Equipe A3

Présentation Membres Publications Séminaires Thèses Logiciels

Publications

Année : Auteur(s): Titre: Lien:
2025 Mustapha Atmani, Nathalie Pernelle, Céline Rouveirol, Noëmie Berlin, Magali Dumontet, Mathieu Lambotte, Carole Treibich Approches prédictives pour l’étude de l’effet de pairs : application à la prédiction de préférence pour une spécialité des étudiants en médecine (EGC) Lien
2025 Hugo ATTALI, Thomas Papastergiou, Nathalie Pernelle, Fragkiskos D. Malliaros Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks (CIKM) Lien
2025 Quang Anh NGUYEN, Nadi Tomeh, Mustapha Lebbah, Thierry Charnois, Hanene Azzag Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification (EMNLP)
2024 Quang Anh, Nadi Tomeh, Mustapha Lebbah, Thierry Charnois, Hanene Azzag, Santiago Cordoba Enhancing Few-Shot Topic Classification with Verbalizers. a Study on Automatic Verbalizer and Ensemble Methods Lien
2023 Ievgen Redko, Emilie Morvant, Amaury Habrard, Marc Sebban, Younès Bennani A survey on domain adaptation theory Lien
2023 Massinissa Hamidi, Aomar Osmani Description of Structural Biases and Associated Data in Sensor-Rich Environments Lien
2023 Tiphaine Viard, Henry Soldano, Guillaume Santini Exploring and mining attributed sequences of interactions
2023 Florence Ferret, Jean-Vincent Loddo, Rushed Kanawati MarioNum: Un cloud éducatif innovant pour les formations cyber
2023 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani Multi-Modal Evaluation Approach for Medical Image Segmentation Lien
2023 Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino On the use of Wasserstein metric in topological clustering of distributional data Lien
2023 Louis ZIGRAND, Roberto Wolfler Calvo, Emiliano Traversi, Pegah Alizadeh Optimization-driven Demand Prediction Framework for Suburban Dynamic Demand-Responsive Transport Systems Lien
2023 Reda Khoufache, Mohamed Djallel Dilmi, Hanane Azzag, Mustapha Lebbah, Etienne Goffinet Propriétés émergentes du multi-clustering bayésien non paramétrique: Application aux données d'images multivues
2023 Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti Quantum approach to find all paths between two vertices on an a-cyclic directed graph
2023 Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti Quantum approaches to calculate the similarity between sequences
2023 Mohammed Oualid Attaoui, Nassima Dif, Hanene Azzag, Mustapha Lebbah, Keskes Nabil Regions of interest selection in histopathological images using subspace and multi-objective stream clustering
2023 Marc CHEVALLIER, Nicoleta Rogovschi, Faouzi Boufarès, Nistor Grozavu Semantic Data Type Detection via Machine Learning using Semi-synthetic Data and Robust Features Lien
2023 Marc CHEVALLIER, Nicoleta Rogovschi, Faouzi Boufarès, Nistor Grozavu Semantic Type Detection in Tabular Data via Machine Learning Using Semi-synthetic Data Lien
2023 Mourad El HAMRI, Younès Bennani, Issam Falih Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport Lien
2022 Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti A quantum learning approach based on Hidden Markov Models for failure scenarios generation Lien
2022 \'Etienne Leclercq, Jonathan Rivalan, Frédéric Roupin, Céline Rouveirol Allocation de ressources par une méthode hybride machine learning - optimisation en contexte de conteneurs Lien
2022 Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh Clustering Approach to Solve Hierarchical Classification Problem Complexity Lien
2022 Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu, Issam Falih Collaborative Learning to Improve the Non-uniqueness of NMF Lien
2022 Massinissa Hamidi, Aomar Osmani Context Abstraction to Improve Decentralized Machine Learning in Structured Sensing Environments
2022 Marc Chevallier, Nistor Grozavu, Faouzi Boufarès, Nicoleta Rogovschi Detecting Near Duplicate Dataset Lien
2022 Marc Chevallier, Nicoleta Rogovschi, Faouzi Boufarès, Nistor Grozavu Detecting near duplicate dataset with machine learning Lien
2022 Reda Khoufache, Mohamed Djallel Dilmi, Hanene Azzag, Etienne Goffinet, Mustapha Lebbah Emerging properties from Bayesian Non-Parametric for multiple clustering: Application for multi-view image dataset
2022 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani EvalSeg: Multi Modal Evaluation For Medical Image Segmentation Lien
2022 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani Evaluation of Early Diagnosis of COVID-19 Algorithms Lien
2022 Martin Atzmueller, Rushed Kanawati Explainability in Cyber-Security using Complex Network Analysis: A Brief Methodological Overview Lien
2022 Etienne Goffinet, Mustapha Lebbah, Hanane Azzag, Giraldi Loïc, Anthony Coutant Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation Lien
2022 Mourad El Hamri, Younès Bennani, Issam Falih Hierarchical Optimal Transport for Unsupervised Domain Adaptation Lien
2022 Pegah Alizadeh, Aomar Osmani, Sammy Taleb Improving Imitation Learning by Merging Experts Trajectories Lien
2022 Mourad El Hamri, Younès Bennani, Issam Falih Incremental Unsupervised Domain Adaptation Through Optimal Transport Lien
2022 Yohan Foucade Learning from Data and Learners
2022 Ana Flavia Dos Reis, Yahia Medjahdi, Bruno Sens, Jérémie Sublime, Glauber Brante, Faouzi Bader Low Complexity LSTM-NN-Based Receiver for Vehicular Communications in the Presence of High-Power Amplifier Distortions Lien
2022 Jean-Vincent Loddo, Rushed Kanawati Mariotel: A Web-Based Virtual Remote Computer Science Lab
2022 Jean-Vincent Loddo, Rushed Kanawati Mariotel: A virtual remote computer science lab
2022 Massinissa Hamidi Metaapprentissage guidé par les connaissances du domaine
2022 Yasser Khalafaoui, Nistor Grozavu, Basarab Matei, Laurent-Walter Goix Multi-modal Multi-view Clustering based on Non-negative Matrix Factorization
2022 Nistor Grozavu, Younès Bennani, Basarab Matei, Kaoutar Benlamine Multi-view clustering based on non-negative matrix factorization
2022 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani Multimodal Evaluation Method for Sound Event Detection Lien
2022 Massinissa Hamidi, Aomar Osmani, Lukmon Rasaq, Gulustan Dogan, Nouran Alotaibi Multiview Representation Learning for Human Activity Recognition
2022 Ahmed Zaiou, Younès Bennani, Mohamed Hibti, Basarab Matei Quantum Approach for Vertex Separator Problem in Directed Graphs Lien
2022 Ahmed Zaiou Quantum Machine Learning Approaches for Graphs and Sequences: Application to Nuclear Safety Assessment
2022 Massinissa Hamidi, Aomar Osmani Reduction of the Position Bias via Multi-Level Learning for Activity Recognition Lien
2022 Aomar Osmani, Massinissa Hamidi Reduction of the Position Bias via Multi-level Learning for Activity Recognition
2022 Pierre-Alexandre Murena, Jérémie Sublime, Basarab Matei Rethinking Collaborative Clustering: A Practical and Theoretical Study Within the Realm of Multi-view Clustering Lien
2022 Mourad El Hamri Structural Optimal Transport for Domain Adaptation with Theoretical Guarantees
2022 Wyctor Fogos da Rocha, Hanene Azzag, Mustapha Lebbah, Anissa Mokraoui Super-Resolution GAN Improving YOLO's Performance Benchmark
2022 Marc Chevallier, Nistor Grozavu, Nicoleta Rogovschi, Faouzi Boufarès, Charly Clairmont Trade Between Population Size and Mutation Rate for GAAM (Genetic Algorithm with Aggressive Mutation) for Feature Selection Lien
2022 Nassima Dif, Mohammed Oualid Attaoui, Zakaria Elberrichi, Mustapha Lebbah, Hanene Azzag Transfer learning from synthetic labels for histopathological images classification Lien
2022 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani UnifiedAR: A Modular Platform for Activity Recognition from Sensor Data Lien
2022 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani Uniform Evaluation of Properties in Activity Recognition Lien
2022 Mourad El Hamri, Younès Bennani, Issam Falih When Domain Adaptation Meets Semi-supervised Learning Through Optimal Transport Lien
2021 Gael Beck, Mustapha Lebbah, Hanene Azzag, Tarn Duong A New Nearest Neighbor Median Shift Clustering for Binary Data
2021 Mohamed Oualid Attaoui, Hanene Azzag, Nabil Keskes, Mustapha Lebbah A New Subspace Multi-Objective Approach for the Clustering and Selection of Regions of Interests in Histopathological Images Lien
2021 Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition Lien
2021 Florent Forest Apprentissage non supervisé de représentations de données et structures departitionnement : applications à la surveillance à grande échelle de turbofans
2021 Aomar Osmani, Massinissa Hamidi, Salah Bouhouche Augmented Experiment in Material Engineering Using Machine Learning Lien
2021 Massinissa Hamidi, Aomar Osmani Augmented Experiments in Material Engineering Using Machine Learning Lien
2021 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani Auto Profiler: Automatic Interactive Tree-based Profiling of Python Scripts in Jupyter Notebook Lien
2021 Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti Balanced K-means using Quantum annealing Lien
2021 Étienne Goffinet Clustering Multi-Blocs et Visualisation Analytique de Données Séquentielles Massives Issues de Simulation du Véhicule Autonome
2021 Yohan Foucade, Younès Bennani, Zakaria Aabbou Collaborative Random Forests Learning Lien
2021 Massinissa Hamidi, Aomar Osmani Combining Domain Knowledge and Deep Learning to Improve HAR Models
2021 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani ConfJournalRank: Integrated Multi SourcesConference and Journal Information" Lien
2021 Nicoleta Rogovschi Contributions to data dimensionality reduction and co-clustering
2021 Jérémie Sublime Contributions to modern unsupervised learning: Case studies of multi-view clustering and unsupervised Deep Learning (Contributions à l'apprentissage non-supervisé moderne: Applications aux cas du clustering multi-vue et de l'apprentissage profond non-supervisé)
2021 Ahmed Zaiou, Basarab Matei, Younès Bennani, Mohamed Hibti Convex Non-negative Matrix Factorization Through Quantum Annealing Lien
2021 Florent Forest, Mustapha Lebbah, Hanane Azzag, Jerome Lacaille DESOM : Deep Embedded Self-Organizing Map model Lien
2021 Thamer Mecharnia, Lydia Chibout Khelifa, Fayçal Hamdi, Nathalie Pernelle, Celine Rouveirol D\'{e}couverte de r\`{e}gles contextuelles pour pr\'{e}dire la pr\'{e}sence d'amiante dans les b\^{a}timents Lien
2021 Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui Data Anonymization through Collaborative Multi-view Microaggregation Lien
2021 Massinissa Hamidi, Aomar Osmani Data generation process modeling for activity recognition
2021 Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering Lien
2021 Pegah Alizadeh, Emiliano Traversi, Aomar Osmani Deterministic policies based on maximum regrets in MDPs with imprecise rewards Lien
2021 Massinissa Hamidi, Aomar Osmani Domain models for data sources integration in HAR Lien
2021 Aomar Osmani, Pegah Alizadeh, Christophe Rodrigues Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots Lien
2021 Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, Hanene Azzag Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images
2021 Guillaume Santini, Henry Soldano, Stella Zevio Experiments on F-Restricted Bi-pattern Mining
2021 Henry Soldano Finite Confluences and Closed Pattern Mining Lien
2021 Jan Schoenke, Nils Aschenbruck, Roberto Interdonato, Rushed Kanawati, Ann-Christin Meisener, François Thierart, Guillaume Vial, Martin Atzmueller Gaia-AgStream: An Explainable AI Platform for Mining Complex Data Streams in Agriculture
2021 Aomar Osmani, Massinissa Hamidi Hierarchical Learning of Dependent Concepts for Human Activity Recognition
2021 Massinissa Hamidi, Aomar Osmani Hierarchical Learning of Dependent Concepts for Human Activity Recognition Lien
2021 Massinissa Hamidi, Aomar Osmani Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective Lien
2021 Michel Kaddouh, Guénaël Cabanes, Younès Bennani Incorporating Neighborhood Information During NMF Learning Lien
2021 Mourad El Hamri, Younès Bennani, Issam Falih Inductive Semi-supervised Learning Through Optimal Transport Lien
2021 Seyed Mohammad Reza Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani JCV2: Enabling Compatibility of OpenCV UI Components with Jupyter Notebooks Lien
2021 Mourad El Hamri, Younès Bennani, Issam Falih Label Propagation Through Optimal Transport Lien
2021 Louis Zigrand, Emiliano Traversi, Roberto Wolfler Calvo, Pegah Alizadeh Machine Learning Guided Optimization for Demand Responsive Transport Systems Lien
2021 Thamer Mecharnia, Nathalie Pernelle, Céline Rouveirol, Fayçal Hamdi, Lydia Chibout Mining Contextual Rules to Predict Asbestos in Buildings
2021 Massinissa Hamidi, Aomar Osmani Modélisation du processus de génération de données pour la reconnaissance d'activités
2021 Dina Faneva Andriantsiory, Joseph Ben Geloun, Mustapha Lebbah Multi-Slice Clustering for 3-order Tensor Data
