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Nizar Bouguila

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

183

Venues

53

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

183 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIEnhancing Rotation-Invariant 3D Learning with Global Pose Awareness and Attention Mechanisms.Jiaxun Guo, Manar Amayri, Nizar Bouguila, Xin Liu, Wentao Fan
2026ICPRSmoothed-ModernBERT: Cross-Modal Gated Attention of Probabilistic Topic Models and ModernBERT Through Dynamic Fusion.Akinlolu Oluwabusayo Ojo, Nizar Bouguila
2026WWWMultimodal Topic Discovery in Web Media via von Mises-Fisher Mixture Neural Topic Models.Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan
2026SIGIRMSW-NTM: A Spherical Wasserstein Autoencoder for Multimodal Neural Topic Modeling with LLM-Guided Topic Refinement.Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan
2025AINeural Wavelet Packet-Based Bidirectional Autoencoder for Multi-Resolution Speech Enhancement.Alaa Nfissi, Wassim Bouachir, Nizar Bouguila
2025AIMultimodal Emotion Recognition with Cross-Attentive Learning and Feature Fusion.Alaa Nfissi, Ines Jemmali, Wassim Bouachir, Nizar Bouguila
2025FlAIRSFlexible Dirichlet Mixture Model for Multi-modal data Clustering.Seunghyun Hong, Fatma Najar, Manar Amayri, Nizar Bouguila
2025KDDDynamic Deep Clustering of High-Dimensional Directional Data via Hyperspherical Embeddings with Bayesian Nonparametric Mixtures.Zhiwen Luo, Wentao Fan, Manar Amayri, Nizar Bouguila
2025SNPDSchizophrenia Detection using non-Orthogonal Adaptive Constrained Independent Vector Analysis with Multivariate Distribution.Ali Algumaei, Muhammad Azam, Nizar Bouguila
2025SNPDMultivariate Bounded Support Kotz Mixture Model: Addressing Financial Fraud and Network Security Challenges.Tsega Weldu Araya, Muhammad Azam, Nizar Bouguila, Jamal Bentahar
2024ATSIPMental Disorder Detection using Non-Orthogonal Adaptive Constrained IVABMGGMM.Ali Algumaei, Muhammad Azam, Nizar Bouguila
2024CoDITA Nonparametric Bayesian Framework for Multivariate Libby-Novick Beta Mixture Models.Niloufar Samiee, Narges Manouchehri, Nizar Bouguila
2024ECCVImproving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data.Sneha Paul, Zachary Patterson, Nizar Bouguila
2024FlAIRSA hierarchical count data clustering based on Multinomial Nested Dirichlet Mixture using the Minorization-Maximization framework.Fares Alkhawaja, Manar Amayri, Nizar Bouguila
2024FlAIRSSimultaneous count data feature selection and clustering using Multinomial Nested Dirichlet Mixture.Fares Alkhawaja, Manar Amayri, Nizar Bouguila
2024FlAIRSLatent Beta-Liouville Probabilistic Modeling for Bursty Topic Discovery in Textual Data.Shadan Ghadimi, Hafsa Ennajari, Nizar Bouguila
2024ICMLALearnable Deep Wavelet Packet Transform for Speech Emotion Recognition in High-Risk Suicide Calls.Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024ICONIPAdaptive Constrained ICABMGGMM: Application to ECG Blind Source Separation.Ali Algumaei, Muhammad Azam, Manar Amayri, Nizar Bouguila
2024ICPRAMPatchSVD: A Non-Uniform SVD-Based Image Compression Algorithm.Zahra Golpayegani, Nizar Bouguila
2024ISNCCMultivariate Bounded Support Kotz Mixture Model with Minimum Message Length Criterion.Tsega Weldu Araya, Muhammad Azam, Nizar Bouguila, Jamal Bentahar
2024ISNCCAuthor Dirichlet Multinomial Allocation Model with Generalized Distribution (ADMAGD).Faiza Tahsin, Hafsa Ennajari, Nizar Bouguila
