, "Generative Adversarial Networks Based Approach for Artificial Face Dataset Generation in Acne Disease Cases," in 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART), Paris / Créteil, France, Dec. 2021, pp. 1-4. <10.1109/BioSMART54244.2021.9677572>. <hal-04323579>.

ref_biblio

K. Madani, A. Rinaldi, and C. Russo, "Combining Linked Open Data and Multimedia Knowledge Base for Digital Cultural Heritage Robotic Applications," in 2021 IEEE International Symposium on Multimedia (ISM), Naple, France, Nov. 2021, pp. 196-203. <10.1109/ISM52913.2021.00039>. <hal-04613335>.

ref_biblio

L. Schoneveld, and A. Othmani, "Towards a General Deep Feature Extractor for Facial Expression Recognition," in 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, United States, Sep. 2021, pp. 2339-2342. <10.1109/ICIP42928.2021.9506025>. <hal-04323693>.

ref_biblio

M. Muzammel, A. Othmani, H. Mukherjee, and H. Salam, "Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study," in 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), Aveiro, Portugal, Jun. 2021, pp. 62-67. <10.1109/CBMS52027.2021.00018>. <hal-04323722>.

ref_biblio

S. Said, Z. Albarakeh, T. Beyrouthy, S. Alkork, and A. Nait-Ali, "Machine-Learning based Wearable Multi-Channel sEMG Biometrics Modality for User's Identification," in 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART), Paris / Créteil, France, Dec. 2021, pp. 1-4. <10.1109/BioSMART54244.2021.9677744>. <hal-04323571>.

ref_biblio

W. Abdallah, D. Kanzari, and K. Madani, "Towards a Deep Reinforcement Approach for Crowd Flow Management," in International Work-Conference on Artificial Neural Networks (IWANN), PARIS, France, Jun. 2021, pp. 420-431. <10.1007/978-3-030-85030-2\_35>. <hal-04323711>.

2020

ref_biblio

A. Panahi, R. Moghadam, and K. Madani, "Deep Learning Residual-like Convolutional Neural Networks for Optic Disc Segmentation in Medical Retinal Images," in 1st International Conference on Deep Learning Theory and Applications, Paris, France, Jul. 2020, pp. 23-29. <10.5220/0009799100230029>. <hal-04323813>.

ref_biblio

D. Cherifi, L. Afoun, Z. Iloul, B. Boukerma, C. Adjerid, L. Boubchir, and A. Nait-Ali, "Multi-class EEG Signal Classification for Epileptic Seizure Diagnosis," in International Conference in Artificial Intelligence in Renewable Energetic Systems (ICAIRES), Tipaza, Algeria, Dec. 2020, pp. 635-645. <10.1007/978-3-030-63846-7\_60>. <hal-04323797>.

ref_biblio

H. Shirvan, R. Moghadam, and K. Madani, "Retinal Vessel Segmentation by Inception-like Convolutional Neural Networks," in 1st International Conference on Deep Learning Theory and Applications, PARIS, France, Jul. 2020, pp. 53-58. <10.5220/0009638100530058>. <hal-04323761>.

ref_biblio

S. Hajri, F. Kallel, A. B. Hamida, and A. Nait-Ali, "A Comparative Study of Fingerprint Enhancement Algorithms," in 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Sousse, France, Sep. 2020, pp. 1-6. <10.1109/ATSIP49331.2020.9231817>. <hal-04613307>.

2019

ref_biblio

A. Mahmoudi, R. Moghadam, and K. Madani, "A Sequential Heteroscedastic Probabilistic Neural Network for Online Classification," in 11th International Conference on Neural Computation Theory and Applications, Vienna, Austria, Sep. 2019, pp. 449-453. <10.5220/0008495604490453>. <hal-04323977>.

ref_biblio

C. Russo, K. Madani, A. Rinaldi, and C. Sabourin, "Multimedia Knowledge Design and Processing for Personal Robots," in MEDES '19: 11th International Conference on Management of Digital EcoSystems, Limassol Cyprus, Cyprus, Nov. 2019, pp. 316-323. <10.1145/3297662.3365786>. <hal-04323922>.

ref_biblio

C. Russo, K. Madani, and A. M. Rinaldi, "Knowledge Construction Through Semantic Interpretation of Visual Information," in International Work-Conference on Artificial Neural Networks (IWANN), Gran Canarai, Spain, Jun. 2019, pp. 246-257. <10.1007/978-3-030-20518-8\_21>. <hal-04324002>.

ref_biblio

K. K. Madani, "Humanizing Robots’ Vision Through Machine-Learning Based Artificial Viasual Attention," in International conference on Pattern Recognition and Information Processing (PRIP 2019), Minsk, Belarus, May. 2019. <hal-04324567>.

ref_biblio

K. K. Madani, "Machine-Awareness Through a Machine-Learning Based Humanization of Robots’ Gazing," in IEEE International Conference on on Intelligent Data Acquisition and Advanced Computing Systems (IEEE/IDAACS 2019), Metz, France, Sep. 2019. <hal-04324544>.

ref_biblio

K. Madani, C. Russo, and A. Rinaldi, "Merging Large Ontologies using BigData GraphDB," in 2019 IEEE International Conference on Big Data (Big Data), Los Angeles, United States, Dec. 2019, pp. 2383-2392. <10.1109/BigData47090.2019.9005991>. <hal-04323828>.

ref_biblio

M. Ilyas, and A. Nait-Ali, "Machine Learning Based Detection of Hearing Loss Using Auditory Perception Responses," in 2019 15th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Sorrento, Italy, Nov. 2019, pp. 146-150. <10.1109/SITIS.2019.00034>. <hal-04323908>.

ref_biblio

R. S. Broujeny, K. Madani, A. Chebira, V. Amarger, and L. Hurtard, "A Machine-Learning Based Approach for Data-Driven Identification of Heating Dynamics of Buildings' Living-Spaces," in 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Metz, France, Sep. 2019, pp. 197-202. <10.1109/IDAACS.2019.8924329>. <hal-04323953>.

ref_biblio

S. Kasraoui, Z. Lachiri, and K. Madani, "Subject-Independent Multi-Domain Facial Emotion Recognition with Local Salient Features," in 2019 16th International Multi-Conference on Systems, Signals & Devices (SSD), Istanbul, Turkey, Mar. 2019, pp. 272-277. <10.1109/SSD.2019.8893159>. <hal-04324075>.

ref_biblio

S. Kasraoui, Z. Lachiri, and K. Madani, "Twosome Modelling based Emotion Recognition in Videos," in 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Metz, France, Sep. 2019, pp. 290-293. <10.1109/IDAACS.2019.8924297>. <hal-04323967>.

2018

ref_biblio

A. Chohra, K. Madani, and C. N. Van Der Wal, "Group Affect in Complex Decision-Making: Theory and Formalisms from Psychology and Computer Science," in International Conference on Computational Collective Intelligence (ICCCI 2018), Bristol, United Kingdom, Sep. 2018, pp. 222-233. <10.1007/978-3-319-98446-9\_21>. <hal-04324166>.

ref_biblio

H. Misaghi, R. A. Moghadam, and K. Madani, "Convolutional neural network for saliency detection in images," in 2018 6th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS), Kerman, Iran, Feb. 2018, pp. 17-19. <10.1109/CFIS.2018.8336614>. <hal-04334082>.

ref_biblio

M. Ilyas, A. Othmani, and A. Nait-Ali, "Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study," in PRedictive Intelligence in MEdicine (PRIME), Granada, Spain, Sep. 2018, pp. 34-41. <10.1007/978-3-030-00320-3\_5>. <hal-04324141>.

ref_biblio

S. Kasraoui, Z. Lachiri, and K. K. Madani, "PROBABILISTIC AND BOTTLENECK TANDEM FEATURES FOR EMOTION RECOGNITION FROM VIDEOS," in International Conferences on Computer Graphics, Visualization, Computer Vision and Image Processing, Madrid, Spain, Jul. 2018, pp. 387-391. <hal-04324238>.

ref_biblio

Y. Su, J. Wang, K. Zhang, K. Madani, and X. Wang, "Computational Modelling Auditory Awareness," in 10th International Joint Conference on Computational Intelligence, Seville, Spain, Sep. 2018, pp. 160-167. <10.5220/0006925401600167>. <hal-04324121>.