2021 Étienne Goffinet, Mustapha Lebbah, Hanane Azzag MultiCoclustering : 3 méthodes de CoClustering Lien
2021 Etienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant Multiple Co-clustering de séries temporelles
2021 Etienne Goffinet, Mustapha Lebbah, Hanane Azzag, Lo\"{i}c Giraldi, Anthony Coutant Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation
2021 Marc Chevallier, Faouzi Boufarès, Nistor Grozavu, Nicoleta Rogovschi Near duplicate Column identification: a machine learning approach Lien
2021 Pegah Alizadeh, Aomar Osmani, Mohamed Essaid, Abdelghani Chibani, Yacine Amirat Reinforcement Learning for Interactive QoS-Aware Services Composition Lien
2021 Guillaume Santini, Henry Soldano, Stella Zevio Restricted Bi-pattern Mining of Attributed Networks
2021 Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes Subspace data stream clustering with global and local weighting models Lien
2021 Marc Chevallier, Nicoleta Rogovschi, Faouzi Boufarès, Nistor Grozavu Techniques de g\'{e}n\'{e}ration de population initiale d'algorithmes g\'{e}n\'{e}tiques pour la s\'{e}lection de caract\'{e}ristiques Lien
2021 Fatima Ezzahraa​ Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani Unsupervised collaborative learning based on Optimal Transport theory Lien
2021 Yohan Foucade, Younès Bennani Unsupervised collaborative learning using privileged information Lien
2021 Mohamed Oualid Attaoui Vers de Nouvelles Méthodes de Clustering de Flux de Données
2020 Fatima Ezzahraa Ben Bouazza Multi-models clustering through optimal transport theory
2020 Stella Zevio, Guillaume Santini, Henry Soldano, Haïfa Zargayouna, Thierry Charnois A Combination of Semantic Annotation and Graph Mining for Expert Finding in Scholarly Data
2020 Massinissa Hamidi, Aomar Osmani, Pegah Alizadeh A Multi-View Architecture for the SHL Challenge Lien
2020 Juan Zamora, Jérémie Sublime A New Information Theory Based Clustering Fusion Method for Multi-view Representations of Text Documents Lien
2020 Zaineb Chelly Dagdia, Christine Zarges, Gael Beck, Mustapha Lebbah A Scalable and Effective Rough Set Theory based Approach for Big Data Pre-processing
2020 Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui A Two-Levels Data Anonymization Approach Lien
2020 Florent Forest, Alex Mourer, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille An Invariance-guided Stability Criterion for Time Series Clustering Validation
2020 Kaoutar Benlamine Apprentissage non supervisé profond quantique de représentations de données évolutives
2020 Etienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loic Giraldi Autonomous Driving Validation with Model-Based Dictionary Clustering Lien
2020 Hamid Naceur Benkhaled, Djamel Berrabah, Faouzi Boufarès Block Sizes Control For an Efficient Real Time Record Linkage Lien
2020 Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille Carte SOM profonde : Apprentissage joint de représentations et auto-organisation
2020 Etienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi Clustering de séries temporelles par construction de dictionnaire
2020 Fatima Ezzahraa​ Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani Collaborative Clustering Through Optimal Transport Lien
2020 Véronique Ventos, Daniel Braun, Colin Deheeger, Jean Pierre Desmoulins, Jean Baptiste Fantun, Swann Legras, Alexis Rimbaud, Céline Rouveirol, Henry Soldano, Solène Thépaut Construction and Elicitation of a Black Box Model in the Game of Bridge Lien
2020 Nistor Grozavu Contributions on Collaborative Unsupervised
2020 Sarah Zouinina Data Anonymization through Unsupervised Learning
2020 Denis Maurel, Sylvain Lefebvre, Jeremie Sublime Deep Cooperative Reconstruction with Security Constraints in Multi-View Environments Lien
2020 Florent Forest, Quentin Cochard, Cécile Noyer, Adrien Cadut, Marc Joncour, Jérôme Lacaille, Mustapha Lebbah, Hanène Azzag Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models
2020 Massinissa Hamidi, Aomar Osmani Learning Mobility-Related Human Activities from Sensor-Rich Environments Lien
2020 Mohamed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes Multi-Objective Data Stream Clustering
2020 Kaoutar Benlamine, Younès Bennani, Nistor Grozavu, Basarab Matei Quantum Collaborative K-means Lien
2020 Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu Quantum Semi Non-negative Matrix Factorization Lien
2020 Marc Chevallier, Nicoleta Rogovschi, Nistor Grozavu, Faouzi Boufarès Seeding Initial Population, in Genetic Algorithm for Features Selection Lien
2020 Mohamed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes, Mohammed Ghesmoune Soft Subspace Growing Neural Gas pour le Clustering de Flux de Données Lien
2020 Fatima Ezzahraa​ Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes Subspace Guided Collaborative Clustering Based on Optimal Transport Lien
2020 Colin Deheeger, Jean Pierre, Jean Baptiste, Swann Legras, Alexis Rimbaud, Céline Rouveirol, Henry Soldano, Véronique Ventos Une expérience d'élicitation de connaissances expertes dans le domaine du Bridge Lien
2020 Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration Progression Lien
2020 Yohan Foucade, Younès Bennani Unsupervised Learning from Data and Learners Lien
2020 Antony Coutant, Étienne Goffinet, Mustapha Lebbah, Hanane Azzag spark-tss : une API pour le prétraitement de séries temporelles multi-variables Lien
2019 Salima Benbernou, Mehdi Bentounsi, Christophe Cérin, Mourad Ouziri, Philippe Garteiser, Leila Abidi, Mustapha Lebbah, Hanene Azzag, Michel Smadja A Big Data Platform for Enhancing Life Imaging Activities Lien
2019 Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag, Christophe Cérin A distributed approximate nearest neighbors algorithm for efficient large scale mean shift clustering Lien
2019 Parisa Rastin, Guénaël Cabanes, Basarab Matei, Younès Bennani, Jean-Marc Marty A new sparse representation learning of complex data: Application to dynamic clustering of web navigation Lien
2019 Hamid Naceur Benkhaled, Djamel Berrabah, Faouzi Boufarès A novel approach to improve the Record Linkage process Lien
2019 Ievgen Redko, Amaury Habrard, Emilie Morvant, Marc Sebban, Younès Bennani Advances in Domain Adaptation Theory
2019 Parisa Rastin, Basarab Matei, Guénaël Cabanes Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques Lien
2019 Henry Soldano, Guillaume Santini, Dominique Bouthinon Attributed Graph Pattern Set Selection Under a Distance Constraint
2019 Parisa Rastin, Younès Bennani, Rosanna Verde Automatic detection of the support points in relational clustering Lien
2019 Aomar Osmani, Massinissa Hamidi Bayesian optimization of neural architectures for human activity recognition
2019 Henry Soldano, Guillaume Santini, Dominique Bouthinon, Sophie Bary, Emmanuel Lazega Bi-pattern mining of attributed networks Lien
2019 Sihem Oujdi, Hafida Belbachir, Faouzi Boufarès C4.5 Decision Tree Algorithm for Spatial Data, Alternatives and Performances Lien
2019 Pegah Alizadeh, Aomar Osmani, Emiliano Traversi Calcul d'une politique déterministe dans un MDP avec récompenses imprécises Lien
2019 Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders Lien
2019 Anthony Coutant, Katherine Roper, Daniel Trejo-Banos, Dominique Bouthinon, Martin Carpenter, Jacek Grzebyta, Guillaume Santini, Henry Soldano, Mohamed Elati, Jan Ramon, Celine Rouveirol, Larisa N Soldatova, Ross D King Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast.
2019 Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Basarab Matei Collaborative Non-negative Matrix Factorization Lien
2019 Ba Chien, Anissa Mokraoui, Basarab Matei Contrast enhancement and details preservation of tone mapped high dynamic range images Lien
2019 Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille Deep Embedded SOM: joint representation learning and self-organization
2019 Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Abdelfettah Touzani Deepness Analysis of Learned Factors in Multilayer NMF Lien
2019 Kaoutar Benlamine, Younès Bennani, Ahmed Zaiou, Mohamed Hibti, Basarab Matei, Nistor Grozavu Distance Estimation for Quantum Prototypes Based Clustering Lien
2019 Parisa Rastin, Basarab Matei, Guénaël Cabanes Détection de changement dans les profils en ligne d'utilisateurs Lien
2019 Elona Agora, Jorge Aantezana, Carlos Cabrelli, Basarab Matei Existence of quasicrystals and universal stable sampling and interpolation in LCA groups
2019 Roberto Interdonato, Martin Atzmueller, Sabrina Gaito, Rushed Kanawati, Christine Largeron, Alessandra Sala Feature-rich networks: going beyond complex network topologies Lien
2019 Stella Zevio, Guillaume Santini, Haïfa Zargayouna, Thierry Charnois Fouille de texte et fouille de graphe appliquées à la recherche d'experts Lien
2019 Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne Generative Histogram-Based Model Using Unsupervised Learning Lien
2019 Massinissa Hamidi, Aomar Osmani HAR Data Generation Model to Highly Reduce Learning Space
2019 Hossain Kordestani, Roghayeh Mojarad, Abdelghani Chibani, Aomar Osmani, Yacine Amirat, Kamel Barkaoui, Wagdy Zahran Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning Lien
2019 Parisa Rastin, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani Impact of Learners' Quality and Diversity in Collaborative Clustering Lien
2019 Massinissa Hamidi, Aomar Osmani Improving Human Activity Recognition with Data Sources Integration
2019 Jérémie Sublime Incremental Collaborative Clustering Using Information Theory and Information Compression Lien
2019 Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon MinerLSD: efficient mining of local patterns on attributed networks Lien
2019 Rushed Kanawati, Martin Atzmueller Modeling and Mining Feature-Rich Networks Lien
2019 Mouna Rifi Modélisation et Analyse des Réseaux Complexes : application à la sûreté nucléaire
2019 Aomar Osmani, Massinissa Hamidi, Salah Bouhouche Monitoring of a Dynamic System Based on Autoencoders Lien
2019 Fatima Ezzahraa​ Ben Bouazza, Younès Bennani, Mourad El, Guénaël Cabanes, Basarab Matei, Abdelfettah Touzani Multi-view Clustering through Optimal Transport Lien
2019 Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction Lien
2019 Hippolyte Léger Passage à l'échelle de la theta-subsomption
2019 Sarah Zouinina, Younès Bennani, Maha Ben-Fares, Nicoleta Rogovschi, Abdelouahid Lyhyaoui Preserving Utility during Attribute-oriented Data Anonymization Process Lien
2019 Gael Beck Scalable Clustering Applying Local Accretions
2019 Mohamed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune Soft Subspace Growing Neural Gas for Data Stream Clustering
2019 Jérémie Sublime, Guénaël Cabanes, Basarab Matei Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering Lien
2019 Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, Nuno Datia, Rita Francese, Muhammad Sarfraz, Theodor G. Wyeld, Fatma Bouali, Gilles Venturini, Hanane Azzag, Mustapha Lebbah, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Sebastian Kernbach, Loredana Caruccio, Michele Risi, Ugo Erra, Autilia Vitiello, Veronica Rossano The 23rd International Conference on Information Visualisation (IV 2019), Paris, France, July 2-5, 2019, Part I Lien
2019 Nicoleta Rogovschi, Sarah Zouinina, Basarab Matei, Issam Falih, Nistor Grozavu, Seiichi Ozawa t-Distributed Stochastic Neighbor Embedding Spectral Clustering using higher order approximations
2018 Mustapha Lebbah, Christine Largeron, Hanane Azzag 18ème Conférence Internationale sur Extraction et Gestion des Connaissances (EGC 2018), Paris, France, January 22-26, 2018 Lien
2018 Mohammed Ghesmoune, Mustapha Lebbah, Hanane Azzag, Salima Benbernou, Mourad Ouziri, Tarn Duong A Complete Data Science Work-flow For Insurance Field Lien
2018 Mouna Rifi, Mohamed Hbiti, Rushed Kanawati A Complex Network Analysis Approach for Risk Increase Factor Prediction in Nuclear Power Plants
2018 Zaineb Chelly Dagdia, Christine Zarges, Gael Beck, Hanene Azzag, Mustapha Lebbah A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing Lien
2018 Florent Forest, Jérôme Lacaille, Mustapha Lebbah, Hanene Azzag A Generic and Scalable Pipeline for Large-Scale Analytics of Continuous Aircraft Engine Data Lien
2018 Gael Beck, Hanane Azzag, Stephanie Bougeard, Ndèye Niang, Mustapha Lebbah A New Micro-Batch Approach for Partial Least Square Clusterwise Regression
2018 Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering Lien
2018 Christophe Cérin, Tarek Menouer, Mustapha Lebbah Accelerating the Computation of Multi-Objectives Scheduling Solutions for Cloud Computing Lien
2018 Pierre-Alexandre Murena, Jérémie Sublime, Basarab Matei, Antoine Cornuéjols An Information Theory based Approach to Multisource Clustering Lien
2018 Hippolyte Léger, Dominique Bouthinon, Mustapha Lebbah, Hanene Azzag An Instance Based Model for Scalable $\theta$-Subsumption Lien