2023ACIIDSEnhanced Energy Characterization and Feature Selection Using Explainable Non-parametric AGGMM.Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023ACIIDSNovel Topic Models for Parallel Topics Extraction from Multilingual Text.Kamal Maanicshah, Narges Manouchehri, Manar Amayri, Nizar Bouguila
2023ACIIDSFinite Libby-Novick Beta Mixture Model: An MML-Based Approach.Niloufar Samiee, Narges Manouchehri, Nizar Bouguila
2023CoDITA Fully Bayesian Inference Approach for Multivariate McDonald's Beta Mixture Model with Feature Selection.Darya Forouzanfar, Narges Manouchehri, Nizar Bouguila
2023CoDITSentiment Analysis Using Smoothed Probabilistic-Based Models.Fatma Najar, Nizar Bouguila
2023CVPRMoundCount: A detection-based approach for automatic counting of planting microsites on UAV images.Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud
2023HPCCA Comprehensive Analysis of a Hybrid Deep Learning Model for Midterm Electric Load Forecasting.Hamdi Barkous, Manar Amayri, Nizar Bouguila
2023HPCCAdaptive Priors for Burstiness Analysis in Topic Modeling with Generalized Dirichlet Distributions.Shadan Ghadimi, Hafsa Ennajari, Nizar Bouguila, Manar Amayri
2023HPCCGeneralized Dirichlet-Multinomial Regression: Leveraging Arbitrary Features for Topic Modelling.Pantea Koochemeshkian, Nizar Bouguila
2023ICAISCBayesian Inference in Infinite Multivariate McDonald's Beta Mixture Model.Darya Forouzanfar, Narges Manouchehri, Nizar Bouguila
2023ICMLAAdvancing Multinomial Regression and Topic Modeling with Beta-Liouville Distributions.Pantea Koochemeshkian, Nizar Bouguila
2023ICMLAIterative Feature Boosting for Explainable Speech Emotion Recognition.Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2023ICMLASemantic Segmentation Using Transfer Learning on Fisheye Images.Sneha Paul, Zachary Patterson, Nizar Bouguila
2023ICPRAMInvertible Neural Network-Based Video Compression.Zahra Montajabi, Vahid Khorasani Ghassab, Nizar Bouguila
2023ICTAIUnsupervised Learning of Dirichlet Compound Negative Multinomial Mixture Model using Minorization-Maximization Approach.Ornela Bregu, Nizar Bouguila
2023ISNCCGeneralized Probabilistic Clustering Projection Models for Discrete Data.Sahar Salmanzade Yazdi, Fatma Najar, Nizar Bouguila
2023SMCEnhancing Human Action Recognition with Asymmetric Generalized Gaussian Mixture Model-Based Hidden Markov Models and Bounded Support.Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023SMCExplainable Robust Smart Meter Data Clustering for Improved Energy Management.Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023SMCRefining Nonparametric Mixture Models with Explainability for Smart Building Applications.Hussein Al-Bazzaz, Kumar Prabhakaran Saravanakumar, Manar Amayri, Nizar Bouguila
2023SMCMultivariate Beta Normality Scores Approach for Deep Anomaly Detection in Images Using Transformations.Oussama Sghaier, Manar Amayri, Nizar Bouguila
2023SACFinite Multivariate McDonald's Beta Mixture Model Learning Approach in Medical Applications.Darya Forouzanfar, Narges Manouchehri, Nizar Bouguila
2022AsiaCCSEVOLIoT: A Self-Supervised Contrastive Learning Framework for Detecting and Characterizing Evolving IoT Malware Variants.Mirabelle Dib, Sadegh Torabi, Elias Bou-Harb, Nizar Bouguila, Chadi Assi
2022FlAIRSIntegration of Multivariate Beta-based Hidden Markov Models and Support Vector Machines with Medical Applications.Narges Manouchehri, Nizar Bouguila
2022FNCExplainable K-Means Clustering for Occupancy Estimation.Kumar Prabhakaran, Jawher Dridi, Manar Amayri, Nizar Bouguila