2017

ref_biblio

A. C. Chohra, and K. K. Madani, "Adaptive Motivation System under Modular Reinforcement Learning for Agent Decision-Making Modeling of Biological Regulation," in Proc. of the 9th International Conference on Computational Collective Intelligence ICCCI 2017, Nicosia, Cyprus, 2017, pp. 32-42. <10.1007/978-3-319-67077-5\_4>. <hal-01681992>.

ref_biblio

D. Cherifi, A. Chaouki, B. Billal, Z. Badreddine, and A. A. Nait-Ali, "ECG features extraction using AC/DCT for biometric," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <10.1109/BIOSMART.2017.8095342>. <hal-01865331>.

ref_biblio

D. Kerbaj, W. Hassan, and A. A. Nait-Ali, "Verifying a personas identity using brain responses to visual stimuli," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <10.1109/BIOSMART.2017.8095344>. <hal-01865324>.

ref_biblio

E. Farazdaghi, and A. A. Nait-Ali, "Facial ageing model considering sun exposure effects," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <hal-01865289>.

ref_biblio

F. Majid Zadeh Heravi, and A. A. Nait-Ali, "A 3D dynamic shape model to simulate rejuvenation & ageing trajectory of 3D face images," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <10.1109/BIOSMART.2017.8095315>. <hal-01865313>.

ref_biblio

H. Fraihat, K. K. Madani, and C. Sabourin, "A Pseudo-3D Vision-Based Dual Approach for Machine-Awareness in Indoor Environment Combining Multi-Resolution Visual Information," in Proc. of the International Work-conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, 2017, pp. 644-654. <10.1007/978-3-319-59147-6\_55>. <hal-01681996>.

ref_biblio

K. K. Madani, H. Fraihat, and C. Sabourin, "Machine-Awareness in Indoor Environment: A Pseudo-3D Vision-Based Approach Combining Multi-Resolution Visual Information," in Proc. Of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2017, Bucharest, Romania, 2017, pp. 419-424. <10.1109/IDAACS.2017.8095116>. <hal-01681995>.

ref_biblio

M. Ilyas, A. Othmani, and A. A. Nait-Ali, "Human age estimation using auditory system through dynamic frequency sound," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <10.1109/BIOSMART.2017.8095316>. <hal-01865322>.

ref_biblio

R. S. Broujeny, K. K. Madani, A. Chebira, and L. Hurtard, "A Multi-layer System for Smart Buildings’ Functional and Energy-Efficiency Awareness: Implementation on a real five-floors building," in Proc. of the 8th IEEE International Conference on Awareness Science and Technologies, iCAST 2017, Taichung, Taiwan, 2017. <10.1109/ICAwST.2017.8256529>. <hal-01681997>.

ref_biblio

S. Bentaieb, A. Ouamri, M. Keche, and A. A. Nait-Ali, "Gender classification from 3D face images using multi-task sparse representation over reduced," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <10.1109/BIOSMART.2017.8095327>. <hal-01865328>.

ref_biblio

T. Hafs, L. Bennacer, A. A. Nait-Ali, M. Boughazi, and A. Bouzid-Daho, "Online signature verification approach using Mellin transform and empirical mode decomposition," in 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, Aug. 2017. <10.1109/BIOSMART.2017.8095311>. <hal-01865333>.

2016

ref_biblio

A. C. Chohra, and K. K. Madani, "Biological Regulation and Psychological Mechanisms Models of Adaptive Decision-Making Behaviors: Drives, Emotions, and Personality," in Proc. of the 8th International Conference on Computational Collective Intelligence, ICCCI 2016, Halkidiki, Greece, Sep. 2016, pp. 412--422. <10.1007/978-3-319-45243-2\_38>. <hal-01568450>.

ref_biblio

D. Cherifi, F. Cherfaoui, S. Yacini, and A. A. Nait-Ali, "Fusion of Face Recognition Methods at Score Levels," in Proc. Of the IEEE International Conference on Bio-engineering for Smart Technologies, BioSMART 2016, Dubai, United Arab Emirates, 2016, pp. 1-5. <hal-01568456>.

ref_biblio

D. Cherifi, S. Omari, I. Soual, and A. A. Nait-Ali, "3D Shape Modelling of Femur," in Proc. Of the IEEE International Conference on Bio-engineering for Smart Technologies, BioSMART 2016, Dubai, United Arab Emirates, Dec. 2016, pp. 1-5. <hal-01568452>.

ref_biblio

D. Kerbaj, W. Hassan, and A. A. Nait-Ali, "EEG as person verification tool based on virtual arms and legs movements," in Proc. Of the IEEE International Conference on Bio-engineering for Smart Technologies, BioSMART 2016, Dubai, United Arab Emirates, Dec. 2016. <hal-01568457>.

ref_biblio

E. Farazdaghi, F. M. Z. Heravi, L. Chatelain, and A. A. Nait-Ali, "Reverse facial ageing model for youthful appearance restoration from adult face images," in Proc. of the 6th European Workshop on Visual Information Processing, EUVIP 2016, Marseille, France, Oct. 2016, pp. 1-6. <hal-01568454>.

ref_biblio

E. Farazdaghi, and A. A. Nait-Ali, "Face Aging Predictive Model due to Methamphetamine Addiction," in Proc. Of the IEEE International Conference on Bio-engineering for Smart Technologies, BioSMART 2016, Dubai, United Arab Emirates, Dec. 2016, pp. 1-4. <hal-01568455>.

ref_biblio

F. Majid Zadeh Heravi, M. Eslahi, E. Farazdaghi, and A. A. Nait-Ali, "A Morphable Model to Simulate Rejuvenation Trajectory of 3D Face Images: preliminary results," in Proc. Of the IEEE International Conference on Bio-engineering for Smart Technologies, Dubai, United Arab Emirates, Dec. 2016, pp. 1-4. <hal-01568453>.

ref_biblio

W. Yu, Y. Feng, W. Liang, R. Wang, and K. K. Madani, "Estimate the Kinematics with EMG Signal Using Fuzzy Wavelet Neural Network for Biomechanical Leg Application," in Proc. of the 7th International Conference on Swarm Intelligence, ICSI 2016, Bali, Indonesia, Jun. 2016, pp. 132-140. <10.1007/978-3-319-41009-8\_14>. <hal-01568451>.

2015

ref_biblio

D. Hassan, K. K. Madani, and C. Sabourin, "Dual 2-D Images-Based Approach for Objects’ 3-D Characterization and Localization for Machine-Awareness in Indoor Environment," in Proc. Of the 7th IEEE International Conference on Awareness Science and Technologies, iCAST 2015, Qinghuangdao, China, Sep. 2015, pp. 201-206. <10.1109/ICAwST.2015.7314047>. <hal-01568461>.

ref_biblio

H. Fraihat, C. Sabourin, and K. K. Madani, "Learning-Based Distance Evaluation in robot vision: A Comparison of ANFIS, MLP, SVR and Bilinear Interpolation Models," in Proc. of the International Conference on Neural Computation Theory & Applications, NCTA 2015, Lisbon, Portugal, 2015, pp. 168--173. <hal-01682005>.

ref_biblio

H. Fraihat, K. K. Madani, and C. Sabourin, "Soft-Computing Based Fast Visual Objects’ Distance Evaluation for Robots’ Vision," in Proc. of the 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2015, Warsaw, Poland, Sep. 2015, pp. 81-86. <10.1109/IDAACS.2015.7340705>. <hal-01568463>.

ref_biblio

I. Assadi, A. Charef, T. Bensouici, N. Belgacem, and A. A. Nait-Ali, "QRS Complex Based Human Identification," in Proc. Of the IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2015, Kuala- Lumpur, Malaysia, Oct. 2015, pp. 248-252. <hal-01568462>.

ref_biblio

J. Wang, K. Zhang, K. K. Madani, C. Sabourin, and J. Zhang, "Salient Foreground Object Detection based on Sparse Reconstruction for Artificial Awareness," in Proc. of International Conference on Informatics in Control Automation and Robotics, ICINCO 2015, Colmar, France, Jul. 2015, pp. 430-437. <hal-01568458>.

ref_biblio

V. Kachurka, K. K. Madani, C. Sabourin, and V. Golovko, "From Human Eye Fixation to Human-like Autonomous Artificial Vision," in Proc. of the International Work-conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, Jun. 2015, pp. 171-184. <10.1007/978-3-319-19258-1\_15>. <hal-01568460>.

ref_biblio

V. Kachurka, K. K. Madani, C. Sabourin, and V. Golovko, "Visual saliency based approach to object detection in computer vision systems: Real life applications," in Proc. of the 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2015, Warsaw, Poland, Sep. 2015, pp. 239-244. <10.1109/IDAACS.2015.7340736>. <hal-01568465>.

ref_biblio

Y. Feng, W. Yu, Y. Chen, X. Tan, R. Wang, and K. K. Madani, "Option-based Motion Planning and ANFIS-based Tracking Control for Wheeled Robot in Cluttered Environment," in Proc. of the 12th International Conference on Informatics in Control Automation and Robotics, ICINCO 2015, Colmar, France, 2015, pp. 287-293. <hal-01568459>.

ref_biblio

Y. Kabbara, A. A. Nait-Ali, A. Shahin, and M. Khalil, "Hidden Biometric Identification/Authentication based on Phalanx Selection from Hand X-Ray Images with Safety considerations," in Proc. Of the International Conference on Image Processing Theory, Tools & Applications, IPTA 2015, Orléans, France, Nov. 2015, pp. 10-13. <hal-01568464>.

