Chakib Tadj

Professeur

Département

Département de génie électrique

Formation

Dipl. d'ing. (Algérie), D.E.A. (Université Pierre-et-Marie-Curie, France), Ph.D. (ENST, France)

Bureau

A-2633

Courriel

chakib.tadj@etsmtl.ca

Expertises

Informatique ubiquitaire
Systèmes multimodaux
Traitement du signal de la parole

Cours

3 crédits Hiver 2024

3 crédits Été 2024

3 crédits Automne 2024

3 crédits Hiver 2024

Encadrements

En codirection avec : Christian S. Gargour
Utilisation de la transformée de Fourier et de la transformée d'ondelettes pour la reconnaissance du locuteur, par Nabil Badri
Automne 2002

Nouvelles techniques de segmentation pour caractériser le timbre vocal d'un locuteur en vue de la vérification automatique de l'identité., par Azzouz Benlahouar
Été 2003

En codirection avec : Amar Ramdane-Cherif
Fusion multimodale et services web, par Atef Zaguia
Automne 2010
Attention Mechanism in Neural Network for Early Diagnosis in Newborns Using Cry Signals, par Anisan Gunarathinam
Automne 2021
Étude comparative des différentes méthodes d'estimation de la fréquence fondamentale des cris des nouveau-nés, par Khedidja Nekab
Automne 2013
En codirection avec : Christian S. Gargour
Dépistage de pathologies par analyse de cris néonataux à l'aide de réseaux de neurones, par François Brault
Automne 2018
Implémentation d'une infrastructure automatisée pour la gestion de données médicales, par Yugurta Sari
Été 2023

Interfaces multimodales : étude de faisabilité, par Faycal Kouch
Automne 2002
En codirection avec : Houari Abdelkrim Sahraoui
Les réseaux de pétri colorés, une approche de vérification dynamique d'une base de connaissances hybride "objet-règle", par Toufik Laroussi
Automne 2003

Architectures et modèles dynamiques dédiés aux applications multimodales, par Hicham Djenidi
Été 2007

En codirection avec : Yacine Bellik
Techniques d'interaction multimodales pour l'accès aux mathématiques par des personnes non-voyantes, par Ali Awde
Été 2009
En codirection avec : Nicole Levy
A Paradigm of an Interaction Context-Aware Pervasive Multimodal Multimedia Computing System, par Manolo Dulva Hina
Été 2010
En codirection avec : Ben Amar Chokri
Architecture logicielle pour l'informatique diffuse : modélisation du contexte et adaptation dynamique des services, par Moeiz Miraoui
Été 2009
Using Acoustic Features and Features Fusion in Infant Cry Diagnostic System, par Zahra Khalilzad
Automne 2023
Caractérisation des cris des nourrissons en vue du diagnostic précoce de différentes pathologies, par Yasmina Kheddache
Hiver 2014
En codirection avec : Amar Ramdane-Cherif
Fusion multimodale pour les systèmes d'interaction, par Ahmad Wehbi
Été 2013
En codirection avec : Amar Ramdane-Cherif
Fission Multimodale pour les sytèmes d'interaction, par Atef Zaguia
Automne 2013
En codirection avec : Moeiz Miraoui
Modélisation et spécification formelle de contexte et sa prédiction dans les systèmes diffus: une approche basée sur la logique temporelle et le modèle stochastique, par Darine Ameyed
Automne 2016
Diagnosis of Diseases in Newborn Infants by Analysis of Cry Signals, par Hesam Farsaie Alaie
Été 2015
En codirection avec : Moeiz Miraoui
Adaptation dynamique des services dans l'informatique ubiquitaire par utilisation de similarité contextuelle, par Djamel Guessoum
Été 2016
Segmentation automatique des cris des nouveau-nés en vue du dépistage précoce des problèmes neurophysiologiques, par Lina Abou-Abbas
Automne 2016
En codirection avec : Moeiz Miraoui
Adaptation de services dans un espace intelligent sensible au contexte, par Somia Belaidouni
Été 2018
Use of Prosodic Features in Infant Cry Diagnostic System, par Fatemeh Salehianmatikolaie
Automne 2021
Automatically Classification Infant's Diseases using Cry Signals and Machine Learning Algorithms, par Somaye Valizade Shayegh
Automne 2024
En codirection avec : Christian S. Gargour
Analysis and Diagnosis of Newborn Cry Signals based on Signal Processing, Statistical Physics and Deep Learning, par Salim Lahmiri
Été 2024

