Compte-rendu et recension critique d'ouvrage

• Djeraba, Chaabane Association and content-based retrieval

  Institute of Electrical and Electronics Engineers,  2003,  , https://dx.doi.org/10.1109/TKDE.2003.1161586 

• Simoff, Simeon  ; Djeraba, Chaabane  ; Zaiane, R. Osmar MDM/KDD2002: multimedia data mining between promises and problems

  Association for Computing Machinery (ACM),  2002,  , https://dx.doi.org/10.1145/772862.772886 

• Djeraba, Chaabane Content-based multimedia indexing and retrieval

  Institute of Electrical and Electronics Engineers,  2002,  , https://dx.doi.org/10.1109/MMUL.2002.998047 

• Djeraba, Chaabane  ; Hadouda, Karima  ; Briand, Henri Management of Multimedia Scenarios in an Object-Oriented Database System

  Springer Verlag,  1997,  , https://dx.doi.org/10.1023/A:1009634430444 

Direction scientifique d'une publication (ouvrage, numéro spécial de revue, proceedings)

• Djeraba, Chaabane  ; Ritschard, Gilbert Extraction et gestion des connaissances (EGC'2006)

Ouvrage (y compris édition critique et traduction)

• Allaert, Benjamin  ; Belmonte, Romain  ; Bilasco, Ioan Marius  ; Tirilly, Pierre  ; Djeraba, Chaabane Face Analysis Under Uncontrolled Conditions: From Face Detection to Expression Recognition

  2022, 

• BENABBAS, Y.  ; IHADDADENE, N.  ; Djeraba, Chaabane  ; Boonaert, J.  ; Chaari, A. Abormal Behaviors Modeling and Detection. Some of the Approaches Developed in the CANADA Project. - dans Vidéo-surveillance et détection automatique des comportements anormaux : Enjeux techniques et politiques

  2011, 

• Djeraba, Chaabane  ; Lablack, Adel  ; Benabbas, Yassine Multi-Modal User Interactions in Controlled Environments

  Springer,  2010,  216

• Larabi, Slimane  ; Djeraba, Chaabane  ; Drias, Habiba Proceedings of IEEE International Conference on Machine and Web Intelligence (ICMWI-2010)

  IEEE,  2010,  503

• Djeraba, Chaabane  ; Lablack, Adel  ; Benabbas, Yassine Multi-Modal User Interactions in Controlled Environments

  Springer US,  2010,  216 pages

• Simovici, Dan A.  ; Djeraba, Chaabane This volume was born from the experience of the authors as researchers and educators, which suggests that many students of data mining are handicapped in their research by the lack of a formal, systematic education in its mathematics.The data mining literature contains many excellent titles that address the needs of users with a variety of interests ranging from decision making to pattern investigation in biological data. However, these books do not deal with the mathematical tools that are currently needed by data mining researchers and doctoral students. We felt it timely to produce a book that integrates the mathematics of data mining with its applications. We emphasize that this book is about mathematical tools for data mining and not about data mining itself; despite this, a substantial amount of applications of mathematical concepts in data mining are presented. The book is intended as a reference for the working data miner.In our opinion, three areas of mathematics are vital for data mining: set theory, including partially ordered sets and combinatorics; linear algebra, with its many applications in principal component analysis and neural networks; and probability theory, which plays a foundational role in statistics, machine learning and data mining.This volume is dedicated to the study of set-theoretical foundations of data mining. Two further volumes are contemplated that will cover linear algebra and probability theory.

  Springer,  2008,  616

• Simovici Dan, A.  ; Djeraba, Chaabane Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics

  Springer,  2008,  616

Partie d'ouvrage

• Amir, Samir  ; Bilasco, Ioan Marius  ; Sharif, Md. Haidar  ; Djeraba, Chaabane Towards a Unified Multimedia Metadata Management Solution

  Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies,  IGI Global,  2012,  , https://dx.doi.org/10.4018/978-1-61350-126-9.ch011 

• Lablack, Adel  ; Martinet, Jean  ; Djeraba, Chaabane Head pose estimation using a texture model based on Gabor Wavelets

  Pattern Recognition Recent Advances,  I-Tech Education and Publishing,  2010,  , https://dx.doi.org/10.5772/9362 

• Amir, Samir  ; Bilasco, Ioan Marius  ; Urruty, Thierry  ; Martinet, Jean  ; Djeraba, Chaabane Designing intelligent content delivery frameworks using MPEG-21

  The Handbook of MPEG Applications: Standards in Practice,  John Wiley and Sons Ltd,  2010,  , https://dx.doi.org/10.1002/9780470974582.ch19 

• Urruty, Thierry  ; Belkouche, Fatima  ; Djeraba, Chaabane  ; Bachimont, Bruno  ; Gerard, Edouard  ; de Bissy, Jean  ; Lombard, Olivier  ; Alléaume, Patrick Optimization of Video Content Descriptions for Retrieval

  Multimedia Dictionary, Second Edition,  Springer,  2008, 

• Martinet, Jean  ; Lablack, Adel  ; Ihaddadene, Nacim  ; Djeraba, Chaabane Gaze tracking applied to image indexing

  Encyclopedia of Multimedia,  Springer,  2008, 

• Lablack, Adel  ; Martinet, Jean  ; Djeraba, Chaabane Multimodal analysis of human behavior

  Encyclopedia of Multimedia,  Springer,  2008, 

• Mongy, Sylvain  ; Bouali, Fatma  ; Djeraba, Chaabane Video Usage Mining

  Multimedia Dictionary, Second Edition,  Springer,  2008, 

• Sharif, Md. Haidar  ; Martinet, Jean  ; Djeraba, Chaabane Object tracking in video using covariance matrices

  Encyclopedia of Multimedia,  Springer,  2008,