2014

ref_biblio

A. Bouchemha, N. Doghmane, and A. A. Nait-Ali, "Multiscal geometric Analysis for SAR image compression," in 3rd International Conference on Information Processing and Electrical Engineering, ICIPEE 2014, Tebessa, Algeria, Nov. 2014. <hal-01568470>.

ref_biblio

A. C. Chohra, A. Chohra, and K. K. Madani, "Affect in Complex Decision-Making Systems: From Psychology to Computer Science Perspectives," in Proc. of 10th International Conference on Artificial Intelligence Applications and Innovations, AIAI 2014, Rhodes, Greece, Sep. 2014, pp. 174-183. <hal-01568473>.

ref_biblio

C. Sabourin, and K. K. Madani, "Interaction homme-robot et conceptualisation de connaissances," in Journées Nationales de la Robotique Interactive, Toulouse, France, Nov. 2014. <hal-01568487>.

ref_biblio

C. Sabourin, and K. K. Madani, "Perception, langage, curiosité: éléments clés pour la conceptualisation de connaissances en robotique interactive," in Workshop Affects Compagnons Artificiels, Interaction, WACAI 2014, Rouen, France, Jun. 2014. <hal-01568488>.

ref_biblio

C. Sabourin, and K. Madani, "Interaction homme-robot et conceptualisation de connaissances," in Journées Nationales de la Robotique Interactive, Cité de l’espace, Toulouse, France, 2014. <hal-01682040>.

ref_biblio

C. Sabourin, and K. Madani, "Perception, langage, curiosité : éléments clés pour la conceptualisation de connaissances en robotique interactive," in Workshop Affects Compagnons Artificiels, Interaction, W. A. C. A. I., Rouen, France, 2014. <hal-01682039>.

ref_biblio

D. M. Ramík, K. K. Madani, and C. Sabourin, "At Odds with Curious Cats, Curious Robots Acquire Human-Like Intelligence," in Proc. of International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2014, Brest, Belarus, Jun. 2014, pp. 112‑123. <hal-01568469>.

ref_biblio

I. Elouadi, H. Dhikra, R. A. Fournier, A. A. Nait-Ali, and A. Hammouda, "Fingerprint recognition using Polynomial Discrete Radon Transform," in Proc. Of the 4th IEEE 4th International Conference on Image Processing Theory, Tools and Applications, IPTA 2014, Paris, France, Oct. 2014, pp. 1319-324. <hal-01568472>.

ref_biblio

J. Gautrais, S. Blanco, and R. Fournier, "Collective motion in fish: from experiments to ecological implications," in 10th Ecology and Behaviour Meeting, Montpellier, France, Montpellier, France, 2014. <hal-03943245>.

ref_biblio

J. Wang, K. Zhang, K. K. Madani, and C. Sabourin, "Multi-scale feature based salient environmental sound recognition for machine awareness," in Proc. of 6th IEEE International Conference on Awareness Science and Technology, iCAST 2014, Paris, France, Oct. 2014, pp. 89-94. <hal-01568471>.

ref_biblio

L. Rossi, and K. K. Madani, "Vision Artificielle et Vision Cognitive Pour la Détection et Caractérisation de Feux," in 19èmes Journées Nationales du GDR Feux -- Workshop Incendies, Corte, Corse, France, 2014. <hal-01682038>.

ref_biblio

V. Kachurka, K. K. Madani, C. Sabourin, and V. Golovko, "A Statistical Approach to Human-Like Visual Attention and Saliency Detection for Robot Vision: Application to Wildland Fires’ Detection," in Proc. of International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2014, Brest, Belarus, Jun. 2014, pp. 124‑135. <hal-01568466>.

ref_biblio

Y. Kabbara, A. Shahin, A. A. Nait-Ali, and M. Khalil, "Gaussian Noise Effect in Biometric System based on Hand X-Ray Image," in Proc. Of the 20th LAAS International Science Conference, LAAS 20, Hadath, Lebanon, Mar. 2014. <hal-01568467>.

ref_biblio

Y. Kabbara, A. Shahin, A. A. Nait-Ali, and M. Khalil, "Gender Classification by X-Ray Images of Hand," in Proc. Of the 20th LAAS International Science Conference, LAAS 20, Hadath, Lebanon, Mar. 2014. <hal-01568468>.

2013

ref_biblio

A. A. Nait-Ali, "Biometrics for healthcare, security and forensics," in 2nd IEEE International Conference on Advances in Biomedical Engineering, ICABME 2013, Keynote presentation, Tripoli, Lebanon, Sep. 2013. <hal-01568489>.

ref_biblio

A. Bouchemha, N. Doghmane, and A. A. Nait-Ali, "Level feature fusion of multispectral palm print recognition using the ridgelet transform and OAO multi-class classifier," in Proc. Of the 10th IEEE International Conference on Networking Sensing and Control, ICNSC 2013, Evry, France, Apr. 2013, pp. 771-774. <hal-01569682>.

ref_biblio

A. C. Chohra, A. Bahrammirzaee, and K. K. Madani, "The Impact of Irrationality on Negotiation Strategies with Incomplete Information," in Proc. Of the 7th International Conference on Intelligent Systems and Agents, ISA 2013, Prague, Czech Republic, Jul. 2013, pp. 3-10. <hal-01568475>.

ref_biblio

A. Chohra, A. Bahrammirzaee, and K. Madani, "''The Impact of Irrationality on Negotiation Strategies with Incomplete Information''," in The International Conference International Association for Development of the Information Society - Intelligent Systems and Agents, Prague, Czech Republic, Jul. 2013, pp. 03-10, ISBN 78-972-8939-93-9. <hal-00915192>.

ref_biblio

A. Chohra, A. Bahrammirzaee, and K. Madani, "The Impact of Irrationality on Negotiation Strategies with Incomplete Information," in IADIS - International Conference on Intelligent Systems and Agents, Prague, Czech Republic, Jul. 2013, pp. 3-10. <hal-00922874>.

ref_biblio

A. Hazan, and K. K. Madani, "Frequency-Dependent Peak-Over-Threshold algorithm for fault detection in the spectral domain," in Proc. Of the 21th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN2013, Bruges, Belgium, 2013, pp. 107-112. <hal-01569686>.

ref_biblio

A. Hazan, and K. Madani, "Frequency-Dependent Peak-Over-Threshold algorithm for fault detection in the spectral domain," in Proc. Of the 21th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN2013, Bruges, Belgium, Apr. 2013. <hal-00785382>.

ref_biblio

D. M. Ramík, K. K. Madani, and C. Sabourin, "A Cognitive Approach for Robots’ Autonomous Learning," in Proc. Of the 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, Jun. 2013, pp. 309-320. <hal-01569685>.

ref_biblio

D. M. Ramík, K. K. Madani, and C. Sabourin, "Artificial Curiosity Emerging Human-like Behaviour - A Fundation for Fully Autonomous Cognitive Machines," in Proc. of the International Conference on Neural Computation Theory and Applications, NCTA 2013, Vilamoura, Algarve, Portugal, Sep. 2013, pp. 407‑419. <hal-01568481>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "Artificial curiosity driven autonomous knowledge discovery based on learning by interaction," in Proc. of 7th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2013, Berlin, Germany, Sep. 2013, pp. 855‑860. <hal-01568482>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "Autonomous Knowledge Acquisition Based on Active Learning: Application to Humanoid Robots in Indoor Environment," in Proc. Of the IEEE International Conference on Robotic and Automation, ICRA 2013, Karlsruhe, Germany, May. 2013, pp. 1771-1776. <hal-00922881>.

ref_biblio

D. M. Ramik, K. Madani, and C. Sabourin, "A Cognitive Approach for Robots' Autonomous Learning," in International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, Jun. 2013, pp. 309-320. <hal-00922878>.

ref_biblio

D. M. Ramik, K. Madani, and C. Sabourin, "Artificial Curiosity Driven Autonomous Knowledge Discovery Based on Learning by Interaction," in IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, Berlin, Germany, Sep. 2013, pp. 855-860. <hal-00922875>.

ref_biblio

D. M. Ramik, K. Madani, and C. Sabourin, "Artificial Curiosity Emerging Human-Like Behaviour: A Fundation for Fully Autonomous Cognitive Machines," in International Joint Conference on Computational Intelligence, Vilamoura, Algarve, Portugal, Sep. 2013, pp. ISBN 978-989-8565-77-8, 407-419. <hal-00922870>.

ref_biblio

H. Ben Mansour, R. A. Fournier, A. A. Nait-Ali, and A. B. Slimane, "3D Geometric Human Face Modeling," in Proc. of the International Conference on Human-Machine Interaction, HMI 2013, Chennai, India, Mar. 2013, pp. 183--187. <hal-01569681>.

ref_biblio

I. Elouedi, R. A. Fournier, A. A. Nait-Ali, and A. Hammouda, "The Recognition of Polynomial Position and Orientation through the Finite Polynomial Discrete Radon Transform," in Proc. Of the 17th International Conference on Image Analysis and Processing, ICIAP 2013, Naples, Italy, Sep. 2013, pp. 249-258. <hal-01568477>.

ref_biblio

J. Wang, K. Zhang, K. K. Madani, and C. Sabourin, "A visualized acoustic saliency feature extraction method for environment sound signal processing," in Proc. Of the 2013 IEEE Region 10 Conference, TENCON 2013, Xi’an, China, Oct. 2013, pp. 1‑4. <hal-01568478>.

ref_biblio

J. Wang, K. Zhang, K. K. Madani, and C. Sabourin, "Heterogeneous information saliency features’ fusion approach for machine’s environment sounds based awareness," in Proc. of 5th IEEE International Conference on Awareness Science and Technology, ICAST 2013, Aizu-Wakamatsu, Japan, Nov. 2013, pp. 197‑205. <hal-01568479>.

ref_biblio

J. Wang, K. Zhang, K. Madani, and C. Sabourin, "A Visualized Acoustic Saliency Feature Extraction Method for Environment Sound Signal Processing," in IEEE TENCON 2013, Xi'an, China, Oct. 2013, pp. 407-419. <hal-00922868>.

ref_biblio

J. Wang, K. Zhang, K. Madani, and C. Sabourin, "Heterogeneous Information Saliency Features' Fusion Approach for Machine's Environment Sounds Based Awareness," in 5th IEEE International Conference on Awareness Science and Technology - ICAST 2013, Aizu- Wakamatsu, Japan, Nov. 2013, pp. 197-204. <hal-00915584>.