Publications

Zahra Khalilzad, Chakib Tadj. 2024 « Use of psychoacoustic spectrum warping, decision template fusion, and neighborhood component analysis in newborn cry diagnostic systems ». Journal of the Acoustical Society of America vol. 155 , nº 2. p. 901-914
Fatemeh Salehian Matikolaie, Chakib Tadj. 2024 « Machine learning-based cry diagnostic system for identifying septic newborns ». Journal of Voice vol. 38 , nº 4. p. 963.e1-963.e14
Mohammad Tami, Sari Masri, Ahmad Hasasneh, Chakib Tadj. 2024 « Transformer-based approach to pathology diagnosis using audio spectrogram ». Information vol. 15 , nº 5
Zahra Khalilzad, Chakib Tadj. 2023 « Using CCA-fused cepstral features in a deep learning-based cry diagnostic system for detecting an ensemble of pathologies in newborns ». Diagnostics vol. 13 , nº 5
Salim Lahmiri, Chakib Tadj, Christian Gargour, Stelios Bekiros. 2023 « Optimal tuning of support vector machines and k-NN algorithm by using Bayesian optimization for newborn cry signal diagnosis based on audio signal processing features ». Chaos, Solitons and Fractals vol. 167
Yara Zayed, Ahmad Hasasneh, Chakib Tadj. 2023 « Infant cry signal diagnostic system using deep learning and fused features ». Diagnostics vol. 13 , nº 12
Somia Belaidouni, Moeiz Miraoui, Chakib Tadj. 2022 « QL-CBR hybrid approach for adapting context-aware services ». Computer Systems Science and Engineering vol. 43 , nº 3. p. 1085-1098
Zahra Khalilzad, Ahmad Hasasneh, Chakib Tadj. 2022 « Newborn cry-based diagnostic system to distinguish between sepsis and respiratory distress syndrome using combined acoustic features ». Diagnostics vol. 12 , nº 11
Zahra Khalilzad, Yasmina Kheddache, Chakib Tadj. 2022 « An entropy-based architecture for detection of sepsis in newborn cry diagnostic systems ». Entropy vol. 24 , nº 9
Salim Lahmiri, Chakib Tadj, Christian Gargour. 2022 « Nonlinear statistical analysis of normal and pathological infant cry signals in cepstrum domain by multifractal wavelet leaders ». Entropy vol. 24 , nº 8
Salim Lahmiri, Chakib Tadj, Christian Gargour, Stelios Bekiros. 2022 « Deep learning systems for automatic diagnosis of infant cry signals ». Chaos, Solitons and Fractals vol. 154
Fatemeh Salehian Matikolaie, Yasmina Kheddache, Chakib Tadj. 2022 « Automated newborn cry diagnostic system using machine learning approach ». Biomedical Signal Processing and Control vol. 73
Salim Lahmiri, Chakib Tadj, Christian Gargour. 2021 « Biomedical diagnosis of infant cry signal based on analysis of cepstrum by deep feedforward artificial neural networks ». IEEE Instrumentation and Measurement Magazine vol. 24 , nº 2. p. 24-29
Salim Lahmiri, Chakib Tadj, Christian Gargour, Stelios Bekiros. 2021 « Characterization of infant healthy and pathological cry signals in cepstrum domain based on approximate entropy and correlation dimension ». Chaos, Solitons and Fractals vol. 143
Fatemeh Salehian Matikolaie, Chakib Tadj. 2020 « On the use of long-term features in a newborn cry diagnostic system ». Biomedical Signal Processing and Control vol. 59
Yasmina Kheddache, Chakib Tadj. 2019 « Identification of diseases in newborns using advanced acoustic features of cry signals ». Biomedical Signal Processing and Control vol. 50. p. 35-44
Darine Ameyed, Moeiz Miraoui, Atef Zaguia, Fehmi Jaafar, Chakib Tadj. 2018 « Using probabilistic temporal logic PCTL and model checking for context prediction ». Computing and Informatics vol. 37 , nº 6. p. 1411-1442
Moeiz Miraoui, Sherif El-etriby, Chakib Tadj, Abdulbasit Zaid Abid. 2018 « A hybrid modular context-aware services adaptation for a smart living room ». Intelligent Automation and Soft Computing vol. 24 , nº 2. p. 299-308
Lina Abou-Abbas, Chakib Tadj, Hesam Alaie Fersaie. 2017 « A fully automated approach for baby cry signal segmentation and boundary detection of expiratory and inspiratory episodes ». Journal of the Acoustical Society of America vol. 142 , nº 3. p. 1318-1331
Lina Abou-Abbas, Chakib Tadj, Christian Gargour, Leila Montazeri. 2017 « Expiratory and inspiratory cries detection using different signals' decomposition techniques ». Journal of Voice vol. 31 , nº 2. p. 259.e13-259.e28
Somia Belaidouni, Moeiz Miraoui, Chakib Tadj. 2017 « Using MVCA to improve architecture modularity of smart spaces ». Journal of Computer Science vol. 13 , nº 10. p. 460-469
H. Dahmani, C. Tadj. 2017 « Quantifying baby crying rhythm abnormalities using multilayer perceptron ». The Mediterranean Journal of Measurement and Control vol. 13 , nº 4. p. 824-833
Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2017 « Contextual case-based reasoning applied to a mobile device ». International Journal of Pervasive Computing and Communications vol. 13 , nº 3. p. 282-299
Darine Ameyed, Moeiz Miraoui, Chakib Tadj. 2016 « Spatiotemporal context modelling in pervasive context-aware computing environment: a logic perspective ». International Journal of Advanced Computer Science and Applications vol. 7 , nº 4. p. 407-414
Somia Belaidouni, Moeiz Miraoui, Chakib Tadj. 2016 « Towards an efficient smart space architecture ». International Journal of Advanced Studies in Computer Science and Engineering vol. 5 , nº 1. p. 18-27
Hesam Farsaie Alaie, Lina Abou-Abbas, Chakib Tadj. 2016 « Cry-based infant pathology classification using GMMs ». Speech Communication vol. 77. p. 28-52
Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2016 « Contextual location prediction using spatio-temporal clustering ». International Journal of Pervasive Computing and Communications vol. 12 , nº 3. p. 290-309
Djamel Guessoum, Moeiz Miraoui, Atef Zaguia, Chakib Tadj. 2016 « A measure of semantic similarity between a reference context and a current context ». Journal of Ambient Intelligence and Smart Environments vol. 8 , nº 6. p. 697-707
Moeiz Miraoui, Sherif El-etriby, Abdulasit Zaid Abid, Chakib Tadj. 2016 « Agent-based context-aware architecture for a smart living room ». International Journal of Smart Home vol. 10 , nº 5. p. 39-54
Lina Abou-Abbas, Hesam Fersaie Alaie, Chakib Tadj. 2015 « Automatic detection of the expiratory and inspiratory phases in newborn cry signals ». Biomedical Signal Processing and Control vol. 19. p. 35-43
Darine Ameyed, Moeiz Miraoui, Chakib Tadj. 2015 « A spatiotemporal context definition for service adaptation prediction in a pervasive computing environment ». International Journal of Advanced Studies in Computer Science and Engineering vol. 4 , nº 4. p. 6-14
Darine Ameyed, Moeiz Miraoui, Chakib Tadj. 2015 « A survey of prediction approach in pervasive computing ». International Journal of Scientific and Engineering Research vol. 6 , nº 5. p. 306-316
Meryem Boudra, Manolo Dulva Hina, Amar Ramdane-Cherif, Chakib Tadj. 2015 « Architecture and ontological modelling for assisted driving and interaction ». International Journal of Advanced Computer Research vol. 5 , nº 20. p. 270-283
Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2015 « Survey of semantic similarity measures in pervasive computing ». International Journal on Smart Sensing and Intelligent Systems vol. 8 , nº 1. p. 125-158
Yasmina Kheddache, Chakib Tadj. 2015 « Resonance frequencies behavior in pathologic cries of newborns ». Journal of Voice vol. 29 , nº 1. p. 1-12
Atef Zaguia, Chakib Tadj, Amar Ramdane-Cherif. 2015 « Context-based method using bayesian network in multimodal fission system ». International Journal of Computational Intelligence Systems vol. 8 , nº 6. p. 1076-1090
Atef Zaguia, Chakib Tadj, Amar Ramdane-Cherif. 2015 « Prototyping using a pattern technique and a context-based bayesian network in multimodal systems ». International Journal on Smart Sensing and Intelligent Systems vol. 8 , nº 3. p. 1667-1686
Hesam Farsaie Alaie, Chakib Tadj. 2013 « Splitting of Gaussian models via adapted BML method pertaining to cry-based diagnostic system ». Engineering vol. 5 , nº 10B. p. 277-283
Yasmina Kheddache, Chakib Tadj. 2013 « Acoustic measures of the cry characteristics of healthy newborns and newborns with pathologies ». Journal of Biomedical Science and Engineering vol. 6 , nº 8. p. 796-804
Yasmina Kheddache, Chakib Tadj. 2013 « Characterization of pathologic cries of newborns based on fundamental frequency estimation ». Engineering vol. 5 , nº 10B. p. 272-276
Yasmina Kheddache, Chakib Tadj. 2013 « Frequential characterization of healthy and pathologic newborns cries ». American Journal of Biomedical Engineering vol. 3 , nº 6. p. 182-193
Ahmad Wehbi, Atef Zaguia, Amar Ramdane-Chérif, Chakib Tadj. 2013 « Multimodal fusion for interaction systems ». Journal of Emerging Trends in Computing and Information Sciences vol. 4 , nº 5. p. 445-458
Atef Zaguia, Ahmad Wehbi, Moeiz Miraoui, Chakib Tadj, Amar Ramdane-Chérif. 2013 « Modeling rules fission and modality selection using ontology ». Journal of Software Engineering and Applications vol. 6 , nº 7. p. 354-371
Atef Zaguia, Ahmad Wehbi, Chakib Tadj, Amar Ramdane-Chérif. 2013 « Multimodal fission for interaction architecture ». Journal of Emerging Trends in Computing and Information Sciences vol. 4 , nº 1. p. 152-166
