Djamel Bouchaffra

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 13

Top Topics

Invariant Face Recognition

Change Detection

Evolutionary Game Theory

Feature Selection

Top Venues

Publications

Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra
Context-Based Multimodal Fusion. CoRR (2024)
Reda Khoufache, Mustapha Lebbah, Hanene Azzag, Étienne Goffinet, Djamel Bouchaffra
Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning. SDM (2024)
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Mohamed Djallel Dilmi, Djamel Bouchaffra
Context Normalization Layer with Applications. ICDM (Workshops) (2023)
Reda Khoufache, Mustapha Lebbah, Hanene Azzag, Étienne Goffinet, Djamel Bouchaffra
Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning. CoRR (2023)
Fayçal Ykhlef, Sarah Ahmed Hamada, Farid Ykhlef, Abdeladhim Derbal, Djamel Bouchaffra
Real-Time Detection of Impulsive Sounds for Audio Surveillance Systems. JERI (2019)
Hadjer Ykhlef, Djamel Bouchaffra, Farid Ykhlef
Selection of Optimal Sub-ensembles of Classifiers through Evolutionary Game Theory. SMC (2019)
Hadjer Ykhlef, Djamel Bouchaffra
Induced Subgraph Game for Ensemble Selection. Int. J. Artif. Intell. Tools 26 (1) (2017)
Hadjer Ykhlef, Djamel Bouchaffra
An efficient ensemble pruning approach based on simple coalitional games. Inf. Fusion 34 (2017)
Azzedine Touazi, Djamel Bouchaffra
A k-Nearest Neighbor approach to improve change detection from remote sensing: Application to optical aerial images. ISDA (2015)
Fatiha Mokdad, Djamel Bouchaffra, Nabil Zerrouki, Azzedine Touazi
Determination of an optimal feature selection method based on maximum Shapley value. ISDA (2015)
Djamel Bouchaffra, Mohamed Cheriet, Pierre-Marc Jodoin, Diane Beck
Machine learning and pattern recognition models in change detection. Pattern Recognit. 48 (3) (2015)
Djamel Bouchaffra
Nonlinear Topological Component Analysis: Application to Age-Invariant Face Recognition. IEEE Trans. Neural Networks Learn. Syst. 26 (7) (2015)
Hadjer Ykhlef, Djamel Bouchaffra
Induced Subgraph Game for Ensemble Selection. ICTAI (2015)
Azzedine Touazi, Fatiha Mokdad, Djamel Bouchaffra
Feature Selection Scheme Based on Zero-Sum Two-Player Game. ICPR (2014)
Hadjer Ykhlef, Djamel Bouchaffra, Farid Ykhlef
Coalitional game-based adaboost. SMC (2014)
Nabil Zerrouki, Djamel Bouchaffra
Pixel-based or Object-based: Which approach is more appropriate for remote sensing image classification? SMC (2014)
Youcef Brik, Nabil Zerrouki, Djamel Bouchaffra
Combining Pixel- and Object-Based Approaches for Multispectral Image Classification Using Dempster-Shafer Theory. SITIS (2013)
Djamel Bouchaffra
Mapping Dynamic Bayesian Networks to Alpha -Shapes: Application to Human Faces Identification Across Ages. IEEE Trans. Neural Networks Learn. Syst. 23 (8) (2012)
Djamel Bouchaffra
Topological dynamic Bayesian networks: Application to human face identification across ages. CVPR Workshops (2010)
Djamel Bouchaffra
Embedding HMMs-based models in a Euclidean space: the topological hidden Markov models. Pattern Recognit. 43 (7) (2010)
Djamel Bouchaffra
Conformation-based hidden Markov models: application to human face identification. IEEE Trans. Neural Networks 21 (4) (2010)
Djamel Bouchaffra, Abbes Amira, Ce Zhu, Chu-Song Chen
Machine Learning Paradigms for Modeling Spatial and Temporal Information in Multimedia Data Mining. Adv. Artif. Intell. 2010 (2010)