ref_biblio

K. El-Soufi, Y. Kabbara, A. Shahin, M. Khalil, and A. A. Nait-Ali, "Biometrics for healthcare, security and forensics," in 2nd IEEE International Conference on Advances in Biomedical Engineering, ICABME 2013, Tripoli, Lebanon, Sep. 2013. <hal-01568476>.

ref_biblio

K. K. Madani, "Artificial Curiosity Emerging Human-Like Machine-Awareness: Application to Fully Autonomous Cognitive Robots," in 5th IEEE International Conference on Awareness Science and Technology, iCAST 2013, special VIP invited paper, Aizu- Wakamatsu, Japan, Nov. 2013. <hal-01568490>.

ref_biblio

K. Madani, "Artificial Curiosity Emerging Human-Like Machine-Awareness: Application to Fully Autonomous Cognitive Robots," in 5th IEEE International Conference on Awareness Science and Technology, ICAST 2013, Aizu- Wakamatsu, Japan, Nov. 2013. <hal-00915555>.

ref_biblio

L. Gauvin, A. Hazan, and J. Randon-Furling, "Schelling-type urban segregation models with switching and preferential dynamics," in Proc. Of the European Conference on Complex Systems, ECCS2013, Barcelona, Spain, Sep. 2013. <hal-00988840>.

ref_biblio

S. Weitz, S. Blanco, R. Fournier, J. Gautrais, C. Jost, and G. Theraulaz, "Statistical modeling of random walks in heterogeneous environments, starting from indi- vidual observations : Application to aggregation and construction phenomena in insect societies," in CfD Workshop, Dresden, Germany, Bielefeld, Germany, 2013. <hal-03943248>.

ref_biblio

W. Yu, S. Wang, and K. K. Madani, "A Framework of Autonomous Knowledge Transfer for Robot Navigation Task," in Proc. of 5th IEEE International Joint Conference on Awareness Science and Technology and Ubi-Media Computing, iCAST-UMEDIA 2013, Aizu-Wakamatsu, Japan, Nov. 2013, pp. 52-58. <hal-01568480>.

ref_biblio

W. Yu, S. Wang, and K. Madani, "A Framework of Autonomous Knowledge Transfer for Robot Navigation Task," in 5th IEEE International Conference on Awareness Science and Technology - ICAST 2013, Aizu- Wakamatsu, Japan, Nov. 2013, pp. 52-57. <hal-00915590>.

ref_biblio

Y. Kabbara, A. Shahin, A. A. Nait-Ali, and M. Khalil, "An Automatic Algorithm For Human Identification Using Hand X-Ray Images," in Proc. Of the 2nd IEEE International Conference on Advances in Biomedical Engineering, ICABME 2013, Tripoli, Lebanon, Sep. 2013, pp. 167-170. <hal-01568474>.

2012

ref_biblio

A. A. Nait-Ali, and R. A. Fournier, "Signal and image processing for biometrics," in ISTE-Wiley series: Digital Signal and Image Processing series, 15 chapters, 336 pages, ISBN: 978-1-84821-385-2, 2012., Unknown, Unknown Region, 2012. <hal-01680125>.

ref_biblio

A. Hazan, J. Lacaille, and K. K. Madani, "Extreme value statistics for vibration spectra outlier detection," in International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, Londres, United Kingdom, Jun. 2012, pp. 1. <hal-00681045>.

ref_biblio

A. Hazan, M. Verleysen, M. Cottrelle, J. Lacaille, and K. K. Madani, "Probabilistic Surveillance of Engine Vibration in the Spectral Domain," in Conférence Safran Monitoring, Paris, France, 2012. <hal-01680099>.

ref_biblio

A. Kabysh, K. K. Madani, and V. Golovko, "Multi-Agent Reinforcement Learning based on Influences," in Proc. of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2012, Minsk, Belarus, 2012, pp. 221-224. <hal-01680016>.

ref_biblio

A. Kabysh, K. Madani, and V. Golovkov, "Multi-Agent Reinforcement Learning based on Influences," in International Conference on Neural Networks and Artificial Intelligence (ICNNAI 2012), Minsk, Belarus, Oct. 2012, pp. 221-224. <hal-00922898>.

ref_biblio

B. Piaud, S. Blanco, R. Fournier, V. Ambrus, and V. Sofonea, "Gauss Quadratures - The Keystone of lattice Boltzmann Models," in Conference on Discrete Simulation of Fluid Dynamics, The LaLit Ashok, Bangalore, India, Bangalore, India, 2012. <hal-03943246>.

ref_biblio

I. Elouèdi, A. Hammouda, H. Rojbani, R. A. Fournier, and A. A. Nait-Ali, "Extracting buildings by using the Generalized multi directional Radon Transform," in Proc. Of the 5th International Conference on Image and Signal Processing, ICISP 2012, Agadir, Morocco, 2012, pp. 531-538. <hal-01680022>.

ref_biblio

J. Randon-Furling, and A. Hazan, "Urban-Segregation Models: A Dynamical Approach," in 10th International Conference on Operations Research (ICOR 10), La Havane, Cuba, Mar. 2012. <hal-00695644>.

ref_biblio

L. Boubchir, T. Brahimi, R. A. Fournier, and A. A. Nait-Ali, "A Novel Multimodal Compression Scheme Based on a Spiral Insertion Function in the Wavelet Domain," in Proc. Of the 11th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2012, Montreal, Quebec, Canada, 2012, pp. 97-102. <hal-01680023>.

ref_biblio

L. Boubchir, T. Brahimi, R. A. Fournier, and A. Naït-Ali, "A novel wavelet-based multimodal compression scheme for joint image-signal compression," in Qatar Foundation Annual Research Forum, Doha, Qatar, 2012. <hal-01680020>.

ref_biblio

L. Lazli, A. Chebira, K. K. Madani, and M. Boukadoum, "Comparison the performance of hybrid HMM/MLP and RBF/LVQ ANN models: Application for Speech and Medical Pattern Classification," in Proc. Of the International Conference on Informatics in Control Automation and Robotics, ICINCO 2012, Roma, Italy, 2012, pp. 659-662. <hal-01680015>.

ref_biblio

L. Lazli, A. Chebira, K. Madani, and M. Boukadoum, "Comparison the performance of hybrid HMM/MLP and RBF/LVQ ANN models: Application for Speech and Medical Pattern Classification," in International Conference on Informatics in Control Automation and Robotics (IFAC - ICINCO 2012), Rome, Italy, Jul. 2012, pp. 659-662. <hal-00922896>.

ref_biblio

L. Lazli, A. Chebira, K. Madani, and M. Boukadoum, "Using a new hybrid models for speech and medical pattern classification," in International Conf. on Computer Related Knowledge (ICCRK'2012), Sousse, Tunisia, Jul. 2012, pp. 9-16. <hal-00922897>.

ref_biblio

L. Lazli, A. Chebira, M. Boukadoum, and K. K. Madani, "Using a new hybrid models for speech and medical pattern classification," in International Conf. on Computer Related Knowledge, ICCRK’2012, Sousse, Tunisia, 2012, pp. 9-16. <hal-01680019>.

ref_biblio

N. Belgacem, A. A. Nait-Ali, R. A. Fournier, and F. Bereksi-Reguig, "Analysis of ECG Using FFT and random Forests for Human Identification Based on LabVIEW," in Proc. Of the Mediterranean Embedded Computing Conference, MECO 2012, Bar, Montenegro, 2012. <hal-01680018>.

ref_biblio

N. Belgacem, A. A. Nait-Ali, R. A. Fournier, and F. Bereksi-Reguig, "ECG Based Human Identification Using Random Forests," in Of the 8th International Conference on Information Science and Digital Content Technology ICIDT 2012 Joint conference of 5th ICIS and 8th IDCTA, Jeju Island, South Korea, 2012. <hal-01680024>.

ref_biblio

N. Belgacem, A. A. Nait-Ali, R. A. Fournier, and F. Bereksi-Reguig, "Human Authentication System Based on ECG Signal Using FFT and Random Forests," in Proc. Of the International Conference on Informatics & Applications, ICIA 2012, Kuala Terengganu, Malaysia, 2012. <hal-01680021>.

ref_biblio

S. Weitz, S. Blanco, R. Fournier, J. Gautrais, C. Jost, and G. Theraulaz, "Boundaryfollowing animal behavior and residence-time statistics," in Bielefeld University, Germany, Bielefeld, Germany, 2012. <hal-03943251>.

ref_biblio

V. Amarger, D. M. Ramík, C. Sabourin, K. K. Madani, R. Moreno, L. Rossi, and M. Graña, "Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires’ Outlines Extraction," in Proc. Of the IEEE International conference on Image Processing Theory, Tools and Applications, IPTA 2012, Istanbul, Turkey, 2012, pp. 19-24. <hal-01680014>.

ref_biblio

V. Amarger, D. M. Ramik, C. Sabourin, K. Madani, R. Moreno, L. Rossi, and M. Grana, "Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires' Outlines Extraction," in IEEE International conference on Image Processing Theory, Tools and Applications, Istanbul, Turkey, Oct. 2012, pp. 19-24. <hal-00922895>.

ref_biblio

W. Chaabane, R. A. Fournier, A. A. Nait-Ali, J. Jacobo, M. Mejail, M. Mottalli, H. Ramos, A. C. Frery, and L. Viana, "Supervised biometric system using multimodal compression scheme," in Proc. Of the 17th Ibero-American Congress on Pattern Recognition, CIARP 2012, Buenos Aires, Argentina, 2012, pp. 382-389. <hal-01680017>.

