Fabrice Popineau

ESANN 2026 - 34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2026, Bruges, Belgium. ⟨10.14428/esann/2026.ES2026-261⟩

Communication dans un congrès hal-05672090v1

T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data

Hugo Thimonier , José Lucas de Melo Costa , Fabrice Popineau , Arpad Rimmel , Bich-Liên Doan

ICLR 2025 - International Conference on Learning Representations, Apr 2025, Sinagpore, Singapore. ⟨10.48550/arXiv.2410.05016⟩

Communication dans un congrès hal-05624276v1

Retrieval Augmented Deep Anomaly Detection for Tabular Data

Hugo Thimonier , Fabrice Popineau , Arpad Rimmel , Bich-Liên Doan

CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management, Oct 2024, Boise ID, United States. pp.2250 - 2259, ⟨10.1145/3627673.3679559⟩

Communication dans un congrès hal-05238746v1

Optimizing Human Learning. 4th Workshop eliciting Adaptive Sequences for Learning and Educational RecSys (WASL 2024)

Jill-Jênn Vie , Yong Zheng , Fabrice Popineau , Yizhu Gao , Samuel Girard et al.

Learning Analytics and Knowledge 2024, Mar 2024, Kyoto, Japan

Communication dans un congrès hal-04604552v1

Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments

Hugo Thimonier , Fabrice Popineau , Arpad Rimmel , Bich-Liên Doan , Fabrice Daniel

Ninth International Congress on Information and Communication Technology, Feb 2024, London, United Kingdom. pp.37 - 50, ⟨10.1007/978-981-97-4581-4_4⟩

Communication dans un congrès hal-05238747v1

Beyond Individual Input for Deep Anomaly Detection on Tabular Data

Hugo Thimonier , Fabrice Popineau , Arpad Rimmel , Bich-Liên Doan

International Conference on Machine Learning, Jul 2024, Vienna, Austria

Communication dans un congrès hal-05238748v1

Beyond Individual Input for Deep Anomaly Detection on Tabular Data

Hugo Thimonier , Fabrice Popineau , Arpad Rimmel , Bich-Liên Doan

2nd Table Representation Learning Workshop @ NeurIPS 2023, Dec 2023, New Orleans, United States. ⟨10.48550/arXiv.2305.15121⟩

Communication dans un congrès hal-04473993v1

Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management

Marc Velay , Bich-Liên Doan , Arpad Rimmel , Fabrice Popineau , Fabrice Daniel

2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA), Sep 2023, Hammamet, Tunisia. pp.1-6, ⟨10.1109/INISTA59065.2023.10310402⟩

Communication dans un congrès hal-04473989v1

TracInAD: Measuring Influence for Anomaly Detection

Hugo Thimonier , Fabrice Popineau , Arpad Rimmel , Bich-Liên Doan , Fabrice Daniel

IJCNN 2022 - International Joint Conference on Neural Networks, Jul 2022, Padoue, Italy. ⟨10.1109/IJCNN55064.2022.9892058⟩

Communication dans un congrès hal-04244954v1

Evaluating DAS3H on the EdNet Dataset

Benoît Choffin , Fabrice Popineau , Yolaine Bourda , Jill-Jênn Vie

AAAI 2021 - The 35th Conference on Artificial Intelligence / Imagining Post-COVID Education with AI, Feb 2021, Virtual, United States

Communication dans un congrès hal-03175874v1

Ranking Geological Cross-Sections for database querying

Amandine Fratani , Sophie Viseur , Fabrice Popineau , Pierre Henry , Badih Ghattas et al.

2021 RING Meeting, Research for Integrative Numerical Geology, 2021, Nancy, France

Communication dans un congrès hal-03581404v1

Filtering a Reference Corpus to Generalize Stylometric Representations

Julien Hay , Bich-Liên Doan , Fabrice Popineau , Ouassim Elhara

12th International Conference on Knowledge Discovery and Information Retrieval, Nov 2020, Budapest, Romania. pp.259-268, ⟨10.5220/0010138802590268⟩

Communication dans un congrès hal-04244974v1

Renewal: an online competition platform for news recommender systems

Julien Hay , Erik M. Bray , Bich-Liên Doan , Fabrice Popineau , Anne-Catherine Letournel et al.