2018 Lise-Marie Veillon Apprentissage artificiel collectif, aspects dynamiques et structurels.
2018 Tudgual Sarazin Apprentissage distribué de grandes masses de données
2018 Parisa Rastin Apprentissage non-supervisé à partir de données évolutives
2018 Issam Falih Attributed Network Clustering: Application to recommender systems
2018 Lise-Marie Veillon, Gauvain Bourgne, Henry Soldano Better Collective Learning with Consistency Guarantees
2018 Henry Soldano, Guillaume Santini, Dominique Bouthinon, Sophie Bary, Emmanuel Lazega Bi-Pattern Mining of Two Mode and Directed Networks
2018 Denis Maurel, Jérémie Sublime, Sylvain Lefebvre Cartes Auto-Organisatrices Incrémentales appliquées au Clustering Collaboratif Lien
2018 Parisa Rastin, Guénaël Cabanes, Basarab Matei, Jean-Marc Marty Change Detection in Individual Users' Behavior Lien
2018 Gael Beck, Mustapha Lebbah, Hanane Azzag, Antony Coutant Clustering4Ever : une API pour le clustering Lien
2018 Jérémie Sublime, Sylvain Lefebvre Collaborative Clustering through Constrained Networks using Bandit Optimization Lien
2018 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei Collaborative Multi-View Attributed Networks Mining Lien
2018 Antoine Cornuéjols, Cédric Wemmert, Pierre Gançarski, Younès Bennani Collaborative clustering: Why, when, what and how Lien
2018 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani Community detection in Attributed Network Lien
2018 Henry Soldano, Sophie Bary, Guillaume Santini, Dominique Bouthinon Core Stratification of Two-Mode Networks
2018 Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Nicoleta Rogovschi, Kamel Haddadou, Ahmed Amamou Domain Name Recommendation based on Neural Network Lien
2018 Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi Efficient k-Anonymization through Constrained Collaborative Clustering Lien
2018 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Hierarchical Laplacian Score for unsupervised feature selection
2018 Aomar Osmani, Massinissa Hamidi Hybrid and convolutional neural networks for locomotion recognition
2018 Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei Learning Useful Representations Through Stacked Self-Organizing Maps Lien
2018 Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon MinerLSD: Efficient Local Pattern Mining on Attributed Graphs
2018 Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan Neural Network Autoencoder for Change Detection in Satellite Image Time Series Lien
2018 Samira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani Online Semi-supervised Growing Neural Gas for Multi-label Data Classification Lien
2018 Jérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani Optimizing exchange confidence during collaborative clustering Lien
2018 Long H. Ngo, Marie Luong, Nikolay Metodiev, Thuong Le-Tien, Sébastien Guérif, Emmanuel Viennet Sparse Representation Wavelet Based Classification Lien
2018 Swann Legras, Céline Rouveirol, Véronique Ventos The {G}ame of {B}ridge: {A} {C}hallenge for {ILP}
2018 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani Topological Multi-View Clustering for Collaborative Filtering Lien
2018 Stella Zevio, Haïfa Zargayouna, Guillaume Santini, Thierry Charnois Vers une cartographie automatique des thématiques et profils d'experts associés à une conférence scientifique : 9 ans d'ateliers recherche d'information semantique Lien
2017 Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah A Distributed Rough Set Theory based Algorithm for an Efficient Big Data Pre-processing under the Spark Framework
2017 Fouzi Lezzar, Djamel Benmerzoug, Ilham Kitouni, Aomar Osmani A GRC-Centric Approach for Enhancing Management Process of IoT-Based Health Institution Lien
2017 Manel Hmimida, Rushed Kanawati A graph-based meta-approach for tag recommendation
2017 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani ANCA : Attributed Network Clustering Algorithm Lien
2017 Hippolyte Léger, Dominique Bouthinon, Mustapha Lebbah, Hanene Azzag An Instance Based Model for Scalable $\theta$-Subsumption
2017 Jérémie Sublime, Basarab Matei, Pierre-Alexandre Murena Analysis of the influence of diversity in collaborative and multi-view clustering
2017 Mohammed Ghesmoune, Hanene Azzag, Salima Benbernou, Mustapha Lebbah, Tarn Duong, Mourad Ouziri Big Data: From Collection to Visualization
2017 Charlotte Laclau, Ievgen Redko, Basarab Matei, Younès Bennani, Vincent Brault Co-clustering through Optimal Transport Lien
2017 Antoine Lachaud, Nistor Grozavu, Basarab Matei, Younès Bennani Collaborative clustering between different topological partitions Lien
2017 Yann Chevaleyre, Ulle Endriss, Nicolas Maudet Distributed Fair Allocation of Indivisible Goods
2017 Lise-Marie Veillon, Gauvain Bourgne, Henry Soldano Effect of Network Topology on Neighbourhood-Aided Collective Learning
2017 Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols Entropy based probabilistic collaborative clustering Lien
2017 Mouna Rifi, Mohammed Hibti, Rushed Kanawati Exploring network metrics for accident scenarios: a Case of study of the Uncontrolled Level Drop
2017 Henry Soldano, Guillaume Santini, Dominique Bouthinon Formal Concept Analysis of Attributed Networks
2017 Henry Soldano, Guillaume Santini, Dominique Bouthinon, Emmanuel Lazega Hub-Authority Cores and Attributed Directed Network Mining
2017 Denis Maurel, Jérémie Sublime, Sylvain Lefebvre Incremental Self-Organizing Maps for Collaborative Clustering Lien
2017 Manisha Pujari, Rushed Kanawati Link prediction in Large-scale multiplex networks
2017 Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani Machine Learning Approach for Infant Cry Interpretation
2017 Gael Beck, Hanene Azzag, Mustapha Lebbah, Tarn Duong Mean-shift : Clustering scalable avec les plus proches voisins approximés
2017 Rushed Kanawati, Martin Atzmueller Mining Attributed Networks: A Tutorial
2017 Anthony Coutant, Céline Rouveirol Network Inference of Dynamic Models by the Combination of Spanning Arborescences
2017 Hippolyte Léger, Dominique Bouthinon, Mustapha Lebbah, Hanane Azzag Nouveau modèle pour un passage à l'échelle de la 0-subsomption
2017 Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani Platform for Assessment and Monitoring of Infant Comfort Lien
2017 Christophe Cérin, Jean-Luc Gaudiot, Mustapha Lebbah, Fouste Yuehgoh Return of experience on the mean-shift clustering for heterogeneous architecture use case Lien
2017 Assia Benyettou, Younès Bennani, Abdelkader Benyettou, Abderrahmane Bendahmane, Guénaël Cabanes Semi-Supervised Multi-Label Classification Through Topological Active Learning Lien
2017 Parisa Rastin, Basarab Matei, Guénaël Cabanes Signal-Based Autonomous Clustering for Relational Data
2017 Nataliya Sokolovska, Yann Chevaleyre, Jean-Daniel Zucker The Fused Lasso Penalty for Learning Interpretable Medical Scoring Systems
2017 Nistor Grozavu, Rushed Kanawati Topological & Graph-based Clustering: Recent Algorithmic Advances: A tutorial
2017 Sylvain Bouveret, Yann Chevaleyre, François Durand, Jerome Lang Voting by sequential elimination with few voters Lien
2017 Lise-Marie Veillon, Gauvain Bourgne, Henry Soldano Waves : a Model of Collective Learning
2017 Nicoleta Rogovschi, Jun Kitazono, Nistor Grozavu, Toshiaki Omori, Seiichi Ozawa t-Distributed stochastic neighbor embedding spectral clustering
2016 Parisa Rastin, Tong Zhang, Guénaël Cabanes A New Clustering Algorithm for Dynamic Data Lien
2016 Manel Hmimida, Rushed Kanawati A graph-coarsening approach for tag recommendation
2016 Manel Hmimida, Rushed Kanawati A multiplex network based tag recommendation approach
2016 Mohammed Ghesmoune, Mustapha Lebbah, Hanane Azzag A new Growing Neural Gas for Clustering Data Streams
2016 Hippolyte Léger, Dominique Bouthinon, Mustapha Lebbah, Hanane Azzag A new Model for Scalable $êtheta$-sumbsumption
2016 Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag A new growing neural gas for clustering data streams Lien
2016 Pegah Alizadeh, Yann Chevaleyre, Francois Lévy Advantage Based Value Iteration for Markov Decision Processes with Unknown Rewards
2016 Pegah Alizadeh, Yann Chevaleyre, François Lévy Advantage Based Value Iteration for Markov Decision Processes with Unknown Rewards Lien
2016 Soumya Sellami, Issam Falih, Tristan Auvray, Rushed Kanawati Analyse des réseaux d'interaction entre entreprises cotées en bourses
2016 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani Attributed network clustering based recommendation approach
2016 Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi Automated topological co-clustering using fuzzy features partition Lien
2016 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa CL-AntInc Algorithm for Clustering Binary Data Streams Using the Ants Behavior
2016 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa Clustering Numerical Data Using Artificial Ants
2016 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani Clustering dans les graphes attribués
2016 Christophe Rodrigues, Henry Soldano, Gauvain Bourgne, Céline Rouveirol Collaborative Decision in Multi-Agent Learning of Action Models
2016 Christophe Rodrigues, Henry Soldano, Gauvain Bourgne, Céline Rouveirol Collaborative Online Learning of an Action Model
2016 Jérémie Sublime, Antoine Cornuéjols, Younès Bennani Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images Lien
2016 Gael Beck, Tarn Duong, Hanene Azzag, Mustapha Lebbah Distributed mean shift clustering with approximate nearest neighbours
2016 Rushed Kanawati Détection de communautés dans les grands graphes d'interactions (multiplexes) : état de l'art
2016 Henry Soldano, Guillaume Santini, Dominique Bouthinon Efficient Pattern Mining in Attributed Graphs
2016 Basarab Matei Exact reconstruction of a class of nonnegative measures using model sets
2016 Basarab Matei Exact reconstruction of a class of nonnegative measures using model sets
2016 Sylvain Bouveret, Yann Chevaleyre, Nicolas Maudet Fair Allocation of Indivisible Goods
2016 Eric Janvier, Thierry Couronne, Nistor Grozavu Features Learning and Transformation Based on Deep Autoencoders
2016 Rakia Jaziri, Faicel Chamroukhi, Mustapha Lebbah, Younès Bennani GTM Mixture through time for sequential data Lien
2016 Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Equille, Younès Bennani Génération de contraintes pour le clustering à partir d'une ontologie - Application à la classification d'images satellites Lien
2016 Houda Zaidi, Faouzi Boufares, Yann Pollet Improve data quality by processing null values and semantic dependencies
2016 Houda Zaidi, Faouzi Boufares, Yann Pollet Improve data quality by processing null values and semantic dependencies
2016 Safouane Cherki, Parisa Rastin, Guénaël Cabanes Improved Sparse Prototyping for Relational K-means
2016 Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei Improved sparse prototyping for relational K-means Lien
2016 Nataliya Sokolovska, Yann Chevaleyre, Jean-Daniel Zucker Interpretable Score Learning by Fused Lasso and Integer Linear Programming
2016 Pegah Alizadeh, Yann Chevaleyre, Francois Lévy Itération de la Valeur basée sur des Avantages pour des Processus de Décision de Markov avec récompenses Inconnues
2016 Ievgen Redko, Younès Bennani Kernel alignment for unsupervised transfer learning Lien
2016 Manisha Pujari, Rushed Kanawati Link prediction in complex networks
2016 Basarab Matei Model Sets and New Versions of Shannon Sampling Theorem
2016 Basarab Matei Model Sets and New versions of Shannon Theorem
2016 Henry Soldano, Guillaume Santini, Dominique Bouthinon Motifs abstraits et sous-communautés dans les réseaux attribués
2016 Tarn Duong, Gael Beck, Hanane Azzag, Mustapha Lebbah Nearest neighbour estimators of density derivatives, with application to mean shift clustering
2016 Houda Zaidi, Faouzi Boufares, Yann Pollet Nettoyage de données guidé par la sémantique inter-colonnes
2016 Ievgen Redko, Younès Bennani Non-negative embedding for fully unsupervised domain adaptation Lien
2016 Basarab Matei, Sylvain Meignen Nonlinear and Nonseparable Bidimensional Multiscales Representation Based on Cell-Average Representation
2016 Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Equille, Younès Bennani On the Use of Ontology as a priori Knowledge into Constrained Clustering
2016 Ba Chien Thai, Anissa Mokraoui, Basarab Matei Performance evaluation of high dynamic range image tone mapping operators based on separable non-linear multiresolution families
2016 Pegah Alizadeh, Yann Chevaleyre, Françcois Lévy Solving MDPs with Unknown Rewards Using Nondominated Vector-Valued Functions Lien
2016 Pegah Alizadeh Solving MDPs with Unknown Rewards Using Nondominated Vector-Valued Functions Lien
2016 Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag State-of-the-art on clustering data streams
2016 Rushed Kanawati, Nistor Grozavu Topological & Graph-based clustering: Recent algorithmic advances: A Tutorial
2016 Salima Benbernou, Mehdi Bentounsi, Pierre Bourdoncle, Mustapha Lebbah, Mourad Ouziri, Soror Sahri Towards Big Data in Medical Imaging Lien
2016 Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Younès Bennani, Laure Berti-Equille Towards Ontology Reasoning for Topological Cluster Labeling
2016 Manel Hmimida, Rushed Kanawati Une approche topologique pour la recommandation de tags dans les folksonomies