2011

ref_biblio

A. A. Nait-Ali, "Beyond classical biometrics: When using hidden biometrics to identify individuals," in Proc. Of the 3rd European Workshop on Visual Information Processing, Paris, France, 2011, pp. 241-246. <hal-01680064>.

ref_biblio

A. A. Nait-Ali, "Hidden Biometrics as an emerging approach to identify individuals," in the 1st International Conference on Advances in Biomedical Engineering, Tripoli, Lebanon, 2011. <hal-01680101>.

ref_biblio

A. Bouchemha, A. A. Nait-Ali, and S. Doghmane, "Classification of multi spectral palm print features by level fusion in ridgelet domain: a robust biometric technique," in the 3rd European Workshop on Visual information Processing, Paris, France, 2011. <hal-01680063>.

ref_biblio

A. C. Chohra, A. Bahrammirzaee, and K. K. Madani, "Time and Personality Dependent Behaviors for Agent Negotiation with Incomplete Information," in Proc. of 3rd International Conference on Computational Collective Intelligence ICCCI 2011, Gdynia, Poland, 2011, pp. 352-362. <hal-01680040>.

ref_biblio

A. C. Chohra, F. D. Giandomenico, S. Porcarelli, and A. Bondavalli, "An Intelligent Database Maintenance Based On Reinforcement Q-Learning Approach for Wireless Communication Systems," in Proc. Of the 1st Symposium on Analysis and Decision-Making in Complex and Uncertain Systems, Baden-Baden, Germany, 2011, pp. 14-19. <hal-01683245>.

ref_biblio

A. C. Chohra, F. D. Giandomenico, S. Porcarelli, and A. Bondavalli, "An Intelligent Maintenance Based On Machine Learning approach for Wireless and Mobile Systems," in Proc. Of the International Conference on Wireless Information Networks and Systems, WINSYS 2011, Seville, Spain, 2011, pp. 105-118. <hal-01680030>.

ref_biblio

A. Chohra, A. Bahrammirzaee, and K. Madani, "Time and Personality Dependent Behaviors for Agent Negotiation with Incomplete Information," in 3rd International Conference on Computational Collective Intelligence (ICCCI 2011), Gdynia, Poland, Sep. 2011, pp. 352-362. <hal-00922931>.

ref_biblio

A. Hazan, M. M. Verleysen, M. Cottrell, and J. Lacaille, "Bayesian inference for outlier detection in vibration spectra with small learning dataset," in Surveillance 6, Compiègne, France, Oct. 2011, pp. htt://www.surveillance6.fr/. <hal-00660793>.

ref_biblio

D. M. Ramík, C. Sabourin, and K. K. Madani, "A Cognitive Approach for Robots’ Vision Using Unsupervised Learning and Visual Saliency," in Proc. Of the International Work Conference on Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, 2011, pp. 65-72. <hal-01680025>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "A Real-time Robot Vision Approach Combining Visual Saliency and Unsupervised Learning," in Proc. Of the 14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2011, Paris, France, 2011, pp. 241-248. <hal-01680036>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "Hybrid Artificial Vision System Combining Salient Object Extraction and Machine-Learning Skills," in Proc. of the International Conference on Pattern Recognition and Information Processing, PRIP 2011, Minsk, Belarus, 2011, pp. 366-369. <hal-01680039>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "Hybrid Salient Object Extraction Approach with Automatic Estimation of Visual Attention Scale," in Proc. Of the 7th IEEE International Conference on Signal Image Technology & Internet-Based Systems, SITIS 2011, Dijon, France, 2011, pp. 438-445. <hal-01680037>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "A Cognitive Approach for Robots' Vision Using Unsupervised Learning and Visual Saliency," in International Work Conference on Neural Networks (IWANN 2011), Torremolinos-Málaga, Spain, Jun. 2011, pp. 65-72. <hal-00922938>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "A Real-time Robot Vision Approach Combining Visual Saliency and Unsupervised Learning," in 14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR 2011), Paris, France, Sep. 2011, pp. 241-248. <hal-00922911>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "Hybrid Artificial Vision System Combining Salient Object Extraction and Machine-Learning Skills," in International Conference on Pattern Recognition and Information Processing (PRIP 2011), Minsk, Belarus, May. 2011, pp. 366-369. <hal-00922925>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "Hybrid Salient Object Extraction Approach with Automatic Estimation of Visual Attention Scale," in 7th IEEE International Conference on Signal Image Technology & Internet-Based Systems (IEEE - SITIS 2011), Dijon, France, Nov. 2011, pp. 438-445. <hal-00922899>.

ref_biblio

D. Maatar, R. A. Fournier, A. A. Nait-Ali, and Z. Lachiri, "Effect analysis of age and gender on postural stability using PCA decomposition," in Proc. of the IEEE Workshop on Signal Processing Systems, SiPS 2011, Beirut, Lebanon, 2011, pp. 349-354. <hal-01680033>.

ref_biblio

D. Maatar, R. A. Fournier, Z. Lachiri, and A. A. Nait-Ali, "Décomposition et extraction de phase du signal stabilométrique. Etude de l’effet de différentes entrées sur la stabilité," in Ateliers Traitement et Analyse de l’Information, Méthodes et Applications, TAIMA 2011, Hammamet, Tunisia, 2011, pp. 161-168. <hal-01680031>.

ref_biblio

E. Zeybek, R. A. Fournier, and A. A. Nait-Ali, "Multimodal compression of image and signal data," in Proc. Of the 3rd European Workshop on Visual Information Processing, Paris, France, 2011. <hal-01680062>.

ref_biblio

K. Aloui, A. A. Nait-Ali, and S. Nacer, "A novel approach based Brain Biometrics: some preliminary Results for Individual identification," in Proc. Of the IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, Paris, France, 2011, pp. 91-95. <hal-01680059>.

ref_biblio

K. Aloui, A. A. Nait-Ali, and S. Nacer, "Caractérisation de la surface corticale par analyse de la convexité et de la concavité du maillage surfacique 3D," in Ateliers Traitement et Analyse de l'Information, Méthodes et Applications, TAIMA'2011, Hammamet, Tunisia, 2011, pp. 127-134. <hal-01680060>.

ref_biblio

K. Aloui, A. A. Nait-Ali, and S. Nacer, "New biometric approach based on geometrical humain brain patterns recognition: Some preliminary results," in Proc. Of the 3rd European Workshop on Visual Information Processing, Paris, France, 2011, pp. 258-263. <hal-01680065>.

ref_biblio

K. K. Madani, "Perception & Cognition: Two Foremost Ingredients toward Autonomous Intelligent Robots," in the 8th International Conference on Informatics in Control Automation and Robotics, ICINCO 2011, Noordwijkerhout, The, Netherlands, 2011. <hal-01680102>.

ref_biblio

K. Madani, "Perception & Cognition: Two Foremost Ingredients toward Autonomous Intelligent Robots," in 8th International Conference on Informatics in Control Automation and Robotics, ICINCO 2011, Noordwijkerhout, Netherlands, Jul. 2011. <hal-00915556>.

ref_biblio

K. Madani, T. Wang, D. M. Ramik, and C. Sabourin, "Machine Learning for Heterogeneous Multi-Robots Systems in Logistic Application Frame," in 14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR 2011), Paris, France, Sep. 2011, pp. 207-214. <hal-00922915>.

ref_biblio

L. Bennacer, B. Boulejfane, and A. A. Nait-Ali, "Application of an improved version of JPEG 2000 based on mathematical morphplogy to médical images," in Proc. of the 6th international conference Sciences of Electronic, Technologies of Information and Telecommunications, SETIT 2011, Sousse, Tunisia, 2011, pp. 428-433. <hal-01680061>.

ref_biblio

L. L. Rossi, and K. K. Madani, "Vision et intelligence artificielle: deux nouvelles dimensions pour la métrologie du feu," in Journées nationales du GDR Feux, Marseille, France, 2011. <hal-01680100>.

ref_biblio

L. Lazli, A. Chebira, M. T. Laskri, and K. Madani, "Hybrid HMM/ANN system using a fuzzy clustering for speech and medical pattern recognition," in International Conf. of Digital Information and Communication Technology and Its Applications (DICTAP 2011), Dijon, France, Jun. 2011, pp. 557-570. <hal-00922924>.

ref_biblio

L. Lazli, A. Chebira, M.-T. Laskri, and K. K. Madani, "Hybrid HMM/ANN system using a fuzzy clustering for speech and medical pattern recognition," in Proc. Of the International Conf. of Digital Information and Communication Technology and Its Applications (DICTAP 2011), Dijon, France, 2011, pp. 557-570. <hal-01680038>.

ref_biblio

L. Rossi, and K. Madani, "Vision et intelligence artificielle: deux nouvelles dimensions pour la métrologie du feux," in Journées nationales du GDR Feux, Marseille, France, Jun. 2011. <hal-00915564>.

ref_biblio

L. Vaitsekhovich, V. Golovko, K. Madani, and N. Renseigné, "Modelling of Multi-Agent Decision System Based on Interaction Graph of Agents," in International Conference on Pattern Recognition and Information Processing (PRIP 2011), Minsk, Belarus, May. 2011, pp. 397-401. <hal-00922927>.