Hesam Farsaie Alaie, Chakib Tadj. 2012 « Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture Models ». Modelling and Simulation in Engineering vol. 2012
Moeiz Miraoui, Chakib Tadj, Jaouhar Fattahi, Chokri Ben-Amar. 2011 « Dynamic context-aware and limited resources-aware service adaptation for pervasive computing ». Advances in Software Engineering vol. 2011
Lotfi Tadj, Zhe George Zhang, Chakib Tadj. 2011 « A queueing analysis of multi-purpose production facility's operations ». Journal of Industrial and Management Optimization vol. 7 , nº 1. p. 19-30
A. Awdé, Moeiz Miraoui, Chakib Tadj, Y. Bellik. 2010 « Modeling and simulation of a pervasive multimodal multimedia computing system for visually-impaired users ». International Journal of Advancements in Computing Technology vol. 2 , nº 3. p. 6-14
A. Zaguia, M. D. Hina, Chakib Tadj, Amar Ramdane-Cherif. 2010 « Interaction context-aware modalities and multimodal fusion for accessing web-services ». Ubiquitous Computing and Communication Journal vol. 5 , nº 4
A. Zaguia, M. D. Hina, Chakib Tadj, Amar Ramdane-Cherif. 2010 « Using multimodal fusion in accessing web services ». Journal of Emerging Trends in Computing and Information Sciences (CIS) vol. 1 , nº 2. p. 121-137
A. Awdé, Manolo Dulva Hina, Chakib Tadj, Y. Bellik, Amar Ramdane-Cherif. 2009 « An adaptive multimodal multimedia computing system for presentation of mathematical expressions to visually-impaired users ». Journal of Multimedia vol. 4 , nº 4. p. 182-195
A. Awdé, Chakib Tadj, Y. Bellik. 2009 « Infrastructure of an adaptive multi-agent system for presentation of mathematical expression to visually-impaired users ». ISAST Transactions on Computers and Intelligent Systems vol. 1 , nº 1. p. 17-27
Manolo Dulva Hina, Amar Ramdane-Cherif, Chakib Tadj, Nicole Lévy. 2009 « Infrastructure of a context adaptive and pervasive multimodal multimedia computing system ». Journal of Information, Intelligence and Knowledge vol. 1 , nº 3. p. 281-308
Ali Awde, Yacine Bellik, Chakib Tadj. 2008 « Complexity of mathematical expressions in adaptive multimodal multimedia system ensuring access to mathematics for visually impaired users ». International Journal of Computer and Information Science and Engineering vol. 2 , nº 2. p. 103-115
Ali Awdé, Manolo Dulva Hina, Chakib Tadj, Yacine Bellik, Ramdane Cherif. 2008 « Middleware for ubiquitous access to mathematical expressions for visually-impaired users ». Ubiquitous Computing and Communication Journal vol. 3 , nº 5. p. 1-14
Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2008 « Architectural survey of context-aware systems in pervasive computing environment ». Ubiquitous Computing and Communication Journal vol. 3 , nº 3. p. 1-9
Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2008 « Context modeling and context-aware service adaptation for pervasive computing systems ». International Journal of Computer and Information Science and Engineering vol. 2 , nº 3. p. 148-157
M. D. Hina, Chakib Tadj, A. R. Cherif, N. Levy. 2007 « Towards a context-aware pervasive and adaptive multimodality ». Research in Computing Science vol. 29. p. 225-235
M. Miraoui, Chakib Tadj. 2007 « A service oriented architecture for context-aware systems ». Research in Computing Science vol. 29. p. 236-244
Chakib Tadj, Toufik Laroussi. 2006 « Dynamic verification of an object-rule knowledge base using colored petri nets ». Journal of Systemics, Cybernetics and Informatics vol. 4 , nº 3. p. 23-31
H. Djenidi, S. Benarif, A. Ramdane-Cherif, Chakib Tadj, N. Levy. 2004 « Generic multimedia multimodal agents paradigms and their dynamic reconfiguration at the architectural level ». EURASIP Journal on Applied Signal Processing vol. 2004 , nº 11. p. 1688-1707
Hicham Djenidi, Amar Ramdane-Cherif, Chakib Tadj, Nicole Levy. 2004 « Generic pipelined multi-agents architecture for multimedia multimodal software environment ». Journal of Object Technology vol. 3 , nº 8. p. 147-169
Lotfi Tadj, Chakib Tadj. 2003 « On an M/D/1 queueing system ». Journal of Statistical Theory and Applications vol. 2 , nº 1. p. 17-32
Lotfi Tadj, Chakib Tadj. 2003 « The departure process of a quorum queueing system ». Computers and Mathematics with Applications vol. 45 , nº 4-5. p. 655-664
Lotfi Tadj, Chakib Tadj. 2002 « Recursive solution to a quorum queueing system ». Mathematical and Computer Modelling vol. 35 , nº 3-4. p. 283-293