2016 Jun Kitazono, Nistor Grozavu, Nicoleta Rogovschi, Toshiaki Omori, Seiichi Ozawa t-Distributed Stochastic Neighbor Embedding with Inhomogeneous Degrees of Freedom
2015 Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani A Recommendation System Based on Unsupervised Topological Learning Lien
2015 Parisa Rastin, Rushed Kanawati A multiplex-network based approach for clustering ensemble selection
2015 Parisa Rastin, Rushed Kanawati A multiplex-network based approach for clustering ensemble selection
2015 Henry Soldano, Guillaume Santini, Dominique Bouthinon Abstract and Local Concepts in Attributed Networks
2015 Henry Soldano, Guillaume Santini, Dominique Bouthinon Abstract and Local Rule Learning in Attributed Networks
2015 Djemmal Berrabah, Faouzi Boufares An efficient detection of conflicting XML updates
2015 Lise-Marie Veillon, Gauvain Bourgne, Henry Soldano Apprentissage collaboratif de proximité
2015 Pegah Alizadeh Approximate Regret Based Elicitation in Markov Decision Process Lien
2015 Pegah Alizadeh, Yann Chevaleyre, Jean-Daniel Zucker Approximate Regret Based Elicitation in Markov Decision Process
2015 Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag Clustering Over Data Streams Based on Growing Neural Gas
2015 Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag Clustering Over Data Streams Based on Growing Neural Gas
2015 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa Clustering of Binary Data Sets Using Artificial Ants Algorithm Lien
2015 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa Clustering of Binary Data Sets Using Artificial Ants Algorithm
2015 Mohammed Ghesmoune, Mustapha Lebbah, Hanane Azzag Clustering topologique pour le flux de données
2015 Mohammed Ghesmoune, Mustapha Lebbah, Hanane Azzag Clustering topologique pour le flux de données Lien
2015 Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani Collaborative Clustering: How to Select the Optimal Collaborators? Lien
2015 Mohamad Ghassany, Younès Bennani Collaborative Fuzzy Clustering of Variational Bayesian Generative Topographic Mapping Lien
2015 Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols Collaborative clustering with heterogeneous algorithms Lien
2015 Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols Collaborative clustering with heterogeneous algorithms
2015 Manel Hmimida, Rushed Kanawati Community detection in multiplex networks: a seed-centric approach
2015 Rushed Kanawati Empirical evaluation of applying ensemble methods to ego-centered community identification in complex networks
2015 Parisa Rastin, Rushed Kanawati Ensemble selection for community detection
2015 Rushed Kanawati Ensemble selection for community detection in complex networks
2015 Rushed Kanawati Ensemble selection for enhancing graph coarsening quality
2015 Basarab Matei Exact reconstruction of a class of nonnegative measures using model sets
2015 Basarab Matei Exact reconstruction of a class of nonnegative measures using model sets
2015 Jean-Daniel Zucker, Yann Chevaleyre, Van Sang Dao Experimental analysis of new Learning Algorithms for Ternary Classifiers
2015 Henry Soldano Extensional Confluences and Local Closure Operators
2015 Jérémie Sublime, Nistor Grozavu, Guénaël Cabanes, Younès Bennani, Antoine Cornuéjols From horizontal to vertical collaborative clustering using generative topographic maps Lien
2015 Nhat-Quang Doan, Mohammed Ghesmoune, Hanane Azzag, Mustapha Lebbah Growing Hierarchical Trees for Data Stream clustering and visualization Lien
2015 Nhat-Quang Doan, Mohammed Ghesmoune, Hanane Azzag, Mustapha Lebbah Growing Hierarchical Trees for Data Stream clustering and visualization Lien
2015 Nhat-Quang Doan, Mohammed Ghesmoune, Hanane Azzag, Mustapha Lebbah Growing Hierarchical Trees for Data Stream clustering and visualization
2015 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa How to use ants for data stream clustering
2015 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa How to use ants for data stream clustering Lien
2015 Van-Minh Le, Yann Chevaleyre, Jean-Daniel Zucker, Tuong Vinh Ho Hybrid of Linear Programming and Genetic Algorithm for optimizing Agent-based Simulation. Application to Optimization of Sign Placement for Tsunami Evacuation
2015 Khalid Benabdeslem, Christophe Biernacki, Mustapha Lebbah Les trois défis du Big Data - Eléments de réflexion
2015 Manisha Pujari, Rushed Kanawati Link prediction in multiplex networks
2015 Henry Soldano, Guillaume Santini, Dominique Bouthinon Local knowledge discovery in attributed graphs
2015 Henry Soldano, Guillaume Santini, Dominique Bouthinon Local rules associated to k-communities in an attributed graph
2015 Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag Micro-Batching Growing Neural Gas for Clustering Data Streams Using Spark Streaming
2015 Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag Micro-Batching Growing Neural Gas for Clustering Data Streams Using Spark Streaming Lien
2015 Tugdual Sarazin, Hanane Azzag, Mustapha Lebbah Modèle de Biclustering dans un paradigme
2015 Tugdual Sarazin, Hanane Azzag, Mustapha Lebbah Modèle de Biclustering dans un paradigme 'MapReduce '
2015 Henry Soldano Motifs fermés et abstraction : au delà des treillis
2015 Rushed Kanawati Multiplex network mining
2015 Rushed Kanawati Multiplex network mining (A tutorial)
2015 Rushed Kanawati Multiplex network mining: a brief survey
2015 Issam Falih, Rushed Kanawati Muna: A Multiplex network analysis Library
2015 Issam Falih, Manel Hmimida, Rushed Kanawati MuxLicod: Une approache de détection de communautés dans les réseaux multiplexes
2015 Basarab Matei, Sylvain Meignen Nonlinear and Nonseparable Bidimensional Multiscale Representation Based on Cell-Average Representation
2015 Mounir Kaaniche, Basarab Matei, Sylvain Meignen Optimized Lifting Schemes Based on ENO Stencils for Image Approximation
2015 Moufida Adjout Rehab, Faouzi Boufares Parallel Implementation of Multiple Linear Regression Algorithm Based on MapReduce
2015 Mustapha Lebbah, Rakia Jaziri, Younès Bennani, Jean-Hugues Chenot Probabilistic Self-Organizing Map for Clustering and Visualizing non-i.i.d Data Lien
2015 Basarab Matei, Younès Bennani Pruned Simple Model Sets for Fast Exact Recovery of Image Lien
2015 Moufida Adjout Rehab, Faouzi Boufares Scalable Massively Parallel Learning of Multiple Linear Regression Algorithm with MapReduce
2015 Aicha Ben Salem, Faouzi Boufares, Sebastiao Correia Semantic Data Profiling for BigData
2015 Houda Zaidi, Yann Pollet, Faouzi Boufares, Naoufel Kraiem Semantic of Data Dependencies to Improve the Data Quality
2015 Jérémie Sublime, Andres Troya-Galvis, Younès Bennani, Antoine Cornuéjols, Pierre Gançcarski Semantic rich ICM algorithm for VHR satellite images segmentation Lien
2015 Ievgen Redko, Younès Bennani Sparsity analysis of learned factors in Multilayer NMF Lien
2015 Nicoleta Rogovschi, Nistor Grozavu, Lazhar Labiod Spectral Clustering Through Topological Learning for Large Datasets
2015 Nicoleta Rogovschi, Nistor Grozavu, Lazhar Labiod Spectral Clustering Trough Topological Learning for Large Datasets Lien
2015 Van Sang Dao, Yann Chevaleyre, Jean-Daniel Zucker TerDA: An Interpretable Rule Learner for High-Dimensional Data
2015 Anastasia Damamme, Aurélie Beynier, Yann Chevaleyre, Nicolas Maudet The Power of Swap Deals in Distributed Resource Allocation
2015 Jérémie Sublime, Younès Bennani, Antoine Cornuéjols Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution Lien
2015 Issam Falih, Manel Hmimida, Rushed Kanawati Une approche centrée graine pour la détection de communautés dans les réseaux multiplexes
2015 Nistor Grozavu, Nicoleta Rogovschi, Guénaël Cabanes, Andres Troya-Galvis, Pierre Gançcarski VHR satellite image segmentation based on topological unsupervised learning Lien
2015 Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols Vertical collaborative clustering using generative topographic maps
2014 Christophe Rodrigues, Henry Soldano, Gauvain Bourgne, Céline Rouveirol A Consistency Based Approach of Action Model Learning in a Community of Agents
2014 Moufida Adjout Rehab, Faouzi Boufares A Massively Parallel Processing for the Multiple Linear Regression
2014 Jérémie Sublime, Antoine Cornuéjols, Younès Bennani A New Energy Model for the Hidden Markov Random Fields Lien
2014 Van-Minh Le, Yann Chevaleyre, Jean-Daniel Zucker, Tuong Vinh Ho A general approach to solve decomposable optimization problems in multiagent simulations settings: application to tsunami evacuation
2014 Rushed Kanawati A multi-objective algorithm for local community identification in complex networks
2014 Manel Hmimida, Rushed Kanawati A seed-centric algorithm for community detection in multiplex networks
2014 Manel Hmimida, Rushed Kanawati A seed-centric algorithm for community detection in multiplex networks
2014 Manel Hmimida, Rushed Kanawati A two-level recommendation approach for document search
2014 Frederic Koriche, Yann Chevaleyre Apprentissage Online de Modeles d'Ising Parcimonieux
2014 Van-Minh Le, Yann Chevaleyre, Jean-Daniel Zucker, Tuong Vinh Ho Approaches to optimize local evacuation maps for helping evacuation in case of tsunami
2014 Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag Biclustering using Spark-MapReduce
2014 Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag Biclustering using Spark-MapReduce Lien
2014 Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag Biclustering using Spark-MapReduce
2014 Manel Hamimda, Rushed Kanawati COMMUNITY DETECTION IN MULTIPLEX NETWORKS: A SEED-CENTRIC APPROACH
2014 Henry Soldano Closed Patterns and Abstraction Beyond Lattices Lien
2014 Henry Soldano Closed patterns and abstraction beyond lattices
2014 Rodrigues Christophe, Soldano Henry, Gauvain Bourgne, Rouveirol Céline Collaborative on line learning of an action model
2014 Rushed Kanawati Combinaison de modularités locales pour l'identification de communautés égo-centrées
2014 Rushed Kanawati Combinaison de modularités locales pour l'identification de communautéss égo-centrées
2014 Zied Yakoubi, Rushed Kanawati Community detection in complex interaction networks: Seed-based approaches
2014 Issam Falih, Manel Hmimida, Rushed Kanawati Community detection in multiplex network: a comparative study
2014 Issam Falih, Manel Hmimida, Rushed Kanawati Community detection in multiplex network: a comparative study
2014 Rushed Kanawati Community detection in social networks: the power of ensemble methods.
2014 Rushed Kanawati Community detection in social networks: the power of ensemble methods.
2014 Ievgen Redko, Younès Bennani Controlling orthogonality constraints for better NMF clustering Lien
2014 Grozavu Nistor, Cabanes Guénaël, Bennani Younès Diversity analysis in collaborative clustering Lien
2014 Rushed Kanawati Empirical evaluation of applying ensemble methods to ego-centered community identification in complex networks
2014 Rushed Kanawati Empirical evaluation of applying ensemble ranking to ego-centered communities identification in complex networks
2014 Rushed Kanawati Empirical evaluation of applying ensemble ranking to ego-centered communities identification in complex networks
2014 Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag, Amine Chaibi Feature Group Weighting and Topological Biclustering
2014 Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag, Amine Chaibi Feature Group Weighting and Topological Biclustering
2014 Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag, Amine Chaibi Feature Group Weighting and Topological Biclustering
2014 Mohammed Ghesmoune, Hanane Azzag, Mustapha Lebbah G-Stream: Growing Neural Gas over Data Stream
2014 Mohammed Ghesmoune, Hanene Azzag, Mustapha Lebbah G-Stream: Growing Neural Gas over Data Stream
2014 Mohammed Ghesmoune, Hanene Azzag, Mustapha Lebbah G-Stream: Growing Neural Gas over Data Stream Lien
2014 Soldano Henry, Santini Guillaume Graph abstraction for closed pattern mining in attributed network
2014 Henry Soldano, Guillaume Santini Graph abstraction for closed pattern mining in attributed network
2014 Henry Soldano, Guillaume Santini Graph abstraction for closed pattern mining in attributed networks
2014 Ines Chebil, Rémi Nicolle, Guillaume Santini, Céline Rouveirol, Mohamed Elati Hybrid method inference for the construction of cooperative regulatory network in human Lien
2014 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle Incremental clustering of data stream using real ants behavior
2014 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle Incremental clustering of data stream using real ants behavior
2014 Dominique Bouthinon, Henry Soldano Learning First Order Rules From Ambiguous Examples
2014 Zied Yakoubi, Rushed Kanawati Licod: Leader-driven approaches for community detection
2014 Zied Yakoubi, Rushed Kanawati Licod: Leader-driven approaches for community detection
2014 Manisha Pujari, Rushed Kanawati Link prediction in Large-scale multiplex networks
2014 Manisha Pujari, Rushed Kanawati Link prediction in multiplex networks
2014 Christophe Rodrigues, Henry Soldano, Gauvain Bourgne, Céline Rouveirol Multi Agent Learning of Relational Action Models Lien
2014 Christophe Rodrigues, Henry Soldano, Gauvain Bourgne, Céline Rouveirol Multi Agent Learning of Relational Action Models