Challenges in Machine Learning at NeurIPS 2020, Chklovski Tara; Banifatemi Amir; Stolovitzky Gustavo; Mendrik Adriënne, Dec 2020, Online, United States

Communication dans un congrès hal-04421282v1

Representation learning of writing style

Julien Hay , Bich-Liên Doan , Fabrice Popineau , Ouassim Ait Elhara

Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020), Nov 2020, Online, France. pp.232-243, ⟨10.18653/v1/2020.wnut-1.30⟩

Communication dans un congrès hal-04244991v1

DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills

Benoît Choffin , Fabrice Popineau , Yolaine Bourda , Jill-Jênn Vie

International Conference on Educational Data Mining (EDM 2019), Jul 2019, Montréal, Canada

Communication dans un congrès hal-02197659v1

DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills

Benoît Choffin , Fabrice Popineau , Yolaine Bourda , Jill-Jênn Vie

JDSE 2019 - Paris-Saclay Junior Conference on Data Science and Engineering, Sep 2019, Gif-sur-Yvette, France

Communication dans un congrès hal-03427048v1

Personalized Recommendation of Open Educational Resources in MOOCs

Hiba Hajri , Yolaine Bourda , Fabrice Popineau

International Conference on Computer Supported Education, Mar 2018, Funchal, Portugal. pp.166-190, ⟨10.1007/978-3-030-21151-6_9⟩

Communication dans un congrès hal-04245031v1

Optimizing human learning workshop eliciting adaptive sequences for learning (WeASeL)

Fabrice Popineau , Michal Valko , Jill-Jênn Vie

Machine Learning Conference, Jan 2019, Online, United States

Communication dans un congrès hal-05437169v1

Complémentarités de représentations vectorielles pour la similarité sémantique

Julien Hay , Tim van de Cruys , Philippe Muller , Bich-Liên Doan , Fabrice Popineau et al.

18e Journees Francophones Extraction et Gestion de Connaissances (EGC 2018), Jan 2018, Paris, France. pp.179-190

Communication dans un congrès hal-02283159v1

A System to Recommend Open Educational Resources during an Online Course

Hiba Hajri , Yolaine Bourda , Fabrice Popineau

10th International Conference on Computer Supported Education, Mar 2018, Funchal, Portugal. pp.99-109, ⟨10.5220/0006697000990109⟩

Communication dans un congrès hal-01763808v1

MORS: A System for Recommending OERs in a MOOC

Hiba Hajri , Yolaine Bourda , Fabrice Popineau

2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT), Jul 2017, Timisoara, Romania. ⟨10.1109/ICALT.2017.89⟩

Communication dans un congrès hal-01698852v1

A Heuristic Method for Large-Scale Cognitive-Diagnostic Computerized Adaptive Testing

Jill-Jênn Vie , Fabrice Popineau , Françoise Tort , Benjamin Marteau , Nathalie Denos

Learning @ scale (L@S'17), Apr 2017, Cambridge, MA, United States. ⟨10.1145/3051457.3054015⟩

Communication dans un congrès hal-01493787v1

Adaptive Testing Using a General Diagnostic Model

Jill-Jênn Vie , Fabrice Popineau , Yolaine Bourda , Eric Bruillard

EC-TEL 2016 - 11th European Conference on Technology Enhanced Learning, Sep 2016, Lyon, France

Communication dans un congrès hal-01376944v1

Prédiction de performance sur des questions dichotomiques: comparaison de modèles pour des tests adaptatifs à grande échelle

Jill-Jênn Vie , Fabrice Popineau , Jean-Bastien Grill , Eric Bruillard , Yolaine Bourda

Atelier Évaluation des Apprentissages et Environnements Informatiques, EIAH 2015, Jun 2015, Agadir, Maroc

Communication dans un congrès hal-01275277v1

Querying Repositories of OER Descriptions: The Challenge of Educational Metadata Schemas Diversity

Hiba Hajri , Yolaine Bourda , Fabrice Popineau

Design for Teaching and Learning in a Networked World - 10th European Conference on Technology Enhanced Learning, {EC-TEL} 2015, Sep 2015, Toledo, Spain. pp.582-586, ⟨10.1007/978-3-319-24258-3_64⟩

Communication dans un congrès hal-01275267v1

How Hidden Aspects Can Improve Recommendation?