2022ICCCIStochastic Expectation Propagation Learning for Unsupervised Feature Selection.Wentao Fan, Manar Amayri, Nizar Bouguila
2022ICMLARecurrent Neural Network-Based Video Compression.Zahra Montajabi, Vahid Khorasani Ghassab, Nizar Bouguila
2022ICMLAAutomatic counting of mounds on UAV images: combining instance segmentation and patch-level correction.Majid Nikougoftar Nategh, Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
2022ICMLACNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks.Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2022ICPREmbedded Spherical Topic Models for Supervised Learning.Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar
2022SDMKnowledge-enhanced Spherical Representation Learning for Text Classification.Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar
2022SSPRInteractive Generalized Dirichlet Mixture Allocation Model.Kamal Maanicshah, Manar Amayri, Nizar Bouguila
2022SSPRSentiment Analysis from User Reviews Using a Hybrid Generative-Discriminative HMM-SVM Approach.Rim Nasfi, Nizar Bouguila
2022SSPRImproved Training for 3D Point Cloud Classification.Sneha Paul, Zachary Patterson, Nizar Bouguila
2021ACIIDSEntropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model.Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan
2021ACIIDSMixture-Based Unsupervised Learning for Positively Correlated Count Data.Ornela Bregu, Nuha Zamzami, Nizar Bouguila
2021ACIIDSShort Text Clustering Using Generalized Dirichlet Multinomial Mixture Model.Samar Hannachi, Fatma Najar, Nizar Bouguila
2021ACIIDSClustering Count Data with Stochastic Expectation Propagation.Xavier Sumba, Nuha Zamzami, Nizar Bouguila
2021ADMASparse Generalized Dirichlet Prior Based Bayesian Multinomial Estimation.Fatma Najar, Nizar Bouguila
2021FlAIRSEntropy-based Variational Learning of Finite Inverted Beta-Liouville Mixture Model.Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Manar Amayri, Wentao Fan
2021FlAIRSCovid-19 News Clustering using MCMC-Based Learing of finite EMSD Mixture Models.Xuanbo Su, Nizar Bouguila, Nuha Zamzami
2021ICDARSparse Document Analysis Using Beta-Liouville Naive Bayes with Vocabulary Knowledge.Fatma Najar, Nizar Bouguila
2021ICMLABatch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions.Narges Manouchehri, Nizar Bouguila, Wentao Fan
2021IJCNNEfficient Parameter Based Online Object Tracking.Md. Hafizur Rahman, Samr Ali, Nizar Bouguila
2021IRIA Nonparametric Bayesian Framework for Multivariate Beta Mixture Models.Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila
2021IRIA Hierarchical Nonparametric Bayesian Model Based on Scaled Dirichlet Distribution.Narges Manouchehri, Ali Baghdadi, Nizar Bouguila
2021IRIJointly smoothing word embedding and text representation.Fatma Najar, Nizar Bouguila
2021IRIStatistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender Recognition.Zixiang Xian, Muhammad Azam, Nizar Bouguila
2021IECONStochastic Expectation Propagation Learning of Infinite Multivariate Beta Mixture Models for Human Tissue Analysis.Narges Manouchehri, Nizar Bouguila
2021ISNCCVariational Learning of the Mixture of Shifted-Scaled Dirichlet Distributions via Entropy Splitting.Ahmed Rebei, Oumayma Dalhoumi, Narges Manouchehri, Ali Baghdadi, Manar Amayri, Nizar Bouguila
2021ISVCHyperspectral Video Super-Resolution Using Beta Process and Bayesian Dictionary Learning.Vahid Khorasani Ghassab, Nizar Bouguila