Djamel Bouchaffra
Topological Dynamic Bayesian Networks. ICPR (2010)
Paul Raymond Nicholl, Abbes Amira, Djamel Bouchaffra, Ronald H. Perrott
A Statistical Multiresolution Approach for Face Recognition Using Structural Hidden Markov Models. EURASIP J. Adv. Signal Process. 2008 (2008)
Djamel Bouchaffra, Abbes Amira
Feature generation and machine learning for robust multimodal biometrics. Pattern Recognit. 41 (3) (2008)
Djamel Bouchaffra, Abbes Amira
Structural hidden Markov models for biometrics: Fusion of face and fingerprint. Pattern Recognit. 41 (3) (2008)
Djamel Bouchaffra
Embedding HMM's-based models in a Euclidean space: The topological hidden Markov models. ICPR (2008)
Djamel Bouchaffra, Jun Tan
Structural Hidden Markov Models Based on stochastic Context-Free Grammars. Control. Intell. Syst. 35 (3) (2007)
Paul Raymond Nicholl, Abbes Amira, Djamel Bouchaffra, Ronald H. Perrott
Multiresolution Hybrid Approaches for Automated Face Recognition. AHS (2007)
Djamel Bouchaffra, Jun Tan
Structural hidden Markov models: An application to handwritten numeral recognition. Intell. Data Anal. 10 (1) (2006)
Djamel Bouchaffra, Jun Tan
Structural Hidden Markov Models Using a Relation of Equivalence: Application to Automotive Designs. Data Min. Knowl. Discov. 12 (1) (2006)
Djamel Bouchaffra, Jun Tan
Protein Fold Recognition using a Structural Hidden Markov Model. ICPR (3) (2006)
Franz Pernkopf, Djamel Bouchaffra
Genetic-Based EM Algorithm for Learning Gaussian Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 27 (8) (2005)
Djamel Bouchaffra
Introduction of Logic in Language Modelling: The Minimum Perplexity Criterion. Int. J. Robotics Autom. 20 (3) (2005)
Djamel Bouchaffra
Probabilistic logic with minimum perplexity: Application to language modeling. Pattern Recognit. 38 (8) (2005)
Djamel Bouchaffra, Jun Tan
Introduction to the Concept of Structural HMM: Application to Mining Customers' Preferences in Automotive Design. ICPR (2) (2004)
Djamel Bouchaffra, Jun Tan
Structural Hidden Markov Model and Its Application in Automotive Industry. ICEIS (2) (2003)
Djamel Bouchaffra, Venu Govindaraju, Sargur N. Srihari
Postprocessing of Recognized Strings Using Nonstationary Markovian Models. IEEE Trans. Pattern Anal. Mach. Intell. 21 (10) (1999)
Djamel Bouchaffra, Venu Govindaraju, Sargur N. Srihari
Recognition of Strings Using Nonstationary Markovian Models: An Application in ZIP Code Recognition. CVPR (1999)
Djamel Bouchaffra, Venu Govindaraju, Sargur N. Srihari
A Methodology for Mapping Scores to Probabilities. IEEE Trans. Pattern Anal. Mach. Intell. 21 (9) (1999)
Djamel Bouchaffra, Venu Govindaraju, Sargur N. Srihari
A Methodology for Deriving Probabilistic Correctness Measures from Recognizers. CVPR (1998)
Djamel Bouchaffra, Eugene Koontz, Venu Krpasundar, Rohini K. Srihari, Sargur N. Srihari
Integrating Signal and Language Context to Improve Handwritten Phrase Recognition: Alternative Approaches. AISTATS (1997)
Djamel Bouchaffra, Eugene Koontz, V. Krpa sundar, Ro hini K. Srihari
Incorporating diverse information sources in handwriting recognition postprocessing. Int. J. Imaging Syst. Technol. 7 (4) (1996)
Djamel Bouchaffra, Jean Guy Meunier
A Thematic Knowledge Extraction Modelling through a Markovian Random Field Approach. DEXA Workshop (1995)
Djamel Bouchaffra, Jean Guy Meunier
A Markovian random field approach to information retrieval. ICDAR (1995)