ref_biblio

L. Vaitsekhovich, V. Golovko, and K. K. Madani, "Modelling of Multi-Agent Decision System Based on Interaction Graph of Agents," in Proc. of the International Conference on Pattern Recognition and Information Processing, PRIP 2011, Minsk, Belarus, 2011, pp. 397-401. <hal-01680041>.

ref_biblio

R. Elsaleh, M. Ayache, and A. A. Nait-Ali, "Palm veins biometrics using Radon transform," in International Conference on Advances in Biomedical Engineering, Tripoli, Lebanon, 2011, pp. 29-34. <hal-01680029>.

ref_biblio

R. Moreno, M. Graña, D. M. Ramik, and K. K. Madani, "Image Segmentation by Spherical Coordinates," in Proc. of the International Conference on Pattern Recognition and Information Processing, PRIP 2011, Minsk, Belarus, 2011, pp. 112-115. <hal-01680028>.

ref_biblio

R. Moreno, M. Grana, D. M. Ramik, and K. Madani, "Image Segmentation by Spherical Coordinates," in International Conference on Pattern Recognition and Information Processing (PRIP 2011), Minsk, Belarus, May. 2011, pp. 112-115. <hal-00922933>.

ref_biblio

S. Chantaf, M. Khalil, and A. A. Nait-Ali, "Biometrics using ECG," in Proc. Of the International Conference on Advances in Biomedical Engineering, Tripoli, Lebanon, 2011, pp. 20-28. <hal-01680032>.

ref_biblio

S. Weitz, S. Blanco, C. Jost, J. Gautrais, R. Fournier, and G. Theraulaz, "A framework for modeling individual interactions in animal swarms.," in Workshop international "Models for collective behaviors in animal groups" dans le cadre du programme ''Theoretical physics and the phenomena of life. Initiative for the Theoretical Sciences''). Princeton University, New York, USA, New York, United States, 2011. <hal-03943244>.

ref_biblio

S. Weitz, S. Blanco, C. Jost, J. Gautrais, R. Fournier, and G. Theraulaz, "A model of self-induced thigmotactism in ants.," in ECMTB 2011 : 8-th European Conference on Mathematical and the Theoretical Biology and Annual Meeting of The Society for Mathematical Biology'', Krakow, Poland, Krakow, Poland, 2011. <hal-03943243>.

ref_biblio

T. Wang, C. Sabourin, and K. K. Madani, "Strategy Based on Machine Learning for the Control of a Rigid Formation in a Multi-Robots Frame," in Proc. of the International Conference on Informatics in Control Automation and Robotics, ICINCO 2011, Noordwijkerhout, Netherlands, 2011, pp. 300-303. <hal-01680034>.

ref_biblio

T. Wang, C. Sabourin, and K. Madani, "Strategy Based on Machine Learning for the Control of a Rigid Formation in a Multi-Robots Frame," in IFAC - International Conference on Informatics in Control Automation and Robotics (IFAC - ICINCO 2011), Noordwijkerhout, Netherlands, Jul. 2011, pp. 300-303. <hal-00922921>.

ref_biblio

T. Wang, D. M. Ramik, C. Sabourin, and K. K. Madani, "Machine Learning for Heterogeneous Multi-Robots Systems in Logistic Application Frame," in Proc. Of the 14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2011, Paris, France, 2011, pp. 207-214. <hal-01680035>.

ref_biblio

T. Wang, F. Gautero, C. Sabourin, and K. K. Madani, "A Neural Fuzzy Inference based Adaptive Controller Using Learning Process for Nonholonomic Robots," in Proc. Of the International Work Conference on Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, 2011, pp. 81-88. <hal-01680027>.

ref_biblio

T. Wang, F. Gautero, C. Sabourin, and K. Madani, "A Neural Fuzzy Inference based Adaptive Controller Using Learning Process for Nonholonomic Robots," in International Work Conference on Neural Networks (IWANN 2011), Torremolinos-Málaga, Spain, Jun. 2011, pp. 81-88. <hal-00922942>.

ref_biblio

V. Amarger, D. M. Ramík, R. Moreno, L. Rossi, K. K. Madani, and M. Graña, "Wildland Fires’ Outlines Extraction: a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach," in Proc. of the International Conference on Pattern Recognition and Information Processing, PRIP 2011, Minsk, Belarus, 2011, pp. 451-454. <hal-01680026>.

ref_biblio

V. Amarger, D. M. Ramik, R. Moreno, L. Rossi, K. Madani, and M. Grana, "Wildland Fires' Outlines Extraction: a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach," in International Conference on Pattern Recognition and Information Processing (PRIP 2011), Minsk, Belarus, May. 2011, pp. 451-454. <hal-00922935>.

2010

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "On Human Inspired Semantic SLAM's Feasibility," in Proc. of 6th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2010, Funchal, Madeira, Portugal, 2010, pp. 99-108. <hal-01680071>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. K. Madani, "Toward Human Inspired Semantic SLAM," in Proc. of the International Conference on Informatics in Control Automation and Robotics, ICINCO 2010, Funchal, Madeira, Portugal, 2010, pp. 360-363. <hal-01680072>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "Designing Human Inspired SLAM for Humanoid Robots," in 5èmes Journées Nationales de la Robotique Humanoïde, Futuroscope, Poitiers, France, Jun. 2010. <hal-00915565>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "On Human Inspired Semantic SLAM's Feasibility," in 6th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing (ANNIIP 2010), Funchal, Madeira, Portugal, Jun. 2010, pp. 99-108. <hal-00922953>.

ref_biblio

D. M. Ramik, C. Sabourin, and K. Madani, "Toward Human Inspired Semantic SLAM," in IFAC-IEEE International Conference on Informatics in Control Automation and Robotics (IFAC/IEEE ICINCO 2010), Funchal, Madeira, Portugal, Jun. 2010, pp. 360-363. <hal-00922955>.

ref_biblio

D. Ramik, C. Sabourin, and K. K. Madani, "Designing Human Inspired SLAM for Humanoid Robots," in 5èmes Journées Nationales de la Robotique Humanoïde, Futuroscope, Poitiers, France, 2010. <hal-01680103>.

ref_biblio

J. Gautrais, M. Soria, R. Fournier, F. Ginelli, S. Blanco, H. Chaté, and G. Theraulaz, "Experimental identification of fish interactions in a tank predicts velocity-induced phase transition," in Colmot 2010, Statistical Physics and Biology of Collective Motion, Dresde,GERMANY, Dresde, Germany, 2010. <hal-03943253>.

ref_biblio

K. K. Madani, "La reconnaissance faciale dans un contexte de biométrie de masse," in Ecole à la Préparation de la Recherche Appliquée, EPRA’2010, Iles de Kerkennah, Tunisia, Jun. 2010. <hal-01680104>.

ref_biblio

K. K. Madani, "La vision et l’intelligence artificielle : deux ingrédients puissants pour le diagnostic industriel," in Ecole à la Préparation de la Recherche Appliquée, EPRA’2010, Iles de Kerkennah, Tunisia, 2010. <hal-01680106>.

ref_biblio

K. K. Madani, "Multi-level cognitive machine-learning based concept for humanoid robots' awareness: application to human-like ''artificial'' autonomous stroll of humanoid robots," in the 2nd International Conference on Aware Computing, ISAC 2010, Tainan, Taiwan, 2010. <hal-01680105>.

ref_biblio

K. K. Madani, M. Sene, and V. Amarger, "A multi-experts methodology for early detection and diagnosis of mechanical defects," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2010, Brest State Technical University, Belarus, 2010, pp. 320-325. <hal-01680066>.

ref_biblio

K. Madani, "La reconnaissance faciale dans un contexte de biométrie de masse," in Ecole à la Préparation de la Recherche Appliquée, EPRA'2010, Iles de Kerkennah, Tunisia, Jun. 2010. <hal-00915559>.

ref_biblio

K. Madani, "La vision et l'intelligence artificielle : deux ingrédients puissants pour le diagnostic industriel," in Ecole à la Préparation de la Recherche Appliquée, EPRA'2010, Iles de Kerkennah, Tunisia, Jun. 2010. <hal-00915558>.

ref_biblio

K. Madani, "Multi-level cognitive machine-learning based concept for humanoid robots' awareness: application to human-like ''artificial'' autonomous stroll of humanoid robots," in 2nd International Conference on Aware Computing, ISAC 2010, Tainan, Taiwan, Nov. 2010. <hal-00915557>.

ref_biblio

L. Boubchir, A. A. Nait-Ali, and E. Petit, "Multivariate Statistical Modeling of images in sparce multiscale transforms domain," in Proc. Of the International Conference on Image Processing, ICIP 2010, Hong Kong, China, 2010, pp. 1877-1880. <hal-01680067>.

ref_biblio

L. Vaitsekhovich, V. Golovko, and K. K. Madani, "Application of Multi-Agent Systems with Neural Network classifiers for Attack Detection in TCP/IP," in Proc. of the XII Russian scientific and technical conference Neuroinformatika 2011, Moscow, Russia, 2010, pp. 182-191. <hal-01680070>.

ref_biblio

T. Wang, C. Sabourin, and K. K. Madani, "ANFIS controller for non-holonomic robots," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2010, Brest, Belarus, 2010, pp. 320-325. <hal-01680068>.

ref_biblio

V. Sofonea, S. Blanco, R. Fournier, B. Piaud, and V. Eymet, "Boltzmann models for out-ofequilibrium thermal flows : Toward an accurate simulation of the distribution function itself.," in 2nd European Conference on Microfluidics (micorFlu’10) , Toulouse, France, Toulouse, France, 2010. <hal-03943252>.

ref_biblio

W. Yu, C. Sabourin, and K. K. Madani, "Self-optimizing of structure parameters for CMAC neural network," in Proc. of the IEEE International Symposium on Knowledge Acquisition and Modeling, KAM 2010, Wuhan, China, 2010, pp. 432-436. <hal-01680069>.

ref_biblio

W. Yu, C. Sabourin, and K. Madani, "Self-optimizing of structure parameters for CMAC neural network," in IEEE International Symposium on Knowledge Acquisition and Modeling (KAM 2010), Wuhan, China, Oct. 2010, pp. 432-436. <hal-00922949>.