2014 Rushed Kanawati Multi-objective approach for local community computation
2014 Rushed Kanawati Multi-objective approach for local community computation.
2014 Ievgen Redko, Younès Bennani Non-negative Matrix Factorization with Schatten p-norms Reguralization
2014 Rushed Kanawati On Applying Ensemble Approaches to both Local and Global Community Detection in Complex Networks
2014 Nicoleta Rogovschi, Nistor Grozavu Opinion retrieval through unsupervised topological learning Lien
2014 Nicoleta Rogovschi, Nistor Grozavu Opinion retrieval through unsupervised topological learning
2014 Cristinel Diaconu, S. Kraml, Christian Surace, Daniel Chateigner, Thérèse Libourel Rouge, Anne Laurent, Yuan Lin, Marc Schaming, Salima Benbernou, Mustapha Lebbah, Danièle Boucon, Christophe Cérin, Hanane Azzag, Philippe Mouron, Jean-Yves Nief PREDON Scientific Data Preservation 2014 Lien
2014 Amine Chaibi, Hanane Azzag, Mustapha Lebbah Pondération de blocs de variables en bi-partitionnement topologique
2014 Amine Chaibi, Hanane Azzag, Mustapha Lebbah Pondération de blocs de variables en bi-partitionnement topologique Lien
2014 Yann Chevaleyre Preference Learning Problems
2014 Ievgen Redko, Younès Bennani Random subspaces NMF for unsupervised transfer learning Lien
2014 Dominique Bouthinon, Henry Soldano Relational Learning from Ambiguous Examples
2014 Bouthinon Dominique, Soldano Henry Relational Learning from Ambiguous Examples
2014 Dominique Bouthinon, Henry Soldano Relational Learning from Ambiguous Examples
2014 Tugdual Sarazin, Hanane Azzag, Mustapha Lebbah SOM Clustering Using Spark-MapReduce
2014 Tugdual Sarazin, Hanane Azzag, Mustapha Lebbah SOM clustering using Spark-MapReduce
2014 Rushed Kanawati Seed-centric algorithms for high performance community detection in complex networks
2014 Rushed Kanawati Seed-centric approaches for community detection in complex networks
2014 Rushed Kanawati Seed-centric approaches for community detection in complex networks
2014 Aicha Ben Salem, Faouzi Boufares, Sebastiao Correia Semantic recognition of a data structure in Big Data
2014 Aicha Ben Salem, Faouzi Boufares, Sebastiao Correia Semantic recognition of a data structure in Big Data
2014 Basarab Matei, Yves Meyer, Joaquim Ortega-Cerdà Stable sampling and Fourier Multipliers
2014 Manel Hmimida, Rushed Kanawati Système de recommandation par niveau dans la classification à facettes pour la recherche documentaire
2014 Benjamin Roche, Helene Broutin, Marc Choisy, Sylvain Godreuil, Constantin Guillaume de Magny, Yann Chevaleyre, Jean-Daniel Zucker, Romulus Breban, Bernard Cazelles, Frederic Simard The niche reduction approach: an opportunity for optimal control of infectious diseases in low-income countries
2014 Ievgen Redko, Younès Bennani Universal Unsupervised Transfer Learning through Non-negative Matrix Factorization
2014 Christophe Cérin, Mustapha Lebbah, Hanane Azzag Workflows and scientific big data preservation
2014 Salima Benbernou, Mustapha Lebbah Workflows and scientific big data preservation
2014 Rushed Kanawati YASCA: A collective intelligence approach for community detection in complex networks
2014 Rushed Kanawati YASCA: An Ensemble-Based Approach for Community Detection in Complex Networks Lien
2014 Rushed Kanawati YASCA: An Ensemble-Based Approach for Community Detection in Complex Networks
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag A New Bi-clustering Approach Using Topological Maps
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag A New Visualization of Group-Outliers in Unsupervised Learning
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag A New Visualization of Group-Outliers in Unsupervised Learning Lien
2013 Hanane Azzag, Mustapha Lebbah A New Way for Hierarchical and Topological Clustering
2013 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta A Probabilistic Self-Organizing Map for Binary Data Topographic Clustering
2013 Rushed Kanawati A complex network approach for evaluating query similarity metrics
2013 Rushed Kanawati A complex network approach for evaluating query similarity metrics
2013 Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy A new topological clustering algorithm for interval data Lien
2013 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle Clustering using chemical and colonial odors of real ants Lien
2013 Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle Clustering using chemical and colonial odors of real ants
2013 Rushed Kanawati Co-authorship link prediction in multiplex bibliographical networks
2013 Rushed Kanawati Co-authorship link prediction in multiplex bibliographical networks
2013 Ghassany Mohamad, Grozavu Nistor, Bennani Younès Collaborative multi-view clustering Lien
2013 Mohamad Ghassany, Nistor Grozavu, Younès Bennani Collaborative multi-view clustering
2013 Hocine Cherifi, Rushed Kanawati, Piet Kommers Editorial: Community structure in complex networks
2013 Ruggero G Pensa, Francesca Cordero, Rouveirol Céline, Kanawati Rushed Editorial: Dynamic networks and knowledge discovery Lien
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Group Outlier factor: a New Score using Self-Organising Map for Group-Outlier and Novelty Detection Lien
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Group Outlier factor: a New Score using Self-Organising Map for Group-Outlier and Novelty Detection
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Group Outlier factor: a New Score using Self-Organising Map for Group-Outlier and Novelty Detection.
2013 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Growing Self-organizing Trees for autonomous hierarchical clustering
2013 Ines Chebil, Rémy Nicolle, Guillaume Santini, Céline Rouveirol, Mohamed Elati Hybrid method inference for the construction of cooperative regulatory network in human
2013 Vladimir Nikulin, Nicoleta Rogovschi, Grozavu Nistor Incremental learning from several different microarrays Lien
2013 Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu Incremental learning from several different microarrays
2013 Zied Yakoubi, Rushed Kanawati Leader-driven approach for community detection in complex network
2013 Zied Yakoubi, Rushed Kanawati Leader-driven approach for community detection in complex network.
2013 Manisha Pujari, Rushed Kanawati Link prediction in multiplex bibliographical networks
2013 Manisha Pujari, Rushed Kanawati Link prediction in multiplex bibliographical networks
2013 Amine Chaibi, Hanane Azzag, Mustapha Lebbah Nouvelle approche de bi-partitionnement topologique
2013 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Nouvelle approche de bi-partitionnement topologique Lien
2013 Sondes Bannour, Laurent Audibert, Henry Soldano Ontology-based semantic annotation: an automatic hybrid rule-based method Lien
2013 Chaibi Amine, Azzag Hanane, Lebbah Mustapha Pondération de blocs de variables en bi-partitionnement topologique Lien
2013 Rushed Kanawati Prévision de liens dans les graphes de terrain
2013 Yann Chevaleyre, Frederic Koriche, Jean-Daniel Zucker Rounding Methods for Discrete Linear Classification Lien
2013 Rushed Kanawati Seed-centric approaches for community detection in complex interaction networks: A comparative review
2013 Rushed Kanawati Seed-centric approaches for community detection in complex interaction networks: A comparative review
2013 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah, Guillaume Santini Self-organizing Trees for visualizing protein dataset
2013 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah, Guillaume Santini Self-organizing trees for visualizing protein dataset Lien
2013 Chebil Inès, Elati Mohamed, Rouveirol Céline, Santini Guillaume SetNet: Ensemble Method Techniques for Learning Regulatory Networks Lien
2013 Ines Chebil, Mohamed Elati, Céline Rouveirol, Guillaume Santini SetNet: Ensemble Method Techniques for Learning Regulatory Networks
2013 Faouzi Boufares, Aicha Ben Salem, Moufida Rehab, Sebastiao Correia Similar Elimination Data : MFB Algorithm
2013 Van-Minh Le, Yann Chevaleyre, Jean-Daniel Zucker, Tuong Vinh Ho Speeding up the evaluation of casualties in multi-agent simulations with linear programming: application to optimization of sign placement for tsunami evacuation
2013 Leila Amgoud, Yann Chevaleyre, Nicolas Maudet Systèmes multi-agents : interaction, négociation, persuasion Lien
2013 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Sélection de variables non supervisée sous contraintes hiérarchiques
2013 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Sélection de variables non supervisée sous contraintes hiérarchiques Lien
2013 Cabanes Guénaël, Bennani Younès, Grozavu Nistor Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud Lien
2012 Mouhoubi Karima, Létocart Lucas, Rouveirol Céline A Knowledge-Driven Bi-clustering Method for Mining Noisy Datasets Lien
2012 Karima Mouhoubi, Lucas Létocart, Céline Rouveirol A knowledge-driven bi-clustering method for mining noisy datasets
2012 Christophe Rodrigues, Pierre Gérard, Céline Rouveirol, Henry Soldano Active Learning of Relational Action Models
2012 Yann Chevaleyre, Aydano Machado Pamponet Adaptive Probabilistic Policy Reuse Lien
2012 Yann Chevaleyre, Aydano Machado Pamponet Adaptive Probabilistic Policy Reuse Lien
2012 Hanane Azzag, Christiane Guinot, Gilles Venturini An artificial ants model for fast construction and approximation of proximity graphs
2012 Hanane Azzag, Christiane Guinot, Gilles Venturini An artificial ants model for fast construction and approximation of proximity graphs Lien
2012 Yakoubi Zied, Kanawati Rushed Applying Leaders Driven Community Detection Algorithms to Data Clustering
2012 Yakoubi Zied, Kanawati Rushed Applying Leaders Driven Community Detection Algorithms to Data Clustering
2012 Zied Yakoubi, Rushed Kanawati Applying Leaders Driven Community Detection Algorithms to Data Clustering
2012 Manisha Pujari, Rushed Kanawati Applying supervised Rank aggregation to Link prediction in large scale complex networks
2012 Manisha Pujari, Rushed Kanawati Applying supervised Rank aggregation to Link prediction in large scale complex networks
2012 Fatma Hamdi, Younès Bennani Apprentissage d'ensemble d'opérateurs de projection orthogonale pour la détection de nouveauté
2012 Amine Chaibi, Hanane Azzag, Mustapha Lebbah Automatic Group-Outlier Detection
2012 Amine Chaibi, Hanane Azzag, Mustapha Lebbah Automatic Group-Outlier Detection Lien
2012 Guillaume Santini, Henry Soldano, Joël Pothier Automatic classification of protein structures relying on similarities between alignments Lien
2012 Robert Bossy, Julien Jourde, Alain-Pierre Manine, Philippe Veber, Erick Alphonse, Maarten van de Guchte, Philippe Bessières, Claire Nédellec BioNLP Shared Task - The Bacteria Track Lien
2012 Ghassany Mohamad, Grozavu Nistor, Bennani Younès COLLABORATIVE CLUSTERING USING PROTOTYPE-BASED TECHNIQUES Lien
2012 Rushed Kanawati CaSE: A CBR Approach for re-ranking web search results
2012 Rushed Kanawati CaSE: A CBR Approach for re-ranking web search results
2012 Rushed Kanawati CaSE: A CBR Approach for re-ranking web search results
2012 Guénaël Cabanes, Younès Bennani Change detection in data streams through unsupervised learning
2012 Guénaël Cabanes, Younès Bennani Change detection in data streams through unsupervised learning Lien
2012 Lazhar Labiod, Younès Bennani Classification des Données Catégorielles via la Maximisation spectral de la Modularité
2012 Yakoubi Zied, Kanawati Rushed Classification non-supervisée par application d'un algorithme de détection de communautés dans les réseaux complexes
2012 Zied Yakoubi, Rushed Kanawati Classification non-supervisée par application d'un algorithme de détection de communautés dans les réseaux complexes
2012 Rakia Jaziri, Mustapha Lebbah, Younès Bennani Classification probabiliste non supervisée et visualisation des données séquentielles
2012 Rakia Jaziri, Mustapha Lebbah, Younès Bennani Classification probabiliste non supervisée et visualisation des données séquentielles Lien
2012 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Clustering multi-niveaux de graphes : hiérarchique et topologique
2012 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Clustering multi-niveaux de graphes : hiérarchique et topologique Lien
2012 Mohamad Ghassany, Nistor Grozavu, Younès Bennani Collaborative Clustering Using Prototype Based Techniques
2012 Mohamad Ghassany, Nistor Grozavu, Younès Bennani Collaborative Clustering using Prototype-Based Techniques
2012 Mohamad Ghassany, Nistor Grozavu, Younès Bennani Collaborative Generative Topographic Mapping
2012 Ghassany Mohamad, Grozavu Nistor, Bennani Younès Collaborative Generative Topographic Mapping
2012 Mohamad Ghassany, Nistor Grozavu, Younès Bennani Collaborative Generative Topographic Mapping Lien
2012 Mustapha Lebbah Contributions en apprentissage non supervisé à partir de données complexes
2012 Yakoubi Zied, Kanawati Rushed Data Clustering using Leaders driven community detection Algorithm
2012 Faouzi Boufares, Aicha Ben Salem, Sebastiao Correia Deduplication algorithms for DataBases and Data warehouses
2012 F Boufarès, A BenSalem, S Correia Deduplication algorithms for for DataBases and Data Warehouses
2012 Faouzi Boufarès Des Bases de Données aux Entrepôts de Données, Gestion de la Qualité des Données: Une contribution au développement d'un ETL 'Intelligent '
2012 Chaibi Amine, Lebbah Mustapha, Azzag Hanane Detection using a New Group Outlier Factor
2012 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Detection using a New Group Outlier Factor
2012 Karima Mouhoubi, Rémi Nicolle, Lucas Létocart, Mohamed Elati, François Radvanyi, Céline Rouveirol Discrete bi-clustering for mining noisy contexts
2012 Amine Chaibi, Hanane Azzag, Mustapha Lebbah Détection de groupes outliers en classification non supervisée
2012 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Détection de groupes outliers en classification non supervisée Lien
2012 Guénaël Cabanes, Younès Bennani, Dominique Fresneau Enriched topological learning for cluster detection and visualization
2012 Guénaël Cabanes, Younès Bennani, Dominique Fresneau Enriched topological learning for cluster detection and visualization Lien
2012 Karima Mouhoubi, Lucas Létocart, Céline Rouveirol Extraction de biclusters contraints dans des contextes bruités
2012 Nistor Grozavu, Younès Bennani, Lazhar Labiod Feature Space Transformation for Transfer Learning
2012 Grozavu Nistor, Bennani Younès, Labiod Lazhar Feature space transformation for transfer learning Lien
2012 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Graph Decomposition Using Self-organizing Trees Lien
2012 Nhat-Quang Doan, Azzag Hanane, Lebbah Mustapha Graph Decomposition using Self-Organizing Trees
2012 Nhat-Quang Doan, Azzag Hanane, Lebbah Mustapha Growing Self-organizing Trees for Knowledge Discovery from Data
2012 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Growing Self-organizing Trees for autonomous hierarchical clustering
2012 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Growing Self-organizing Trees for knowledge discovery from data Lien
2012 Faouzi Boufares, Aicha Ben Salem, Naoufel Kraiem Inconsistency of Data from the Integration of Heterogeneous Sources
2012 F Boufarès, A BenSalem, N Kraiem Inconsistency of data from the integration of heterogeneous sources
2012 Ines Chebil, Mohamed Elati, Rémy Nicolle, Christophe Rodrigues, Céline Rouveirol LICORN*: construction de réseaux de régulation chez l'homme
2012 Bouthinon Dominique, Soldano Henry Lear Lien
2012 Yann Chevaleyre, Frederic Koriche, Jean-Daniel Zucker Learning linear classifiers with ternary weights from Metagenomic Data Lien
2012 Yann Chevaleyre, Frederic Koriche, Jean-Daniel Zucker Learning linear classifiers with ternary weights from Metagenomic Data Lien
2012 Ines Chebil, Mohamed Elati, Christophe Rodrigues, Remy Nicolle, Céline Rouveirol Licorn* : construction de réseaux de régulation chez l'homme