2021SIGIRClustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models.Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou
2020AIHappiness Analysis with Fisher Information of Dirichlet-Multinomial Mixture Model.Fatma Najar, Nizar Bouguila
2020AIImproving Classification Using Topic Correlation and Expectation Propagation.Xavier Sumba, Nizar Bouguila
2020ATSIPEfficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition.Fatma Najar, Sami Bourouis, Marwan Alshar'e, Roobaea Alroobaea, Nizar Bouguila, Ali H. Al-Badi, Ines Channoufi
2020FlAIRSMCMC-Based Learning of Finite Bivariate Beta Mixture Models.Maryam Rasti, Narges Manouchehri, Nizar Bouguila
2020FlAIRSImproving the EDCM Mixture Model with Expectation Propagation.Xavier Sumba, Nuha Zamzami, Nizar Bouguila
2020ICIPOnline Learning for Beta-Liouville Hidden Markov Models: Incremental Variational Learning for Video Surveillance and Action Recognition.Samr Ali, Nizar Bouguila
2020IRIFully Bayesian Learning of Multivariate Beta Mixture Models.Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila
2020IRIBackground Subtraction with a Hierarchical Pitman-Yor Process Mixture Model of Generalized Gaussian Distributions.Srikanth Amudala, Samr Ali, Nizar Bouguila
2020IRIA Distribution-based Regression for Real-time COVID-19 Cases Detection from Chest X-ray and CT Images.Nuha Zamzami, Pantea Koochemeshkian, Nizar Bouguila
2020ISMREP-Model: A deep learning framework for replacing ad billboards in soccer videos.Vahid Khorasani Ghassab, Kamal Maanicshah, Nizar Bouguila, Paul Green
2020ISNCCBivariate Beta Regression Model and Its Medical Applications.Pantea Koochemeshkian, Narges Manouchehri, Nizar Bouguila
2020ISNCCRecognition of human interactions in feature films based on infinite mixture of EDCM.Fatma Najar, Nuha Zamzami, Nizar Bouguila
2020ISNCCPerformance Evaluation of Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation.Yogesh Pawar, Manar Amayri, Nizar Bouguila
2020ISNCCAn Effective Hybrid Anomaly Detection System Based on Mixture Models.Yogesh Pawar, Nuha Zamzami, Nizar Bouguila
2020ISNCCProbabilistic Features on Simplex Manifold in Predictive Data Modelling.Md. Hafizur Rahman, Nizar Bouguila
2020ISVCGeneralized Inverted Dirichlet Optimal Predictor for Image Inpainting.Omar Graja, Fatma Najar, Nizar Bouguila
2020ISVCImage Categorization Using Agglomerative Clustering Based Smoothed Dirichlet Mixtures.Fatma Najar, Nizar Bouguila
2020MMSPOn Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Data.Samr Ali, Nizar Bouguila
2020SMCA Hybrid Approach Based on SVM and Bernoulli Mixture Model for Binary Vectors Classification.Fahdah Alalyan, Nuha Zamzami, Nizar Bouguila
2020SMCMaximum A Posteriori Approximation of Dirichlet and Beta-Liouville Hidden Markov Models for Proportional Sequential Data Modeling.Samr Ali, Nizar Bouguila
2020SMCVariational Inference of Infinite Generalized Gaussian Mixture Models with Feature Selection.Srikanth Amudala, Samr Ali, Nizar Bouguila
2020SMCInstance-Based Learning for Human Action Recognition.Mark Haddad, Vahid Khorasani Ghassab, Fatma Najar, Nizar Bouguila
2020SMCDistribution-based Regression Models for Semi-Bounded Data Analysis.Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila
2020SMCInverted Dirichlet and Related Distributions Based Feature Mapping for Data Classification.Md. Hafizur Rahman, Nizar Bouguila
2019CoDITAn Improved K-medoids Algorithm Based on Binary Sequences Similarity Measures.Fahdah Alalyan, Nuha Zamzami, Manar Amayri, Nizar Bouguila