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif, Nicole Lévy. 2009 « Autonomic communication in pervasive multimodal multimedia computing system ». In Autonomic communication. p. 251-283. Springer

N. Badri, A. Benlahouar, Chakib Tadj, Christian Gargour, V. Ramachandran. 2002 « On the use of wavelets and Fourier transforms for speaker verification ». Communication lors de la conférence : 45th Midwest Symposium on Circuits and Systems (Tulsa, OK, USA, Aug., 2002)
H. Djenidi, Chakib Tadj. 2002 « A generic multi-agent architecture for multimedia multimodal dialogs ». Communication lors de la conférence : Second Workshop on Modelling of Objects, Components and Agents (MOCA'02) (Aarhus, Denmark, Aug., 2002)
H. Djenidi, Chakib Tadj. 2002 « Architectures multi-agents génériques à base de réseaux de Pétri ». Communication lors de la conférence : 14e Conférence Francophone sur l'Interaction Homme-Machine (IHM'02) (Poitiers, France, nov. 2002)
H. Djenidi, Chakib Tadj, A. R. Cherif, N. Levy. 2002 « Dynamic based multi-agent architecture for multimedia multimodal dialogs ». Communication lors de la conférence : IEEE Workshop on Knowledge Media Networking (KMN'02) (Kyoto, Japan, July 12, 2002)
H. Djenidi, Chakib Tadj, A. Ramdane-Cherif, N. Levy. 2002 « Dynamic based agent reconfiguration of multimedia multimodal architecture. ». Communication lors de la conférence : IEEE Fourth International Symposium on Multimedia Software Engineering (MSE'2002) (Newport Beach, CA, USA, Dec. 11-13, 2002)
Chakib Tadj. 2002 « Neural networks-based preprocessing for speaker identification ». Communication lors de la conférence : Multiconference on Systemics, Cybernetics and Informatics (Orlando, FL, USA, July, 2002)
L. Tadj, Chakib Tadj. 2002 « Optimal control of a bulk queueing system ». Communication lors de la conférence : Workshop on Industrial Mathematics (Dhahran, Saudi Arabia, Oct., 2002)
Chakib Tadj. 1999 « New issues on nonlinear discriminant analysis for speaker recognition ». Communication lors de la conférence : Information Systems, Analysis and Synthesis / Systemics Cybernetics and Informatics (ISAS/SCI99) (Orlando, FL, USA, July, 1999)
Chakib Tadj, Pierre Dumouchel, M. Mihoubi, P. Ouellet. 1999 « Environment adaptation and long term parameters in speaker identification ». Communication lors de la conférence : European Speech Communication Association (EuroSpeech) (Budapest, Hungary, Sept., 1999)

Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2016 « A modification of wu and palmer semantic similarity measure ». The Tenth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM) (Venice, Italy, Oct. 09-13, 2016) IARIA
M. Miraoui, S. El-Etriby, A. Zaid Abid, C. Tadj. 2016 « A logic based context modeling and context-aware services adaptation for a smart office ». Proceedings of the International Computer Sciences and Informatics Conference (ICSIC 2016) (Amman, Jordan, Jan. 12-13, 2016) Amman Arab University
L. Abou-Abbas, H. F. Alaei, Chakib Tadj. 2015 « Segmentation of voiced newborns' cry sounds using wavelet packet based features ». 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE). Proceedings (Halifax, NS, Canada, May 3-6, 2015) IEEE
Lina Abou-Abbas, Leila Montazeri, Christian Gargour, Chakib Tadj. 2015 « On the use of EMD for automatic newborn cry segmentation ». 2015 International Conference on Advances in Biomedical Engineering (ICABME) (Beirut, Lebanon, Sept. 16-18, 2015) IEEE
Moeiz Miraoui, Sherif El-etriby, Chakib Tadj, Abdulbasit Zaid Abid. 2015 « Ontology-based context modeling for a smart living room ». Proceedings of the World Congress on Engineering and Computer Science 2015 (San Francisco, CA, USA, Oct. 21-23, 2015) Newswood Limited and International Association of Engineers
Moeiz Miraoui, Nesrine Rtimi, Rim Cherif, Chakib Tadj. 2014 « Context-aware services adaptation for a smart living room ». 2014 World Symposium on Computer Applications & Research (WSCAR) (Sousse, Tunisia, Jan 18-20, 2014) IEEE
M. Miraoui, C. Tadj, H. Belgacem. 2013 « Dynamic context-aware adaptation of mobile phone incoming call indication using context similarity ». 2013 World Congress on Computer and Information Technology (WCCIT) (Sousse, Tunisia, June 22-24, 2013) IEEE
Yasmina Kheddache, Chakib Tadj. 2012 « Newborn's pathological cry identification system ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
Ahmad Wehbi, Amar Ramdane Cherif, Chakib Tadj. 2012 « Modeling ontology for multimodal interaction in ubiquitous computing systems ». 14th ACM International Conference on Ubiquitous Computing (Pittsburgh, PA, USA, Sept 5-8, 212) Association for Computing Machinery
A. Zaguia, Chakib Tadj, A. R. Cherif. 2012 « Architecture générique pour le processus de la fission multimodale ». 25ième Conférence Canadienne de Génie Électrique et Génie Informatique (CCGEI) (Montréal, QC, Canada, 29 avril-2 mai 2012)
Ali Messaoud, Chakib Tadj. 2011 « Analysis of acoustic features of infant cry for classification purposes ». 24th Canadian Conference on Electrical and Computer Engineering (CCECE) (Niagara Falls, Canada, May 8-11, 2011) Institute of Electrical and Electronics Engineers
Ahmad Wehbi, Manolo Dulva Hina, Atef Zaguia, Amar Ramdane-Cherif, Chakib Tadj. 2011 « Patterns architecture for fusion engines ». 9th International Conference on Smart Homes and Health Telematics (ICOST) (Montreal, Canada, June 20-22, 2011) Springer
Ahmad Wehbi, Amar Ramdane-Cherif, Chakib Tadj. 2011 « Designing patterns for multimodal fusion ». 12th International Conference on Computer Systems and Technologies (CompSysTech) (Vienna, Austria, June 16-17, 2011) Association for Computing Machinery
A. Messaoud, Chakib Tadj. 2010 « A cry-based babies identification system ». 4th International Conference on Image and Signal Processing (ICISP) (Trois-Rivières, Québec, Canada, June 30-Jul. 2, 2010) Springer Verlag
Hicham Djenidi, Amar Ramdane-Cherif, Nicole Lévy, Chakib Tadj. 2009 « Dynamic reconfiguration of multimodal architectures ». International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing (CompSysTech) (Ruse, Bulgaria, June 18-19, 2009) Association for Computing Machinery
Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2009 « Dynamic context-aware service adaptation in a pervasive computing system ». 3rd International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM) (Sliema, Malta, Oct. 11-16, 2009) Institute of Electrical and Electronics Engineers
Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2009 « Modeling and simulation of a multiagent service oriented architecture for pervasive computing systems ». Workshop on Middleware for Ubiquitous and Pervasive Systems (WUMPS) (Dublin, Ireland, June 15-16, 2009) Association for Computing Machinery
Ali Awde, Chakib Tadj, Yacine Bellik. 2008 « Un systeme multi-agent pour la présentation d'expressions mathématiques à des utilisateurs non-voyants ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Niagara Falls, Canada, May 4-7, 2008) Institute of Electrical and Electronics Engineers Inc.
Chakib Tadj, Amar Ramdane-Cherif. 2008 « Context-aware dynamic architecture ». WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc. (Orlando, FL, United states, June 29-July 2, 2008) International Social Science Council,ISSC