2012 Manisha Pujari, Rushed Kanawati Link Prediction in Complex Networks by Supervised Rank Aggregation
2012 Manisha Pujari, Rushed Kanawati Link Prediction in Complex Networks by Supervised Rank Aggregation.
2012 Rushed Kanawati Mining the dynamics of scientific publication networks for collaboration recommendation
2012 Rushed Kanawati Mining the dynamics of scientific publication networks for collaboration recommendation
2012 Pujari Manisha, Kanawati Rushed Mining the dynamics of scientific publication networks for collaboration recommendation
2012 Aomar Osmani Modélisation et raisonnement sur des données relationnelles : apprentissage relationnel, diagnostic de systèmes dynamiques et raisonnement spatio-temporel
2012 Yann Chevaleyre, Jerome Lang, Nicolas Maudet, Jerome Monnot, Lirong Xia New candidates welcome! Possible winners with respect to the addition of new candidates
2012 Yann Chevaleyre, Jerome Lang, Nicolas Maudet, Jerome Monnot, Lirong Xia New candidates welcome! Possible winners with respect to the addition of new candidates Lien
2012 Basarab Matei, Sylvain Meignen Nonlinear Cell-Average Multiscales Signal Representations: Application to Signal Denoising
2012 Manel Hmimida, Manel Ankoud, Rushed Kanawati Nouveau modèle de recommandation pour la classification à facettes
2012 Manel Hmimida, Manel Ankoud, Rushed Kanawati Nouveau modèle de recommandation pour la classification à facettes
2012 Amine Chaibi, Mustapha Lebbah, Hanane Azzag Novelty Detection Using a New Group Outlier Factor Lien
2012 Thi Ngoc Anh Nguyen, Yann Chevaleyre, Jean-Daniel Zucker Optimizing Sign Placements for Crowd Evacuation on Road Network in case of Tsunami Alert
2012 Ngoc Anh Nguyen Thi, Yann Chevaleyre, Jean-Daniel Zucker Optimizing Sign Placements for Crowd Evacuation on Road Network in case of Tsunami Alert
2012 Ngoc Anh Nguyen Thi, Yann Chevaleyre, Jean-Daniel Zucker Optimizing Sign Placements for Crowd Evacuation on Road Network in case of Tsunami Alert
2012 Faouzi Boufares, Aicha Ben Salem, Sebastiao Correia Qualité de données dans les entrepôts de données : élimination des similaires
2012 F Boufarès, A BenSalem, S Correia Qualité de données dans les entrepôts de données : élimination des similaires
2012 Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah Self-Organizing Map and Tree Topology for Graph Summarization Lien
2012 Nhat-Quang Doan, Azzag Hanane, Lebbah Mustapha Self-organizing map and tree topology for graph summarization
2012 Manisha Pujari, Rushed Kanawati Supervised rank aggregation approach for link prediction in complex networks
2012 Pujari Manisha, Kanawati Rushed Supervised rank aggregation approach for link prediction in complex networks
2012 Manisha Pujari, Rushed Kanawati Supervised rank aggregation approach for link prediction in complex networks
2012 Manisha Pujari, Rushed Kanawati Supervised rank aggregation approach for link prediction in complex networks
2012 Manisha Pujari, Rushed Kanawati Supervised rank aggregation approach for link prediction in complex networks
2012 Pujari Manisha, Kanawati Rushed Tag recommendation by link prediction based on supervised machine learning
2012 Manisha Pujari, Rushed Kanawati Tag recommendation by link prediction based on supervised machine learning
2012 Manisha Pujari, Rushed Kanawati Tag recommendation by link prediction based on supervised machine learning
2012 Nistor Grozavu, Younès Bennani, Lazhar Labiod Transformation de l'espace de description pour l'apprentissage par transfert
2012 Grozavu Nistor, Bennani Younès, Labiod Lazhar Transformation de l'espace de description pour l'apprentissage par transfert Lien
2012 Faouzi Boufares, Aicha Ben Salem, Sebastiao Correia Un algorithme de déduplication pour les Bases et Entrepôts de Données
2012 F Boufarès, A BenSalem, S Correia Un algorithme de déduplication pour les bases et entrepôts de données
2011 Guénaël Cabanes, Younès Bennani, Dominique Fresneau A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining
2011 Guénaël Cabanes, Younès Bennani, Dominique Fresneau A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining Lien
2011 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta A Self-Organizing Map for Mixed Continuous and Categorical Data
2011 Lazhar Labiod, Younès Bennani A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity
2011 Pujari Manisha, Kanawati Rushed A Supervised Machine Learning Link Prediction Approach for Tag Recommendation
2011 Bruno Pradel, Savaneary Sean, Julien Delporte, Guérif Sébastien, Rouveirol Céline, Nicolas Usunier, Françoise Fogelman-Soulié, Frédéric Dufau-Jo A case study in a recommender system based on purchase data
2011 Lydia Boudjeloud, Hanane Azzag A cooperative biomimetic approach for high dimensional data mining
2011 Henry Soldano A modal view on abstract learning and reasoning
2011 Rushed Kanawati A new Leaders-followers algorithm for detecting overlapping communities in social networks
2011 Rushed Kanawati A new algorithm for community detection in academic collaboration networks
2011 Azzag Hanane, Lebbah Mustapha A new approach for auto-organizing a groups of artificial ants
2011 Soldano Henry, Véronique Ventos Abstract Concept Lattices
2011 Guénaël Cabanes, Younès Bennani Apprendre les contraintes topologiques dans les cartes auto-organisatrices
2011 Guénaël Cabanes, Younès Bennani Apprendre les contraintes topologiques dans les cartes auto-organisatrices Lien
2011 Nistor Grozavu, Mohamad Ghassany, Younès Bennani Apprentissage de la confiance des échanges en classification collaborative non supervisée
2011 Essaidi Moez, Osmani Aomar Business Intelligence-as-a-Service: Studying the Functional and the Technical Architectures.
2011 Lazhar Labiod, Nistor Grozavu, Younès Bennani Classification relationnelle topographique
2011 Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Jérôme Monnot Compilation and communication protocols for voting rules with a dynamic set of candidates Lien
2011 Guénaël Cabanes, Younès Bennani Coupling Clustering and Visualization for Knowledge Discovery from Data
2011 Guénaël Cabanes, Younès Bennani Coupling clustering and visualization for knowledge discovery from data Lien
2011 Karima Mouhoubi, Létocart Lucas, Rouveirol Céline Extraction de motifs ensemblistes dans des contextes bruités
2011 F Boufarès, A BenSalem Heterogeneous data-integration and data quality: Overview of conflicts
2011 Karima Mouhoubi, Létocart Lucas, Rouveirol Céline Heuristique pour l'extraction de motifs ensemblistes bruités
2011 Mouhoubi Karima, Létocart Lucas, Rouveirol Céline Itemset Mining in Noisy Contexts: A Hybrid Approach
2011 Francine Krief, Younès Bennani, José Neuman de Souza LECSOM: A Low-Energy Routing Algorithm based on SOM Clustering for Static and Mobile Wireless Sensor Networks
2011 Rushed Kanawati LICOD: Leaders Identification for Community Detection in Complex Networks
2011 Rushed Kanawati Leaders driven community detection algorithms: an empirical comparative study
2011 Nistor Grozavu, Mohamad Ghassany, Younès Bennani Learning Confidence Exchange in Collaborative Clustering
2011 Fatma Hamdi, Younès Bennani Learning random subspace novelty detection filters
2011 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta Modèles de mélanges topologiques pour la classification de données catégorielles et mixtes
2011 Rushed Kanawati Overlapping communities detection Algorithm
2011 Rogovschi Nicoleta, Lebbah Mustapha, Grozavu Nistor Pondération et classification simultanée de données binaires et continues
2011 Jaziri Rakia, Lebbah Mustapha, Rogovschi Nicoleta, Bennani Younès Probabilistic Self-Organizing Maps for Multivariate Sequences
2011 F Boufarès, A BenSalem Qualité des données dans les systèmes d'information, un bref aperçu
2011 Guillaume Ravilly-Abadie, Chevaleyre Yann, Lacroix Mathieu, Jérôme Lang, Nicolas Maudet Que sait-on du résultat d'une élection avant que tous les votants se soient exprimés?