2019CoDITBeta-Liouville Regression and Applications.Divya Ankam, Nizar Bouguila, Manar Amayri
2019CVPRVariational Learning of Beta-Liouville Hidden Markov Models for Infrared Action Recognition.Samr Ali, Nizar Bouguila
2019IRITexture Image Categorization in Wavelet Domain via Naive Bayes Classifier Based on Laplace and Generalized Gaussian Distribution.Muhammad Azam, Nizar Bouguila
2019IRIFake News Detection Using Bayesian Inference.Fatma Najar, Nuha Zamzami, Nizar Bouguila
2019IRIData Clustering Using Online Variational Learning of Finite Scaled Dirichlet Mixture Models.Hieu Nguyen, Meeta Kalra, Muhammad Azam, Nizar Bouguila
2019ISMHybrid Generative-Discriminative Generalized Dirichlet-Based Hidden Markov Models with Support Vector Machines.Samr Ali, Nizar Bouguila
2018AIMML-Based Approach for Determining the Number of Topics in EDCM Mixture Models.Nuha Zamzami, Nizar Bouguila
2018ATSIPColor image segmentation with bounded generalized Gaussian mixture model and feature selection.Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
2018ICDMSemi-Convex Hull Tree: Fast Nearest Neighbor Queries for Large Scale Data on GPUs.Yewang Chen, Lida Zhou, Nizar Bouguila, Bineng Zhong, Fei Wu, Zhen Lei, Ji-Xiang Du, Hailin Li
2018ICISPVisual Scene Reconstruction Using a Bayesian Learning Framework.Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam
2018ICISPSpatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation.Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
2018ICMLAFinite Multi-dimensional Generalized Gamma Mixture Model Learning Based on MML.Basim Alghabashi, Nizar Bouguila
2018ICMLAModel Selection and Estimation of a Finite Shifted-Scaled Dirichlet Mixture Model.Rua Alsuroji, Nuha Zamzami, Nizar Bouguila
2018ICMLABounded Laplace Mixture Model with Applications to Image Clustering and Content Based Image Retrieval.Muhammad Azam, Nizar Bouguila
2018ICMLAAsymmetric Gaussian-Based Statistical Models Using Markov Chain Monte Carlo Techniques for Image Categorization.Shuai Fu, Nizar Bouguila
2018IRICompositional Data Analysis with PLS-DA and Security Applications.Divya Ankam, Nizar Bouguila
2018IRISpeaker Verification Using Adapted Bounded Gaussian Mixture Model.Muhammad Azam, Nizar Bouguila
2017AICCSAVideo Forgery Detection Using a Bayesian RJMCMC-Based Approach.Sami Bourouis, Faisal R. Al-Osaimi, Nizar Bouguila, Hassen Sallay, Fahd M. Aldosari, Mohamed Al Mashrgy
2017AICCSAA Comparison Between Different Gaussian-Based Mixture Models.Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith
2017ICASSPA hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation.Wentao Fan, Nizar Bouguila, Xin Liu
2017ICASSPDirichlet Mixture Matching Projection for supervised linear dimensionality reduction of proportional data.Walid Masoudimansour, Nizar Bouguila
2017ICDMFRS: Fast Range Search by Pruning Unnecessary Distance Computations Based on K-D Tree.Yewang Chen, Jai Puneet Singh, Lida Zhou, Nizar Bouguila
2016CoDITRJMCMC learning for clustering and feature selection of L2-normalized vectors.Ola Amayri, Nizar Bouguila
2016CoDITAccelerated variational inference for Beta-Liouville mixture learning with application to 3D shapes recognition.Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du
2016DSAAInfinite Langevin Mixture Modeling and Feature Selection.Ola Amayri, Nizar Bouguila
2016ICISPSpeaker Classification via Supervised Hierarchical Clustering Using ICA Mixture Model.Muhammad Azam, Nizar Bouguila