Ali Awde, Manolo Dulva Hina, Yacine Bellik, Amar Ramdane-Cherif, Chakib Tadj. 2007 « Task migration in a pervasive multimodal multimedia computing system for visually-impaired users ». Advances in Grid and Pervasive Computing : Second International Conference, GPC 2007, Paris, France, May 2-4, 2007. Proceedings (Paris, France, May 2-4, 2007) Springer
A. R. Cherif, M. D. Hina, Chakib Tadj, N. Levy. 2007 « Analysis of a new ubiquitous multimodal multimedia computing system ». Ninth IEEE International Symposium on Multimedia (ISM) (Taichung, Taïwan, Dec. 10-12, 2007) Institute of Electrical and Electronics Engineers
A. R. Cherif, M. D. Hina, Chakib Tadj, N. Levy. 2007 « Quality attribute-driven software architecture of a pervasive multimodal computing system ». 20th International Conference on Computer and Their Applications in Industry and Engineering (CAINE) (San Francisco, CA, USA, Nov. 7-9, 2007) International Society for Computers and their Applications (ISCA)
Moeiz Miraoui, Chakib Tadj. 2007 « A service oriented definition of context for pervasive computing ». 16th International Conference on Computing (ICC) (Mexico City, Mexico, Nov. 4-9, 2007) IEEE Computer Society
Ghislain Ngantchaha, Chakib Tadj, Amar Ramdane-Cherif. 2007 « Contextguard: a multiagent system for controlling context ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Ottawa, Canada, May 7-10, 2006) Institute of Electrical and Electronics Engineers
Amar Ramdane-Cherif, H. Djenidi, Chakib Tadj. 2007 « Adaptive multimodal architectures ». 16th International Conference on Computing (ICC) (Mexico City, Mexico, Nov. 4-9, 2007) IEEE Computer Society
Ali Awde, Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif, Yacine Bellik. 2006 « A paradigm of a pervasive multimodal multimedia computing system for the visually-impaired users ». Advances in Grid and Pervasive Computing : First International Conference, GPC 2006, Taichung, Taiwan, May 3-5, 2006 : Proceedings (Taichung, Taïwan, May 3-5, 2006) Springer-Verlag
Ali Awde, Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif, Yacine Bellik. 2006 « Information access in a multimodal multimedia computing system for mobile visually-impaired users ». IEEE International Symposium on Industrial Electronics (ISIE) (Montreal, Canada, Jul. 9-13, 2006) Institute of Electrical and Electronics Engineers
Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006 « Attribute-driven design of incremental learning component of a ubiquitous multimodal multimedia computing system ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Ottawa, Canada, May 7-10, 2006) Institute of Electrical and Electronics Engineers
Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006 « Design of an incremental machine learning component of a ubiquitous multimodal multimedia computing system ». IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (Montreal, Canada, June 19-21, 2006) Institute of Electrical and Electronics Engineers
Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006 « From requirements analysis to architecture evaluation of a ubiquitous multimodal multimedia computing system ». Canadian University Software Engineering Conference (CUSEC) : Engineering Useful Software (Montreal, QC, Canada, Jan. 19-21, 2006)
Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006 « Machine learning-assisted device selection in a context-sensitive ubiquitous multimodal multimedia computing system ». IEEE International Symposium on Industrial Electronics (ISIE) (Montreal, Canada, Jul. 9-13, 2006) Institute of Electrical and Electronics Engineers
Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006 « Self-management considerations in designing a pervasive multimodal multimedia computing system ». International Symposium on Communications and Information Technologies (ISCIT) (Bangkok, Thaïland, Oct. 18-Sept. 20, 2006) Institute of Electrical and Electronics Engineers
Chakib Tadj, Manolo Dulva Hina, Amar Ramdane-Cherif, Ghislain Ngantchaha. 2006 « The LATIS pervasive patient subsystem: towards a pervasive healthcare system ». International Symposium on Communications and Information Technologies (ISCIT) (Bangkok, Thaïland, Oct. 18-Sept. 20, 2006) Institute of Electrical and Electronics Engineers
Chakib Tadj, G. Ngantchaha. 2006 « Context handling in a pervasive computing system framework ». 3rd International Conference on Mobile Technology, Applications and Systems (Bangkok, Thaïland, Oct. 25-27, 2006) Association for Computing Machinery