2011 Rushed Kanawati Query graphs analyzing for query similarity evaluation
2011 Christophe Rodrigues, Gérard Pierre, Rouveirol Céline, Soldano Henry Relational action model learning and planning integration
2011 Jaziri Rakia, Lebbah Mustapha, Bennani Younès, Jean-Hugues Chenot SOS-HMM: Self-Organizing Structure of Hidden Markov Model
2011 Azzag Hanane, Lebbah Mustapha Self-Organizing Tree Using Artificial Ants
2011 Alessandro Perolini, Sébastien Guérif Simultaneous Feature and Model Selection for High-Dimensional Data
2011 Nistor Grozavu, Younès Bennani Simultaneous Pattern and Variable Weighting during Topological Clustering
2011 Lazhar Labiod, Nistor Grozavu, Younès Bennani Simultaneous Topological Categorical Data Clustering and Cluster Characterization
2011 Jaziri Rakia, Lebbah Mustapha, Bennani Younès, Jean-Hugues Chenot Structuration automatique des flux télévisuels par apprentissage non supervisé des répétitions
2011 Essaidi Moez, Osmani Aomar, Rouveirol Céline Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming
2011 Karima Mouhoubi, Létocart Lucas, Rouveirol Céline Une approche heuristique hybride pour l'extraction de motifs ensemblistes dans des contextes bruités
2011 Azzag Hanane, Lebbah Mustapha Une nouvelle approche visuelle pour la classification hiérarchique et topologique
2011 Mohamed Elati, Rouveirol Céline Unsupervised Learning for Gene Regulation Network Inference from Expression Data: A Review
2011 Guénaël Cabanes, Younès Bennani Visualisation de l'intra et inter structure des groupes en classification non supervisée
2011 Guénaël Cabanes, Younès Bennani Visualisation de l'intra et inter structure des groupes en classification non supervisée Lien
2010 Rogovschi Nicoleta, Grozavu Nistor A Content-based Image Retrieval System Based on Unsupervised Topological Learning
2010 Azzag Hanane, Lebbah Mustapha A New Method for Topological and Hierarchical Clustering
2010 Erick Alphonse, Tobias Girschick, Fabian Buchwald, Stefan Kramer A Numerical Refinement Operator Based on Multi-Instance Learning
2010 Moez Essaidi, Aomar Osmani A Unified Method for Developing Data Warehouses
2010 Nesserine Benchettara, Rushed Kanawati, Céline Rouveirol A supervised machine learning link prediction approach for academic collaboration recommendation
2010 Marc Champesme AlphaBetaGal Lien
2010 Mohamed Mohand Ousaid, Rushed Kanawati Analyse des graphes sans échelle pour l'évaluation des similarités entre requêtes web
2010 Christophe Rodrigues, Pierre Gérard, Céline Rouveirol Apprentissage incrémental de règles d'actions relationnelles
2010 Nesserine Benchettara, Rushed Kanawati, Céline Rouveirol Apprentissage supervisé pour la prédiction de nouveaux liens dans des réseaux sociaux bipartie
2010 Lydia Boudjeloud-Assala, Hanane Azzag Approche biomimétique coopérative pour la visualisation de grands graphes multidimensionels
2010 Azzag Hanane, Lebbah Mustapha Auto-organisation topologique et hiérarchique des données
2010 Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Lazhar Labiod, Younès Bennani Autonomous Clustering Characterization for Categorical Data
2010 Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Classification collaborative non supervisée
2010 Lazhar Labiod, Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Classification relationnelle topographique
2010 Grozavu Nistor, Bennani Younès, Lebbah Mustapha Cluster-Dependent Feature Selection through a Weighted Learning Paradigm
2010 Lazhar Labiod, Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Clustering Categorical Data Using an Extended Modularity Measure
2010 Aurélien Bossard, Christophe Rodrigues Combining a Multi-document Summarization System with a Genetic Algorithm Lien
2010 Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé
2010 Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé Lien
2010 Nistor Grozavu, Lazhar Labiod, Younès Bennani Dimensionality reduction for binary data
2010 Alain-Pierre Manine, Erick Alphonse, Philippe Bessières Extraction of Genic Interactions with the Recursive Logical Theory of an Ontology
2010 Farida Zehraoui, Rushed Kanawati, Sylvie Salotti Hybrid neural network and case based reasoning system for Web user behavior clustering and classification Lien
2010 Soldano Henry, Ventos Véronique, Champesme Marc, Forge David Incremental Construction of Alpha Lattices and Association Rules
2010 Christophe Rodrigues, Pierre Gérard, Céline Rouveirol Incremental Learning of Relational Action Models in Noisy Environments
2010 Rodrigues Christophe, Gérard Pierre, Rouveirol Céline, Soldano Henry Incremental Learning of Relational Action Rules
2010 Christophe Rodrigues, Pierre Gérard, Céline Rouveirol Incremental learning of relational action models in noisy environments Lien
2010 Rushed Kanawati LIPS: A SNA-based system for Intelligent Management of Academic Conferences
2010 Rushed Kanawati, Jean-Vincent Loddo Le routage IP statique avec Marionnet : retour d'expérience
2010 Yann Chevaleyre, Frederic Koriche, Jérôme Lang, Jérôme Mengin, Bruno Zanuttini Learning Ordinal Preferences on Multiattribute Domains: the Case of CP-nets
2010 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta Learning Self-Organizing Mixture Markov Models
2010 Guénaël Cabanes, Younès Bennani Learning Topological Constraints in Self-Organizing Map
2010 Guénaël Cabanes, Younès Bennani Learning Topological Constraints in Self-Organizing Map Lien
2010 Gauvain Bourgne, Soldano Henry, Amal ElFallah-Seghrouchni Learning better together
2010 Gauvain Bourgne, Amal El Fallah-Seghrouchni, Soldano Henry Learning better together with Forgetness
2010 Richard Booth, Yann Chevaleyre, Jérôme Lang, Jérôme Mengin, Chattrakul Sombattheera Learning conditionally lexicographic preference relations
2010 Guénaël Cabanes, Younès Bennani Learning the number of clusters in Self Organizing Map
2010 Manisha Pujari, Rushed Kanawati Link Prediction Approach for Tag Recommendation in Folksonomy
2010 Azzag Hanane, Lebbah Mustapha, Arfaoui Aymen Map-TreeMaps: A New Approach for Hierarchical and Topological Clustering
2010 Guénaël Cabanes, Younès Bennani, Dominique Fresneau Mining RFID Behavior Data using Unsupervised Learning
2010 Guénaël Cabanes, Younès Bennani, Dominique Fresneau Mining RFID Behavior Data using Unsupervised Learning Lien
2010 Moez Essaidi, Aomar Osmani Model driven data warehouse using MDA and 2TUP
2010 Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Jérôme Monnot Possible Winners when New Candidates are Added: the case of scoring rules
2010 Grozavu Nistor, Bennani Younès, Lebbah Mustapha, Hamid Benhadda Relational Analysis for Clustering Consensus
2010 Lazhar Labiod, Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Relational Topological Map
2010 Lazhar Labiod, Nistor Grozavu, Younès Bennani Relational topological clustering
2010 Lazhar Labiod, Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Relationship between the modularity criterion and the relational analysis
2010 Hamid Benhadda, Bennani Younès, Lebbah Mustapha, Grozavu Nistor SYSTEM FOR SEARCHING VISUAL INFORMATION. WO/2010/066774
2010 Yann Chevaleyre, Ulle Endriss, Nicolas Maudet Simple negotiation schemes for agents with simple preferences: Sufficiency, necessity and maximality
2010 Lebbah Mustapha, Bennani Younès Sous-échantillonnage topographique par apprentissage semi-supervisé
2010 Nesserine Benchettara, Rushed Kanawati, Céline Rouveirol Supervised Machine Learning Applied to Link Prediction in Bipartite Social Networks
2010 Hamdi Fatma, Lebbah Mustapha, Bennani Younès Topographic under-sampling for unbalanced distributions
2010 Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Topological Collaborative Clustering
2010 Azzag Hanane, Lebbah Mustapha Topological Hierarchical Tree Using Artificial Ants
2010 Lazhar Labiod, Nistor Grozavu, Younès Bennani Topological organization for Categorical Data Clustering
2010 Essaidi Moez, Osmani Aomar Towards Model-driven Data Warehouse Automation using Machine Learning
2010 S Hamdoun, F Boufarès Un formalisme pour l'intégration de données hétérogènes
2010 Guénaël Cabanes, Younès Bennani Unsupervised Topographic Learning for Spatiotemporal Data Mining Lien
2010 Guénaël Cabanes, Younès Bennani Unsupervised topographic learning for spatiotemporal data-mining
2010 Guillaume Santini, Henry Soldano, Joël Pothier Use of ternary similarities in graph based clustering for protein structural family classification Lien
2010 Mustapha Lebbah, Khalid Benabdeslem Visualization and clustering of categorical data with probabilistic self-organizing map
2009 Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani A New Competitive Strategy for Self Organizing Map Learning
2009 Rushed Kanawati, Hager Karoui A P2P collaborative bibliography recommender system
2009 Nadia Pisanti, Henry Soldano, Mathilde Carpentier, Joel Pothier A relational extension of the notion of motifs: application to the common 3D protein substructures searching problem
2009 Alphonse Erick, Osmani Aomar Analyse en moyenne de la complexité des algorithmes d'apprentissage relationnel
2009 Henry Soldano Apprentissage : Paradigmes, Structures et Abstractions
2009 Bouthinon Dominique, Soldano Henry, Ventos Véronique Apprentissage de Concept à partir d'Exemples (très ambigus
2009 Nistor Grozavu, Younès Bennani Apprentissage topographique non supervisé avec mémoire
2009 Grozavu Nistor, Bennani Younès, Lebbah Mustapha Caractérisation automatique des classes découvertes en classification non supervisée
2009 Nicoleta Rogovschi Classification à base de modèles de mélanges topologiques des données catégorielles et continues
2009 Gauvain Bourgne, Bouthinon Dominique, ElFallah-Seghrouchni Amal, Soldano Henry Collaborative Concept Learning: Non Individualistic vs Individualistic Agents
2009 Maïssa Mbaye, Francine Krief, Henry Soldano Collaborative strategy learning for distributed network self-configuring
2009 Guénaël Cabanes, Younès Bennani Comparing Large Datasets Structures through Unsupervised Learning
2009 Guénaël Cabanes, Younès Bennani Comparing Large Datasets Structures through Unsupervised Learning Lien
2009 Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Guillaume Ravilly-Abadie Compiling the Votes of a Subelectorate
2009 Bouthinon Dominique, Soldano Henry, Ventos Véronique Concept Learning from (Very) Ambiguous Examples
2009 F Boufarès, M Badri, S Hamdou, V Heiwy, K Lellahi Construction and Maintenance of Heterogeneous Data WareHouses
2009 Essaidi Moez, Osmani Aomar Data Warehouse Development Using MDA and 2TUP
2009 Alphonse Erick, Osmani Aomar Empirical Study of Relational Learning Algorithms in the Phase Transition Framework
2009 Erick Alphonse Etude empirique de la transition de phase en apprentissage relationnel
2009 Guénaël Cabanes, Younès Bennani, Dominique Fresneau Exploration de données de traçcabilité issues de la RFID par apprentissage non-supervisé
2009 Guénaël Cabanes, Younès Bennani, Dominique Fresneau Exploration de données de traçcabilité issues de la RFID par apprentissage non-supervisé Lien
2009 Grozavu Nistor, Bennani Younès, Lebbah Mustapha From variable weighting to cluster characterization in topographic unsupervised learning
2009 Catherine Recanati, Nicoleta Rogovschi, Younès Bennani Hybrid Unsupervised Learning to Uncover Discourse Structure Lien
2009 Rushed Kanawati, Céline Rouveirol LIPS: A SNA-based System for intelligent Management of Academic Conferences
2009 Gauvain Bourgne, Amal ElFallah-Seghrouchni, Soldano Henry Learning in a fixed or evolving network of agents
2009 Alain-Pierre Manine, Erick Alphonse, Philippe Bessières Learning ontological rules to extract multiple relations of genic interactions from text
2009 Younès Bennani METHODS FOR UPDATING AND TRAINING A SELF-ORGANISING MAP (WO/2009/081005 - PCT/FR2008/052288)
2009 Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning Lien
2009 Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël Mining Customers' Spatio-temporal Behavior Data using Topographic Unsupervised Learning
2009 Youcef Zafoune, Aïcha Moukhtari, Rushed Kanawati Mobile agent approach for mobile code localization in ad hoc networks.
2009 Youcef Zafoune, Aïcha Mokhtari, Rushed Kanawati Mobile-Agent Approach for Mobile Code Localization in Ad hoc Networks
2009 Guillaume P H Santini, Jean A H Cognet, Duanxiang Xu, Kiran K Singarapu, Catherine Hervé du Penhoat Nucleic acid folding determined by mesoscale modeling and NMR spectroscopy: solution structure of d(GCGAAAGC) Lien
2009 Joel Uckelman, Yann Chevaleyre, Ulle Endriss, Jérôme Lang Representing utility functions via weighted goals
2009 Sujeevan Aseervatham, Younès Bennani Semi-structured document categorization with a semantic kernel
2009 Sébastien Guérif Sous-échantillonnage et test de permutations pour la sélection de variables non supervisée
2009 Nesserine Benchettara, Rushed Kanawati, Céline Rouveirol Supervised Machine Learning for Link prediction in two Mode Social network.
2009 H Kadri-Dahmani, C Bertelle, Gérard H E Duchamp, A Osmani The evolution process of geographical data base within self-organized topological propagation area
2009 Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard H.E. Duchamp, Aomar Osmani The evolution process of geographical database within self-organized topological propagation area.