2009

ref_biblio

A. C. Chohra, A. Bahrammirzaee, and K. K. Madani, "Social and Cognitive System for Learning Negotiation Strategies with Incomplete Information," in Proc. of 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, 2009, pp. 610-618. <hal-01680075>.

ref_biblio

A. C. Chohra, K. K. Madani, and D. Kanzari, "Fuzzy Cognitive and Social Negotiation Agent Strategy for Computational Collective Intelligence," in Proc. of 1st Int. Conf. on Computational Collective Intelligence, ICCCI 2009, Wroclaw, Poland, 2009, pp. 252-265. <hal-01680077>.

ref_biblio

A. C. Chohra, and K. K. Madani, "Neural Image Recognition and Fuzzy Decision-Making Based Hybrid Intelligent Diagnosis Approach in Biomedicine and Industry," in the 1st IEEE International Conference on Image processing & Communications, IPC 2009, Bydgoczsz, Poland, 2009. <hal-01680108>.

ref_biblio

A. Chebira, I. Budnyk, and K. K. Madani, "Auto-organisation d’une structure neuronale arborescente," in XVI-èmes Rencontres de la Société Francophone de Classification, SFC’2009, Grenoble, France, 2009, pp. 19-22. <hal-01680109>.

ref_biblio

A. Chohra, and K. Madani, "Neural Image Recognition and Fuzzy Decision-Making Based Hybrid Intelligent Diagnosis Approach in Biomedicine and Industry," in 1st IEEE International Conference on Image processing & Communications, IPC 2009, Bydgoczsz, Poland, Sep. 2009. <hal-00915560>.

ref_biblio

A. Hazan, M. Verleysen, M. Cottrell, and J. Lacaille, "Random model of vibrations for Foreign Object Damage detection in a civil aircraft engine," in Proc. of the International Workshop on Machine Learning for Aerospace, MLA'09, Marseille, France, 2009, pp. 149-152. <hal-01680073>.

ref_biblio

D. Dhouib, A. A. Nait-Ali, C. Olivier, and S. Nacer, "Comparison of wavelet based coders applied to 3D Brain Tumor MRI Images," in Proc. Of the 6th International Multi-Conference on Systems, Signals and Devices, SSD'2009, Djerba, Tunisia, 2009, pp. 1-6. <hal-01680074>.

ref_biblio

K. K. Madani, "Bio-inspired Artificial Intelligence and Issued Applications," in the European Conference on Data Mining, ECDM’09, Algarve, Portugal, 2009. <hal-01680110>.

ref_biblio

K. K. Madani, "Toward Higher Level of Intelligent Systems for Complex Data Processing and Mining," in the European Conference on Data Mining, ECDM’09, Algarve, Portugal, 2009. <hal-01680107>.

ref_biblio

K. K. Madani, A. Chebira, and V. Amarger, "A.N.N. Based Approach to Mass Biometry Taking Advantage from Modularity," in Proc. of 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, 2009, pp. 1312-1319. <hal-01680076>.

ref_biblio

K. K. Madani, V. Amarger, and C. Sabourin, "ANN Based Solutions: It Is Time to Defeat Real-World and Industrial Dilemmas," in Proc. of 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, 2009, pp. 1328-1335. <hal-01680078>.

ref_biblio

K. Madani, "Bio-inspired Artificial Intelligence and Issued Applications," in European Conference on Data Mining, ECDM'09, Algarve, Portugal, Jun. 2009. <hal-00915561>.

ref_biblio

K. Madani, "Toward Higher Level of Intelligent Systems for Complex Data Processing and Mining," in European Conference on Data Mining, ECDM'09, Algarve, Portugal, Jun. 2009. <hal-00915562>.

ref_biblio

V. Eymet, R. Fournier, S. Blanco, and N. Meilhac, "An infrared radiative transfer parametrization for venusian global circulation models," in Eurotherm Nr83 Computational Thermal Radiation in Participating Media III, Lisbon, Portugal, Lisbon, Portugal, 2009. <hal-03943254>.

2008

ref_biblio

A. A. Nait-Ali, "Compression d’images multi-composantes," in Journée CNES des jeunes chercheurs, 8e édition, Institut Aéronautique et Spatial, Toulouse, France, 2008. <hal-01680112>.

ref_biblio

A. C. Chohra, A. Bahrammirzaee, and K. K. Madani, "Negotiation Agent Behaviors Based On Reinforcement Learning Approaches and Fuzzy ArtMap Neural Networks," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2008, Minsk, Belarus, 2008, pp. 56-64. <hal-01680081>.

ref_biblio

A. C. Chohra, A. Bahrammirzaee, and K. K. Madani, "Negotiation Behaviors Based On Artificial Intelligence and Social and Cognitive Human-Agent Interaction," in Proc. Of the 7th IEEE International conference on Computer Information Systems and Industrial Management, CISIM'08, Ostrava, Czech Republic, 2008, pp. 127-132. <hal-01680092>.

ref_biblio

A. C. Chohra, K. K. Madani, and D. Kanzari, "Reinforcement Q-Learning and Neural Networks To Acquire Negotiation Behaviors," in Proc. of 21st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, Wroclaw, Poland, 2008, pp. 23-33. <hal-01680087>.

ref_biblio

A. Makhloufi, A. Ouled-Zaid, A. Bouallegue, C. Olivier, and A. A. Nait-Ali, "JP3D compressed Domain Watermarking of volumetric Medical Data," in Proc. Of the 30th Annual International of the IEEE Engineering in Medecine and Biology Society, EMBS 2008, Vancouver, British Columbia, Canada, 2008. <hal-01680082>.

ref_biblio

A. Ouled-Zaid, A. Bouallegue, C. Olivier, and A. A. Nait-Ali, "Comp-denoiser adapted to coronary X-ray images," in Proc. of the 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, Hannover, Germany, 2008, pp. 189-192. <hal-01680083>.

ref_biblio

C. Sabourin, K. K. Madani, W. Yu, and J. Yan, "Obstacle Avoidance Strategy for Biped Robot Based on Fuzzy Q-Learning," in Proc. of the 11th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2008, Coimbra, Portugal, 2008, pp. 695-702. <hal-01680089>.

ref_biblio

D. Dhouib, A. A. Nait-Ali, C. Olivier, S. Nacer, and A. Ouled-Zaid, "Preliminary Results for Wireless Transmission of 3D Brain MRI images: Objective Evaluation of 3D SPIHT and JPEG2K," in Proc. Of the 3rd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2008, Damascus, Syria, 2008, pp. 1-6. <hal-01680085>.

ref_biblio

E. Bouyoucef, I. Budnyk, A. Chebira, and K. K. Madani, "A Modular Neural Classifier with Self-Organizing Learning: Performance Analysis," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2008, Minsk, Belarus, 2008, pp. 65-69. <hal-01680084>.

ref_biblio

I. Budnyk, A. Chebira, and K. K. Madani, "ZISC Neuro-computer for Tasks Complexity Estimation in T-DTS Framework Classification," in Proc. of 4th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, Madeira, Portugal, 2008, pp. 18-27. <hal-01680091>.

ref_biblio

I. Budnyk, E. Bouyoucef, A. Chebira, and K. K. Madani, "A Hybrid Multi-Neural Network Structure Optimization Handled by a Neurocomputer Complexity Estimator," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2008, Minsk, Belarus, 2008, pp. 310-314. <hal-01680079>.

ref_biblio

K. K. Madani, "Artificial Neural Networks Based Image Processing & Pattern Recognition: From Concepts to Real-World Applications," in the 1st IEEE International workshop on Image Processing, Theory Tools and Applications, IPTA’08, Sousse, Tunisia, 2008. <hal-01680113>.

ref_biblio

K. K. Madani, A. C. Chohra, A. Bahrrammizaie, and D. Kanzari, "SISINE: a Negotiation Training Dedicated Multi-Player Role Playing Platform Using Artificial Intelligence Skills," in Proc. Of the conference on Modelling and leArning in Social and Human Sciences, MASHS 2008, Créteil, France, 2008. <hal-01680111>.

ref_biblio

K. Madani, "Artificial Neural Networks Based Image Processing & Pattern Recognition: From Concepts to Real-World Applications," in 1st IEEE International workshop on Image Processing Theory, Tools and Applications, IPTA'08, Sousse, Tunisia, Nov. 2008. <hal-00915563>.

ref_biblio

M. Sene, A. Chebira, and K. K. Madani, "A Hybrid Multi-Experts Approach for Mechanical Defects' Detection and Diagnosis," in Proc. Of the 7th IEEE International conference on Computer Information Systems and Industrial Management, CISIM'08, Ostrava, Czech Republic, 2008, pp. 59-64. <hal-01680090>.

ref_biblio

M. Voiry, K. K. Madani, V. Amarger, and J. Bernier, "Problem Decomposition Driven by Local Intrinsic Dimension for Neural Network Based Classification," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2008, Minsk, Belarus, 2008, pp. 75-80. <hal-01680080>.

ref_biblio

W. Yu, C. Sabourin, K. K. Madani, and Y. Jie, "CMAC Neural network's Structure Optimization for Function Approximation," in Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2008, Minsk, Belarus, 2008, pp. 320-325. <hal-01680093>.

ref_biblio

W. Yu, C. Sabourin, K. K. Madani, and Y. Jie, "Foot Step Planning for Biped Robots Based on Fuzzy Q-Learning Approach," in Proc. Of the 5th International Conference on Informatics in Control Automation and Robotics, ICINCO 2008, Madeira, Portugal, 2008, pp. 183-188. <hal-01680086>.

ref_biblio

W. Yu, C. Sabourin, and K. K. Madani, "Design of Footstep Planning Controller for Humanoid Robot in Dynamic Environment," in Proc. of IEEE International Symposium Conference on Knowledge Acquisition and Modeling, KAM 2008, Wuhan, China, 2008, pp. 840-843. <hal-01680088>.