2016ISCASA novel 3D model recognition approach using Pitman-Yor process mixtures of Beta-Liouville Distributions.Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila
2016ISVCView-Based 3D Objects Recognition with Expectation Propagation Learning.Adrien Bertrand, Faisal R. Al-Osaimi, Nizar Bouguila
2016ISVCA Nonparametric Hierarchical Bayesian Model and Its Application on Multimodal Person Identity Verification.Wentao Fan, Nizar Bouguila
2016MMSPGeneralized dirichlet mixture matching projection for supervised linear dimensionality reduction of proportional data.Walid Masoudimansour, Nizar Bouguila
2015ICIPDynamic textures clustering using a hierarchical Pitman-Yor process mixture of Dirichlet distributions.Wentao Fan, Nizar Bouguila
2015ICMLAA Finite Gamma Mixture Model-Based Discriminative Learning Frameworks.Faisal R. Al-Osaimi, Nizar Bouguila
2015ICMLATopic Novelty Detection Using Infinite Variational Inverted Dirichlet Mixture Models.Wentao Fan, Nizar Bouguila
2015ICMLAHuman Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture Models.Wentao Fan, Hassen Sallay, Nizar Bouguila, Ji-Xiang Du
2015MMSPHybrid hidden Markov model for mixed continuous/continuous and discrete/continuous data modeling.Elise Epaillard, Nizar Bouguila
2014ATSIPA model-based discriminative framework for sets of positive vectors classification: Application to object categorization.Nizar Bouguila
2014DASFAAOnline Data Clustering Using Variational Learning of a Hierarchical Dirichlet Process Mixture of Dirichlet Distributions.Wentao Fan, Nizar Bouguila
2014ICSEngWeb Service Intrusion Detection Using a Probabilistic Framework.Hassen Sallay, Sami Bourouis, Nizar Bouguila
2013DeSEA Bayesian Approach for the Classification of Mammographic Masses.Tarek Elguebaly, Nizar Bouguila
2013IJCAILearning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering.Wentao Fan, Nizar Bouguila
2013IJCAIVisual Scenes Clustering Using Variational Incremental Learning of Infinite Generalized Dirichlet Mixture Models.Wentao Fan, Nizar Bouguila
2013IJCAIExpectation propagation learning of finite Beta-Liouville mixtures for spatio-temporal object recognition.Wentao Fan, Nizar Bouguila
2013IJCNNOnline news topic detection and tracking via localized feature selection.Ola Amayri, Nizar Bouguila
2013IJCNNVariational learning of finite Beta-Liouville mixture models using component splitting.Wentao Fan, Nizar Bouguila
2013IJCNNUnsupervised feature selection for proportional data clustering via expectation propagation.Wentao Fan, Nizar Bouguila
2013ICTAIVisual Scenes Categorization Using a Flexible Hierarchical Mixture Model Supporting Users Ontology.Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
2013ICWSA QoS-Based Trust Approach for Service Selection and Composition via Bayesian Networks.Mohamad Mehdi, Nizar Bouguila, Jamal Bentahar
2012ADMAVariational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications.Wentao Fan, Nizar Bouguila
2012BMVCImage Text Detection Using a Bandlet-Based Edge Detector and Stroke Width Transform.Ali Mosleh, Nizar Bouguila, A. Ben Hamza
2012ICMLAOnline Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its Application.Wentao Fan, Nizar Bouguila
2012ICONIPA Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image Classification.Ali Shojaee Bakhtiari, Nizar Bouguila
2012ICONIPNonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions.Wentao Fan, Nizar Bouguila
2012ISCASContent-based spam filtering using hybrid generative discriminative learning of both textual and visual features.Ola Amayri, Nizar Bouguila