Youssef Meguebli , Mounia Kacimi , Bich-Liên Doan , Fabrice Popineau

6th International Conference, SocInfo 2014, Nov 2014, Barcelone, Spain. pp.269-278, ⟨10.1007/978-3-319-13734-6_19⟩

Communication dans un congrès hal-01105283v1

Personalization and Personification: A Constructive Approach Based on Parametric Agents

Fabrice Popineau , Georges Dubus , Yolaine Bourda

14th International Conference, IVA 2014, Aug 2014, Boston, United States. pp.339-344, ⟨10.1007/978-3-319-09767-1_44⟩

Communication dans un congrès hal-01107870v1

Exploiting Social Debates for Opinion Ranking

Youssef Meguebli , Mounia Kacimi , Bich-Liên Doan , Fabrice Popineau

KDIR 2014, Oct 2014, Rome, Italy

Communication dans un congrès hal-01105308v1

Stories Around You A Two-Stage Personalized News Recommendation

Youssef Meguebli , Mounia Kacimi , Bich-Liên Doan , Fabrice Popineau

KDIR 2014, Oct 2014, Rome, Italy. ⟨10.5220/0005159804730479⟩

Communication dans un congrès hal-01105313v1

Unsupervised Approach for Identifying Users’ Political Orientations

Youssef Meguebli , Mounia Kacimi , Bich-Liên Doan , Fabrice Popineau

36th European Conference on IR Research, ECIR 2014, Apr 2014, Amsterdam, Netherlands. pp.507-512, ⟨10.1007/978-3-319-06028-6_49⟩

Communication dans un congrès hal-01105291v1

Building rich user profiles for personalized news recommendation

Youssef Meguebli , Mounia Kacimi , Bich-Liên Doan , Fabrice Popineau

NRA 2014, Jul 2014, Aalborg, Denmark

Communication dans un congrès hal-01105298v1

Parametric reasoning agents extend the control over standard behaviors

Georges Dubus , Fabrice Popineau , Yolaine Bourda , Jean-Paul Sansonnet

WI-IAT 2013, Nov 2013, Atlanta, United States. pp.163-170, ⟨10.1109/WI-IAT.2013.105⟩

Communication dans un congrès hal-00921199v1

A Novel Architecture for a Smart Information Retrieval System Based on Opinions Engineering

Youssef Meguebli , Bich-Liên Doan , Fabrice Popineau , Yolaine Bourda

ACM HCIR '12, Oct 2012, Cambridge, United States. 4 p

Communication dans un congrès hal-00765342v1

Situation calculus and personalized web systems

Georges Dubus , Fabrice Popineau , Yolaine Bourda

2011 11th International Conference on Intelligent Systems Design and Applications, Nov 2011, Cordoba, Spain. pp.569-574, ⟨10.1109/ISDA.2011.6121716⟩

Communication dans un congrès hal-00651761v1

A formal approach to personalization

Georges Dubus , Fabrice Popineau , Yolaine Bourda

2011 IEEE 23rd International Conference on Tools with Artificial Intelligence, Nov 2011, Boca Raton (Floride), United States. pp.233-238, ⟨10.1109/ICTAI.2011.43⟩

Communication dans un congrès hal-00646744v1

MESAM: A Protégé Plug-in for the Specialization of Models

Nadjet Zemirline , Yolaine Bourda , Chantal Reynaud , Fabrice Popineau

11th International Protégé Conference, Jun 2009, Amsterdam, Netherlands. 3 p

Communication dans un congrès hal-00431319v1

A Pattern and Rule-Based Approach for Reusing Adaptive Hypermedia Creator's Models

Nadjet Zemirline , Chantal Reynaud , Yolaine Bourda , Fabrice Popineau

16th International Conference on Knowledge Engineering and Knowledge Management Knowledge Patterns. (EKAW 2008)., Sep 2008, Acitrezza, Catania, Italy. pp.17-31

Communication dans un congrès hal-00334994v1

Assisting in Reuse of Adaptive Hypermedia Creator's Models

Nadjet Zemirline , Yolaine Bourda , Chantal Reynaud , Fabrice Popineau

5th, International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2008), Aug 2008, Hannover, Germany. pp.357-360, ⟨10.1007/978-3-540-70987-9_53⟩