M. D. Hina, A. Ramdane-Cherif, C. Tadj. 2005 « A ubiquitous context-sensitive multimodal multimedia computing system and its machine learning-based reconfiguration at the architectural level ». Seventh IEEE International Symposium on Multimedia (ISM'05) (Irvine, CA, USA, Dec. 14, 2005) IEEE Computer Society
Chakib Tadj, Toufik Laroussi. 2005 « Dynamic verification of an object-rule knowledge base using Colored Petri Nets ». WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings (Orlando, FL, USA, July 10-13, 2005) International Social Science Council (ISSC)
C. Tadj, H. Djenidi, M. Haouani, A. R. Cherif, N. Levy. 2004 « Simulating multimodal applications ». 8th International Conference on Spoken Language Processing (ICSLP) (Jeju Island, Korea, Oct. 04-08, 2004) International Speech Communication Association
Chakib Tadj, Christian Gargour, Nabil Badri. 2004 « Best speaker-based structure tree for speaker verification ». INTERSPEECH - 8th International Conference on Spoken Language Processing (Jeju Island, Korea, Oct. 4-8, 2004) International Speech Communication Association
C. Tadj, A. Benlahouar. 2003 « Speaker characterization using Principal Component Analysis and Wavelet Transform for speaker verification ». 8th European Conference on Speech Communication and Technology (EUROSPEECH) (Geneva, Switzerland, Sept. 01-04, 2003) International Speech Communication Association
N. Badri, A. Benlahouar, Chakib Tadj, Christian Gargour, V. Ramachandran. 2002 « On the use of wavelet and fourier transforms for speaker verification ». 45th Midwest Symposium on Circuits and Systems (Tulsa, OK, USA, Aug. 4-7, 2002) Institute of Electrical and Electronics Engineers
Hicham Djenidi, A. Ramdane-Cherif, Chakib Tadj, Nicole Levy. 2002 « Dynamic based agent reconfiguration of multimedia multimodal architecture ». Fourth International Symposium on Multimedia Software Engineering (Newport Beach, CA, USA, Dec. 11-13, 2002) Institute of Electrical and Electronics Engineers Computer Society
Hicham Djenidi, Amar Ramdane-Cherif, Chakib Tadj, Nicole Levy. 2002 « Architectures multi-agents génériques a base de reseaux de Pétri colorés temporises pour la fusion Multimodale en entrée ». 14th Conference on l'Interaction Homme-Machine (Poitier, France, Nov. 26-29, 2002) Association for Computing Machinery
Hicham Djenidi, Chakib Tadj, Amar Ramdane-Cherif, Nicole Levy. 2002 « Dynamic based multi-agent architecture for multimedia multimodal dialogs ». IEEE Workshop on Knowledge Media Networking (Kyoto, Japan, Jul. 10-12, 2002) Institute of Electrical and Electronics Engineers Computer Society
A. Ramdane-Cherif, N. Levy, H. Djenidi, C. Tadj. 2002 « Agents paradigm to solve a complex optimization problem ». First IEEE International Conference on Cognitive Informatics (Calgary, AB, Canada, Aug. 19-20, 2002) Institute of Electrical and Electronics Engineers Inc.
Chakib Tadj. 2002 « On neural networks-based preprocessing for speaker identification ». 6th World Multiconference on Systemics, Cybernetics and Informatics (Orlando, FL, USA, Jul. 14-18, 2002) International Institute of Informatics and Systemics
Chakib Tadj, Marcel Gabrea, Christian Gargour, V. Ramachandran. 2002 « Towards robustness in speaker verification : enhancement and adaptation ». 45th Midwest Symposium on Circuits and Systems (Tulsa, OK, USA, Aug. 4-7, 2002) Institute of Electrical and Electronics Engineers
Marcel Gabrea, Chakib Tadj. 2001 « Speech enhancement for speaker identification ». 7th International Workshop on Acoustic Echo and Noise Control (Darmstadt, Germany, Sept. 10-13, 2001)
C. Tadj. 2000 « Features extraction for speaker identification ». SCI 2000: ISAS: World Multiconference on Systemics, Cybernetics and Informatics: July 23-26, 2000, Orlando, Florida, USA: proceedings (Orlando, FL, USA, July 23-26, 2000) IIIS - International Institute Informatics and Systemics
P. Ouellet, C. Tadj, P. Dumouchel. 1998 « Dialog and prosodic models for text-independent speaker identification ». RLA2C Speaker Recognition and its Commercial and Forensic Applications (Avignon, France, Apr. 20-23, 1998) Centre national de la recherche scientifique
Chakib Tadj, Pierre Dumouchel, Yu Fang. 1998 « N-Best GMM's for speaker identification ». Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997 (Rhodes, Greece, Sept. 22-25, 1997) ESCA
Chakib Tadj, Pierre Dumouchel, Pierre Ouellet. 1998 « GMM based speaker identification using training-time-dependent number of mixtures ». IEEE International Conference on Acoustics, Speech and Signal Processing (Seattle, WA, USA, May 12-15, 1998) Institute of Electrical and Electronics Engineers
Chakib Tadj, Pierre Dumouchel, Frank Poirier. 1998 « FDVQ based keyword spotter which incorporates a semi-supervised learning for primary processing ». Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997 (Rhodes, Greece, Sept. 22-25, 1997) ESCA