2012ISCASMedical image classification using birth-and-death MCMC.Tarek Elguebaly, Nizar Bouguila
2012ICWSTrustworthy Web Service Selection Using Probabilistic Models.Mohamad Mehdi, Nizar Bouguila, Jamal Bentahar
2011CVPRA nonparametric Bayesian approach for enhanced pedestrian detection and foreground segmentation.Tarek Elguebaly, Nizar Bouguila
2011ICDMUnsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection.Wentao Fan, Nizar Bouguila, Djemel Ziou
2011ICMLAProbabilistic clustering based on Langevin mixture.Ola Amayri, Nizar Bouguila
2011ICMLAInfinite Dirichlet Mixture Model and Its Application via Variational Bayes.Wentao Fan, Nizar Bouguila
2011ICONIPAn Infinite Mixture of Inverted Dirichlet Distributions.Taoufik Bdiri, Nizar Bouguila
2011ICONIPA Variational Statistical Framework for Object Detection.Wentao Fan, Nizar Bouguila, Djemel Ziou
2011ICONIPA Robust Approach for Multivariate Binary Vectors Clustering and Feature Selection.Mohamed Al Mashrgy, Nizar Bouguila, Khalid Daoudi
2011ICONIPSpatial Finite Non-gaussian Mixture for Color Image Segmentation.Ali Sefidpour, Nizar Bouguila
2011ICTAIAn Expandable Hierarchical Statistical Framework for Count Data Modeling and Its Application to Object Classification.Ali Shojaee Bakhtiari, Nizar Bouguila
2011ICTAICount Data Clustering Using Unsupervised Localized Feature Selection and Outliers Rejection.Nizar Bouguila
2010MMSPA hierarchical statistical model for object classification.Ali Shojaee Bakhtiari, Nizar Bouguila
2009CIARPImproved Online Support Vector Machines Spam Filtering Using String Kernels.Ola Amayri, Nizar Bouguila
2009CIARPGenerating Video Textures by PPCA and Gaussian Process Dynamical Model.Wentao Fan, Nizar Bouguila
2009ISCCOnline spam filtering using support vector machines.Ola Amayri, Nizar Bouguila
2009ISVCOnline Video Textures Generation.Wentao Fan, Nizar Bouguila
2009MMSPLearning concepts from visual scenes using a binary probabilistic model.Nizar Bouguila, Khalid Daoudi
2009PAKDDA Statistical Approach for Binary Vectors Modeling and Clustering.Nizar Bouguila, Khalid Daoudi
2009PAKDDA Nonparametric Bayesian Learning Model: Application to Text and Image Categorization.Nizar Bouguila, Djemel Ziou
2009SMCOn Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques.Nizar Bouguila, Wentao Fan
2008ICANNA Statistical Model for Histogram Refinement.Nizar Bouguila, Walid ElGuebaly
2008ICASSPA generative model for spatial color image databases categorization.Nizar Bouguila, Walid ElGuebaly
2008ICIPNon-Gaussian mixture image models prediction.Nizar Bouguila
2008ISITStochastic optimization approach for entropic image alignment.Waleed Mohamed, Ying Zhang, Abdessamad Ben Hamza, Nizar Bouguila
2008PAKDDOn Discrete Data Clustering.Nizar Bouguila, Walid ElGuebaly
2007CVPRA Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling.Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
2007ICASSPSpatial Color Image Databases Summarization.Nizar Bouguila
2005CVPRMML-Based Approach for High-Dimensional Unsupervised Learning Using the Generalized Dirichlet Mixture.Nizar Bouguila, Djemel Ziou
2005ICIPA probabilistic approach for shadows modeling and detection.Nizar Bouguila, Djemel Ziou
2004ICASSPDirichlet-based probability model applied to human skin detection [image skin detection].Nizar Bouguila, Djemel Ziou
2004ICPRA Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications.Nizar Bouguila, Djemel Ziou
2004ICPRUnsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis.Djemel Ziou, Nizar Bouguila