Communication dans un congrès istex hal-00322325v1

GLAM: A Generic Layered Adaptation Model for Adaptive Hypermedia Systems

Cédric Jacquiot , Yolaine Bourda , Fabrice Popineau , Alexandre Delteil , Chantal Reynaud

4th International Conference (AH 2006), Jun 2006, Dublin, Ireland. pp.131-140, ⟨10.1007/11768012_15⟩

Communication dans un congrès istex hal-00208018v1

Reusability in GEAHS

Yolaine Bourda , Cédric Jacquiot , Fabrice Popineau

International Workshop on Adaptive Hypermedia and Collaborative Web-based Systems (AHCW 2004) In conjunction with International Conference on Web Engineering (ICWE 2004), 2004, Munich, Germany. pp.26-27

Communication dans un congrès hal-00263858v1

GEAHS: A Generic Educational Adaptive Hypermedia System Based on Situation Calculus

Cédric Jacquiot , Yolaine Bourda , Fabrice Popineau

Adaptive Hypermedia Conference. (AH 2004), Aug 2004, Eindhoven, Netherlands. pp.413-416

Communication dans un congrès hal-00263749v1

A Generic Educational Adaptive Hypermedia System

Cédric Jacquiot , Yolaine Bourda , Fabrice Popineau

World Conference on Educational Multimedia, Hypermedia & Telecommunication, Jun 2004, Lugano, Switzerland. pp.571-578

Communication dans un congrès hal-00263729v1

Predicting Performance over Dichotomous Questions: Comparing Models for Large-Scale Adaptive Testing

Jill-Jênn Vie , Fabrice Popineau , Jean-Bastien Grill , Eric Bruillard , Yolaine Bourda

8th International Conference on Educational Data Mining (EDM 2015), Jun 2015, Madrid, Spain

Poster de conférence hal-01275280v1

SEWAGO : A Generic Adaptive Educational Hypermedia System

Fabrice Popineau , Yolaine Bourda , Cédric Jacquiot

HT'03 The Fourteenth ACM Conference on Hypertext and Hypermedia, Aug 2003, Nottingham, United Kingdom

Poster de conférence hal-01488201v1

Intelligence artificielle : une approche moderne (4ᵉ édition)

Stuart Russell , Peter Norvig , Fabrice Popineau , Laurent Miclet , Claire Cadet

Pearson France, 2021, 978-2-3260-0221-0

Ouvrages (ouvrage de synthèse) hal-04245057v1

Intelligence Artificielle

Stuart Russell , Peter Norvig , Fabrice Popineau

Pearson Education, 2010, 978-2744074554

Ouvrages hal-01488134v1

Automatically Selecting Complementary Vector Representations for Semantic Textual Similarity

Julien Hay , Tim van de Cruys , Philippe Muller , Bich-Liên Doan , Fabrice Popineau et al.

Bruno Pinaud; Fabrice Guillet; Fabien Gandon; Christine Largeron. Advances in Knowledge Discovery and Management, 834, Springer International Publishing, pp.45-60, 2019, Studies in Computational Intelligence book series (SCI), 978-3-030-18128-4. ⟨10.1007/978-3-030-18129-1_3⟩

Chapitre d'ouvrage hal-04245019v1

A Review of Recent Advances in Adaptive Assessment

Jill-Jênn Vie , Fabrice Popineau , Éric Bruillard , Yolaine Bourda

Learning Analytics: Fundaments, Applications, and Trends, 94, Springer International Publishing, pp.113-142, 2017, Studies in Systems, Decision and Control 978-3-319-52976-9

Chapitre d'ouvrage hal-01488284v1

Tuteurs intelligents : boucler la boucle

Yolaine Bourda , Claude Chaudet , Benoît Choffin , Jeanne Parmentier , Fabrice Popineau et al.

2018

Autre publication scientifique hal-02197685v1

Repenser l'évaluation à l'heure de l'ia générative : changer son objet plutôt que son format

Fabrice Popineau

2026

Pré-publication, Document de travail hal-05630830v1

Approche Logique de la Personnalisation dans les Environnements Informatiques pour l'Apprentissage Humain

Fabrice Popineau

Environnements Informatiques pour l'Apprentissage Humain. Université Paris-Saclay, 2023. Français. ⟨NNT : 2023UPASG001⟩

Thèse tel-04047319v1

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