2022

ref_biblio

A. Othmani, A. Triger, M. Muzammel, and T. Westelynck, "PROCEDE POUR DETERMINER LE NIVEAU DE POLLUTIONDANS LE SOUS-SOL D’UN SITE" France Patent FR2101972 , Sep. 2022 <hal-04336907>.

2012

ref_biblio

A. A. Nait-Ali, and R. Fournier, "Système de filtrage et de contrôle adaptatif en temps réel des contenus multimédia par les caractéristiques biométriques" France Patent MAO 130325 , Oct. 2012 <hal-01683235>.

2026

ref_biblio

J. Barata, K. Madani, and H. Panetto, Innovative Intelligent Industrial Production and Logistics, 6th IFAC/INSTICC International Conference, Marbella, Spain, France, Communications in Computer and Information Science, vol. 2825, 2826, Springer, Jan. 2026. <10.1007/978-3-032-15576-4>. <hal-05482011>.

2023

ref_biblio

A. Smirnov, H. Panetto, and K. Madani, Innovative Intelligent Industrial Production and Logistics, Communications in Computer and Information Science, vol. 1855, Springer Nature Switzerland, Jul. 2023, pp. 159. <10.1007/978-3-031-37228-5>. <hal-04190223>.

2022

ref_biblio

A. Fred, C. Sansone, O. Gusikhin, and K. K. Madani, Proceedings of the 3rd International Conference on Deep Learning Theory and Applications (DELTA 2022), SCITEPRESS - Science and Technology Publications, 2022. <10.5220/0000163000003277>. <hal-04324919>.

ref_biblio

H. Panetto, G. Weichhart, A. Smirnov, and K. Madani, Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2022, vol. 1, SCITEPRESS - Science and Technology Publications, Dec. 2022, pp. 313. <10.5220/0000166500003329>. <hal-04324899>.

2021

ref_biblio

A. Fred, C. Sansone, and K. K. Madani, Proceedings of the 2nd International Conference on Deep Learning Theory and Applications'' (DELTA 2021), SCITEPRESS - Science and Technology Publications, Aug. 2021. <10.5220/0000148800002996>. <hal-04324949>.

ref_biblio

A. Fred, C. Sansone, and K. Madani, Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, SCITEPRESS - Science and Technology Publications, 2021. <10.5220/0000148800002996>. <hal-04476658>.

ref_biblio

A. Nait-Ali, Proceedings of the 4rd IEEE International Conference on Bio-engineering for Smart Technologies (BioSMART 2021), 2021. <10.1109/BioSMART54244.2021>. <hal-04325858>.

ref_biblio

A. Nait-Ali, Proceedings of the 4rd IEEE International Conference on Bio-engineering for Smart Technologies (BioSMART 2021), IEEE, Dec. 2021. <10.1109/BioSMART54244.2021>. <hal-04325853>.

ref_biblio

H. Panetto, M. Macchi, and K. K. Madani, Proceedings of the 2nd International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL 2021), vol. Vol. 1, SCITEPRESS - Science and Technology Publications, Oct. 2021, pp. 235. <10.5220/0000153300003062>. <hal-03414338>.

ref_biblio

H. Panetto, M. Macchi, and K. Madani, Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL 2021), 2021. <hal-04348703>.

ref_biblio

O. Gusikhin, H. Nijmeijer, and K. K. Madani, Proceedings of International Conference on Informatics in Control Automation and Robotics'' (IFAC - ICINCO 2021), SCITEPRESS - Science and Technology Publications, Aug. 2021. <10.5220/0000149000002994>. <hal-04325009>.

2020

ref_biblio

A. Fred, and K. K. Madani, Proceedings of the 1st International Conference on Deep Learning Theory and Applications, SCITEPRESS - Science and Technology Publications, 2020. <10.5220/0000134200002777>. <hal-04476648>.

ref_biblio

H. Panetto, K. K. Madani, and A. Smirnov, Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL 2020), SciTecPress, Dec. 2020. <hal-04325493>.

ref_biblio

H. Panetto, K. Madani, and A. Smirnov, Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2020, SciTePress, Nov. 2020. <hal-03414322>.

ref_biblio

J. J. Merelo, J. M. Garibaldi, C. Wagner, T. Bäck, K. K. Madani, and K. Warwick, Proceedings of International Joint Conference on Computational Intelligence'' (IJCCI 2020), SCITEPRESS - Science and Technology Publications, Dec. 2020. <10.5220/0000136200002764>. <hal-04325500>.

ref_biblio

O. Gusikhin, K. K. Madani, and J. Zaytoon, Proceedings of International Conference on Informatics in Control Automation and Robotics'' (IFAC - ICINCO 2020), SCITEPRESS - Science and Technology Publications, Aug. 2020. <10.5220/0000134400002718>. <hal-04325509>.

ref_biblio

P. Galambos, and K. K. Madani, Proceedings of the International Conference on Robotics, Computer Vision and Intelligent Systems'' (ROBOVIS 2020), SCITEPRESS - Science and Technology Publications, Dec. 2020. <10.5220/0000142300002845>. <hal-04325016>.

2019

ref_biblio

A. Nait-Ali, Proceedings of 3rd International Conference on Bio-engineering for Smart Technologies (BioSMART 2019), IEEE, 2019. <10.1109/BioSMART47056.2019>. <hal-04476900>.

ref_biblio

J. J. Merelo, J. M. Garibaldi, A. L. Barranco, K. K. Madani, and K. Warwick, Proceedings of International Joint Conference on Computational Intelligence'' (IJCCI 2019), SCITEPRESS - Science and Technology Publications, Oct. 2019. <10.5220/0000126100002370>. <hal-04325514>.

ref_biblio

O. Gusikhin, K. K. Madani, and J. Zaytoon, Proceedings of International Conference on Informatics in Control Automation and Robotics'' (IFAC - ICINCO 2019), vol. Vol.1, SciTecPress, Sep. 2019. <hal-04325792>.

ref_biblio

O. Gusikhin, K. K. Madani, and J. Zaytoon, Proceedings of International Conference on Informatics in Control Automation and Robotics'' (IFAC - ICINCO 2019), vol. Vol.2, Sep. 2019. <hal-04325806>.

2018

ref_biblio

C. Sabourin, J. J. Merelo, A. L. Barranco, K. K. Madani, and K. Warwick, Proceedings of International Joint Conference on Computational Intelligence (IJCCI 2018),, SciTecPress, Oct. 2018. <hal-04325818>.

ref_biblio

O. Gusikhin, and K. Madani, Proceedings of International Conference on Informatics in Control Automation and Robotics, vol. Vol.1, Jul. 2018. <hal-04325843>.

ref_biblio

O. Gusikhin, and K. Madani, Proceedings of International Conference on Informatics in Control Automation and Robotics, vol. Vol.2, SciTecPress, Sep. 2018. <hal-04325847>.

2017

ref_biblio

A. Nait-Ali, Proceedings of the 2nd IEEE International Conference on Bio-engineering for Smart Technologies, BioSMART 2017, 2017. <hal-01865224>.

2016

ref_biblio

J. Filipe, O. Gusikhin, K. K. Madani, and J. Sasiadek, Informatics in Control, Automation and Robotics:, Vienna, Austria, Lecture Notes in Electrical Engineering series, vol. 370, Sep. 2016. <hal-01682067>.

ref_biblio

J. Merelo, A. Rosa, J. M. Cadenas, A. Dourado-Correia, K. K. Madani, A. Ruano, and J. Filipe, Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2015,, Lisbon, Portugal, Nov. 2016. <hal-01682066>.

2023

ref_biblio

A. Othmani, B. Brahem, Y. Haddou, and M. Khan, "Machine Learning-based Approaches for Post-Traumatic Stress Disorder Diagnosis using Video and EEG Sensors: A Review," unpublished, Dec. 2023. <10.36227/techrxiv.21967115.v1>. <hal-04336913>.

ref_biblio

H. Zein, S. Chantaf, R. Fournier, and A. Nait-Ali, "Generative Adversarial Networks for anonymous Acneic face dataset generation," unpublished, Dec. 2023. <10.48550/arXiv.2211.04214>. <hal-04333971>.

2012

ref_biblio

A. Hazan, M. Verleysen, M. Cottrell, J. Lacaille, and K. Madani, "Probabilistic outlier detection in vibration spectra with small learning dataset," unpublished, Mar. 2012. <hal-00681036>.