2009 N. Bredeche, Yann Chevaleyre The robot swarm re-localization problem
2009 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta Un algorithme pour la classification topographique simultanée de données qualitatives et quantitatives
2009 Hanene Azzag, Fabien Picarougne, Christiane Guinot, Gilles Venturini VRMiner: A Tool for Multimedia Database Mining with Virtual Reality
2009 Nistor BegBraceSlashuulineBegBraceGrozavuEndBraceEndBrace, Younès Bennani Voting Memory based Self-Organizing Map
2008 Rushed Kanawati A CBR framework for implementing community-aware web search engine
2008 Alphonse Erick, Osmani Aomar A Model to Study Phase Transition and Plateaus in Relational Learning
2008 Sujeevan Aseervatham, Younès Bennani A Semantic Tree Representation for Document Categorization with a Composite Kernel
2008 Guénaël Cabanes, Younès Bennani A local density-based simultaneous two-level algorithm for topographic clustering
2008 Guénaël Cabanes, Younès Bennani A local density-based simultaneous two-level algorithm for topographic clustering Lien
2008 Alphonse Erick, Osmani Aomar A problem generator to study heuristic search in relational learning
2008 Fouad Badran, Mustapha Lebbah, Sylvie Thiria Cartes auto-organisatrices et classification automatique. Livre Apprentissage statistique
2008 Guénaël Cabanes, Younès Bennani Classification topographique à deux niveaux simultanés à base de modes de densité
2008 Azzag Hanane, Lebbah Mustapha Clustering of Self-Organizing Map
2008 Rushed Kanawati Collaborative Bibliography
2008 H Kadri-Dahmani, C Bertelle, Gérard H E Duchamp, A Osmani Consistent Updating of Geographical DataBase as Emergent Property over Influence System
2008 D Berrabah, F Boufarès Constraints Satisfaction Problems in Data Modeling
2008 H Karoui, R Kanawati, L Petrucci Cooperative CBR System for Peer Agent Committee Formation
2008 Guénaël Cabanes, Younès Bennani Density-based Simultaneous 2-Level - Self-Organizing Map (DS2L-SOM)
2008 Hakima Kadri-Dahmani, Cyrille Bertelle, Gerard H.E. Duchamp, Aomar Osmani Emergent property of consistent updated geographical database
2008 Alain-Pierre Manine, Erick Alphonse, Philippe Bessières Genic interaction extraction by reasoning on an ontology
2008 Etienne Birmelé, Elati Mohamed, Rouveirol Céline, Christophe Ambroise Identification of functional modules based on transcriptional regulation structure Lien
2008 Alain-Pierre Manine, Erick Alphonse, Philippe Bessières Information Extraction as an Ontology Population Task and Its Application to Genic Interactions
2008 M Badri, V Heiwy, F Boufarès Mise à jour incrémentale des agrégats : Cas des indicateurs ROLAP dans les entrepôts de données
2008 Gauvain Bourgne, Amal ElFallah-Seghrouchni, Maudet Nicolas, Soldano Henry Multiagent Incremental Learning in Networks
2008 Yann Chevaleyre, Ulle Endriss, Sylvia Estivie, Nicolas Maudet Multiagent Resource Allocation in k-additive Domains: Preference Representation and Complexity
2008 Rushed Kanawati On Using SNA techniques for enhancing performances of On-line help-desks
2008 Christophe Rodrigues, Pierre Gérard, Céline Rouveirol On and Off-Policy Relational Reinforcement Learning
2008 Alphonse Erick, Osmani Aomar On the connection between the phase transition of the covering test and the learning success rate in ILP
2008 Mustapha Lebbah, Mohamed Ramzi Temanni, Christine Poitou-Bernert, Karine Clément, Jean-Daniel Zucker Partitionnement des données pour les problèmes de classement difficiles : Combinaison des cartes topologiques mixtes et SVM
2008 Grozavu Nistor, Bennani Younès, Lebbah Mustapha Pondération locale des variables en apprentissage numérique non-supervisé
2008 Jérôme Lang, Ulle Endriss, Yann Chevaleyre, Nicolas Maudet Preference Handling in Combinatorial Domains: From AI to Social Choice
2008 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta Probabilistic Mixed Topological Map for Categorical and Continuous Data
2008 Mohamed Elati, Rouveirol Céline Recherche adaptative de structures de régulation génétique
2008 Lebbah Mustapha, Bennani Younès, Hamid Benhadda Relational Analysis for Consensus Clustering from Multiple Partitions
2008 Christophe Rodrigues, Pierre Gérard, Céline Rouveirol Relational TD Reinforcement Learning
2008 Yann Chevaleyre, Ulle Endriss, Nicolas Maudet Restricted Classes of Utility Functions for Simple Negotiation Schemes: Sufficiency, Necessity, and Maximality
2008 Bennani Younès, Viennet Emmanuel, Guérif Sébastien Réduction des dimensions de l'espace de description
2008 Azzag Hanane, Lebbah Mustapha Segmentation hiérarchique des cartes topologiques
2008 R Nefoussi abd S Hamdoun, F Boufarès Sécurité d'un système d'information médicale utilisant les entrepôts de données
2008 Erick Alphonse The Phase Transition of The Bounded ILP Consistency Problem
2008 Paul E. Dunne, Yann Chevaleyre The complexity of deciding reachability properties of distributed negotiation schemes
2008 Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining
2008 Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau Topographic connectionist unsupervised learning for RFID behavior data mining
2008 Yann Chevaleyre, Ulle Endriss, Nicolas Maudet Trajectories of goods in distributed allocation
2008 Guénaël Cabanes, Younès Bennani Un algorithme de classification topographique non supervisée à deux niveaux simultanés
2008 Guénaël Cabanes, Younès Bennani Un algorithme de classification topographique non supervisée à deux niveaux simultanés Lien
2008 Hanane Azzag, David Da Costa, Christiane Guinot, Gilles Venturini Un aperç cu de la fouille visuelle de données
2008 Sébastien Guérif Unsupervised Variable Selection: when random rankings sound as irrelevancy
2007 Fabien Picarougne, Hanene Azzag, Gilles Venturini, Christiane Guinot A New Approach of Data Clustering Using a Flock of Agents
2007 Aseervatham Sujeevan, Viennet Emmanuel, Bennani Younès A Semantic Kernel for Semi-Structured Documents
2007 Yann Chevaleyre, Ulle Endriss, Jérôme Lang, Nicolas Maudet A Short Introduction to Computational Social Choice
2007 Rushed Kanawati A community aware web search engine
2007 Hanene Azzag, Gilles Venturini, Antoine Oliver, Christiane Guinot A hierarchical ant based clustering algorithm and its use in three real-world applications
2007 M Elati, P Neuvial, Rouveirol Céline, F Radvanyi, E Barillot A methodology for discovering cooperative regulatory pattern from ternary gene expression data
2007 Guénaël Cabanes, Younès Bennani A simultaneous two-level clustering algorithm for automatic model selection
2007 Guénaël Cabanes, Younès Bennani A simultaneous two-level clustering algorithm for automatic model selection Lien
2007 Rushed Kanawati Agents RÀPC coopératifs pour la recherche d'information
2007 Yann Chevaleyre, Ulle Endriss, Nicolas Maudet Allocating Goods on a Graph to Eliminate Envy
2007 Nicoleta Rogovschi, Younès Bennani, Catherine Recanati Apprentissage neuro-markovien pour la classification non supervisée de données structurées en séquences Lien
2007 Khalid Benabdeslem, Younès Bennani Approche connexionniste pour l'analyse des données issues d'usage d'Internet : Classification et Visualisation
2007 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta BeSOM : Bernoulli on Self Organizing Map
2007 Lebbah Mustapha, Bennani Younès, Rogovschi Nicoleta BeSOM: Bernoulli on Self-Organizing Map
2007 Farida Zehraoui, Rushed Kanawati, Sylvie Salotti CASEP2 : système hybride pour le traitement de séquences de navigation sur le web Lien
2007 Maria Malek, Rushed Kanawati CBR-based
2007 Rushed Kanawati, Maria Malek Computing Social Networks for Information Sharing: A Case-based Approach
2007 D Berrabah, F Boufarès Constraints checkinh in UML class diagrams: SQL vs OCL
2007 S Hamdoun, F Boufarès, M Badri Construction et Maintenance des entrepôts de données hétérogènes
2007 Julien Lavergne, Hanane Azzag, Christiane Guinot, Gilles Venturini Construction et exploration interactive d'un graphe de documents
2007 Julien Lavergne, Hanene Azzag, Christiane Guinot, Gilles Venturini Construction incrémentale et visualisation de graphes de voisinage par des fourmis artificielles
2007 Sébastien Guérif, Younès Bennani Dimensionality Reduction Through Unsupervised Features Selection
2007 Guillaume P H Santini, Christophe Pakleza, Pascal Auffinger, Céline Moriou, Alain Favre, Pascale Clivio, Jean A H Cognet Dinucleotide TpT and its 2'-O-Me analogue possess different backbone conformations and flexibilities but similar stacked geometries Lien
2007 Catherine Recanati, Nicoleta Rogovschi Enchaînements verbaux - étude sur le temps et l'aspect utilisant des techniques d'apprentissage non supervisé Lien
2007 Alphonse Erick, Rouveirol Céline Extension of the Top-Down Data-Driven Strategy to ILP
2007 Alphonse Erick, Rouveirol Céline Extension of the Top-Down Data-Driven Strategy to ILP
2007 Khalid Benabdeslem, Mustapha Lebbah Feature Selection for Self-Organizing Map
2007 Mohamed Elati, François Radvanyi, Rouveirol Céline Fouille de données pour l'extraction de grands réseaux de régulation génétique
2007 Hanane Azzag, Gilles Venturini Fouille du Données et Algorithmes Biomimétiques
2007 Etienne Birmelé, Mohamed Elati, Rouveirol Céline, Christophe Ambroise Identification of functional modules based on transcriptional regulation structure
2007 Julien Lavergne, Hanane Azzag, Christiane Guinot, Gilles Venturini Incremental Construction of Neighborhood Graphs Using the Ants Self-Assembly Behavior
2007 Mohamed Elati, Pierre Neuvial, Monique Bolotin-Fukuhara, Emmanuel Barillot, François Radvanyi, Rouveirol Céline LICORN: learning cooperative regulation networks from gene expression data
2007 Khellaf Bouandas, Aomar Osmani Mining Association Rules in Temporal Sequences
2007 Youcef Zafoune, Rushed Kanawati, Aicha Moukhtari Mobile Agents Localization in ad. hoc. Networks: A Comparative Study of Centralized and Distributed Approaches
2007 Hanane Azzag, Julien Lavergne, Christiane Guinot, Gilles Venturini On building graphs of documents with artificial ants
2007 Alphonse Erick, Osmani Aomar On the connection between the phase transition of the covering test and the learning success rate
2007 Alphonse Erick, Osmani Aomar Phase transition and heuristic search in relational learning
2007 Danielo G Gomes, Nazim Agoulmine, Younès Bennani, José Neuman de Souza Predictive connectionist approach for VoD bandwidth management
2007 Yann Chevaleyre, Ulle Endriss, Sylvia Estivie, Nicolas Maudet Reaching Envy-free States in Distributed Negotiation Settings
2007 Gauvain Bourgne, Henry Soldano, Amal El Fallah-Seghrouchni SMILE: Sound Multi-agent Incremental LEarning
2007 Catherine Recanati, Nicoleta Rogovschi, Younès Bennani Sequencing of verbs - a study on tense and aspect using unsupervised learning Lien
2007 Sébastien Guérif, Younès Bennani Sélection de Variables en Apprentissage Numérique Non Supervisé
2007 Yann Chevaleyre The Patrolling Problem: Theoretical and Experimental Results
2007 Catherine Recanati, Nicoleta Rogovschi, Younès Bennani The structure of verbal sequences analyzed with unsupervised learning techniques Lien
2007 Jérôme Azé, Lucie Gentils, Claire Toffano-Nioche, Valentin Loux, Jean-François Gibrat, Philippe Bessières, Céline Rouveirol, Anne Poupon, Christine Froidevaux Towards a semi-automatic functional annotation tool based on decision tree techniques
2007 D Berrabah, F Boufarès, M Badri Un méta-modèle pour l'étude de la cohérence globale des contraintes dans les bases de données
2007 Julien Lavergne, Hanane Azzag, Christiane Guinot, Gilles Venturini Une approche incrémentale d'une méthode de classification non supervisée par nuages d'insectes volants
2006 D Berrabah, F Boufarès, C F Ducateau A new tool to check the coherence of constraints defined on UML class diagrams
2006 D Berrabah, C F Ducateau, F Boufarès Active mechanisms for checking participation constraints in UML
2006 H Karoui, R Kanawati, L Petrucci An intelligent peer-to-peer multi-agent system for collaborative management of bibliographic databases
2006 H Karoui, R Kanawati, L Petrucci COBRAS: Cooperative CBR System for Bibliographical Reference Recommendation
2006 S Hamdoun, F Boufarès, M Badri Construction et Maintenance des entrepôts de données hétérogènes
2006 H Karoui, R Kanawati, L Petrucci Cooperative CBR System for Peer Agent Committee Formation
2006 M Badri, F Boufarès, C F Ducateau, S Hamdoun Maintenance des entrepôts de données hétérogènes
2006 M Badri, F Boufarès, C F Ducateau, R Nefoussi Maintenance des vues matérialisées hétérogènes sous Oracle
2006 Michèle Lamoureux, Louis Patard, Belen Hernandez, Thierry Couesnon, Guillaume P H Santini, Jean A H Cognet, Catherine Gouyette, Christine Cordier Spectroscopic and structural impact of a stem base-pair change in êDNAê hairpins: GTTC-ACA-GAAC versus GTAC-ACA-GTAC Lien
2006 D Berrabah, F Boufarès, C F Ducateau, V Heiwy Sémantique des contraintes dans les diagrammes de classes UML: une expression en langage OCL
2006 H Karoui, R Kanawati, L Petrucci Une approche R?C pour la formation d'un comité d'agents dans un système de recommandation d'?al-??al
2005 D Berrabah, C F Ducateau, F Boufarès Analysing UML Graphic Constraints : How to cope with OCL
2005 S Hamdoun, F Boufarès Building a data warehouse using heterogeneous data sources
2005 M Badri, F Boufarès, C F Ducateau, F Gargouri Etat de l'art de la maintenance des entrepôts de données issus des systèmes d'information hétérogènes
2005 F Boufarès, S Hamdoun Integration techniques to build a data warehouse using heterogeneous data sources
2005 F Boufarès, D Berrabah, C F Ducateau, F Gargouri Les conflits entre les contraintes dans les schémas conceptuels de Bases de Données UML-EER
2005 S Hamdoun, F Boufarès Relationships between attributes to integrate heterogeneous data sources : an SQL methodology
2004 F Boufarès, H Bennaceur Consistency Problems in ER-Schemas for Database systems
2004 D Berrabah, F Boufarès, C F Ducateau, F Gargouri, V Heiwy Les conflits entre les contraintes dans les schémas conceptuels de Bases de Données UML-EER
2004 S Hamdoun, F Boufarès Relationships between attributes to integrate heterogeneous data sources
2003 S Hamdoun, F Boufarès An XML approach of construction and self-maintenance of a web warehouse
2003 F Boufarès, S Hamdoun Construction et Auto-maintenance d'un Web Warehouse
2003 Guillaume Santini, Christophe Pakleza, Cognet Jean DNA tri- and tetra-loops and RNA tetra-loops hairpins fold as elastic biopolymer chains in agreement with PDB coordinates
2003 F Boufarès, D Berrabah, C F Ducateau, V Heiwy Etude de la cohérence des contraintes de multiplicité dans un schéma conceptuel de BD avec UML
2003 F Boufarès, H Bennaceur, A Osmani On the consistency of Cardinality Constraints in UML Modeling
2003 Albert Cohen, Nira Dyn, Basarab Matei Quasilinear subdivision schemes with applications to ENO interpolation Lien
1998 G. Iazetti, Guillaume Santini, M. Rau, E. Bucci, RA Calogero VIRTLAB: a virtual molecular biology laboratory