Fabrice Popineau

Orcid: 0000-0002-2941-9046

According to our database1, Fabrice Popineau authored at least 41 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data.
CoRR, 2024

Making Parametric Anomaly Detection on Tabular Data Non-Parametric Again.
CoRR, 2024

Beyond Individual Input for Deep Anomaly Detection on Tabular Data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Retrieval Augmented Deep Anomaly Detection for Tabular Data.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Approche Logique de la Personnalisation dans les Environnements Informatiques pour l'Apprentissage Humain. (Logic Approach of Personalization in Technology Enhanced Learning).
PhD thesis, 2023

Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments.
CoRR, 2023

Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

2022
TracInAD: Measuring Influence for Anomaly Detection.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Extending Adaptive Spacing Heuristics to MultiSkill Items.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

2020
Modelling Student Learning and Forgetting for Optimally Scheduling Skill Review.
ERCIM News, 2020

Filtering a Reference Corpus to Generalize Stylometric Representations.
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

Representation learning of writing style.
Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2019
DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

2018
Automated Test Assembly for Handling Learner Cold-Start in Large-Scale Assessments.
Int. J. Artif. Intell. Educ., 2018

Preface.
Proceedings of the 14th International Conference on Intelligent Tutoring Systems 2018 Workshops, 2018

Automatically Selecting Complementary Vector Representations for Semantic Textual Similarity.
Proceedings of the Advances in Knowledge Discovery and Management, 2018

Complémentarités de représentations vectorielles pour la similarité sémantique.
Proceedings of the Extraction et Gestion des Connaissances, 2018

Personalized Recommendation of Open Educational Resources in MOOCs.
Proceedings of the Computer Supported Education - 10th International Conference, 2018

A System to Recommend Open Educational Resources during an Online Course.
Proceedings of the 10th International Conference on Computer Supported Education, 2018

2017
Towards better news article recommendation - With the help of user comments.
World Wide Web, 2017

A Heuristic Method for Large-Scale Cognitive-Diagnostic Computerized Adaptive Testing.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

MORS: A System for Recommending OERs in a MOOC.
Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

2016
Adaptive Testing Using a General Diagnostic Model.
Proceedings of the Adaptive and Adaptable Learning, 2016

Personalizing Information Retrieval Using an Extension of a Dung Argumentation.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015
Predicting Performance on Dichotomous Questions: Comparing Models for Large-Scale Adaptive Testing.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

Querying Repositories of OER Descriptions: The Challenge of Educational Metadata Schemas Diversity.
Proceedings of the Design for Teaching and Learning in a Networked World, 2015

2014
Building Rich User Profiles for Personalized News Recommendation.
Proceedings of the Posters, 2014

How Hidden Aspects Can Improve Recommendation?
Proceedings of the Social Informatics, 2014

Personalization and Personification: A Constructive Approach Based on Parametric Agents.
Proceedings of the Intelligent Virtual Agents - 14th International Conference, 2014

Stories Around You - A Two-Stage Personalized News Recommendation.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Exploiting Social Debates for Opinion Ranking.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Unsupervised Approach for Identifying Users' Political Orientations.
Proceedings of the Advances in Information Retrieval, 2014

2013
Parametric Reasoning Agents Extend the Control over Standard Behaviors.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2013

2011
Situation calculus and personalized web systems.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Formal Approach to Personalization.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2008
A Pattern and Rule-Based Approach for Reusing Adaptive Hypermedia Creator's Models.
Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

Assisting in Reuse of Adaptive Hypermedia Creator's Models.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

2006
GLAM: A Generic Layered Adaptation Model for Adaptive Hypermedia Systems.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006

2004
Reusability in GEAHS.
Proceedings of the Engineering Advanced Web Applications: Proceedings of Workshops in connection with the 4th International Conference on Web Engineering (ICWE 2004), 2004

GEAHS: A Generic Educational Adaptive Hypermedia System Based on Situation Calculus.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004

2003
Generating Adaptive Hypermedia with Golog and Conceptual Graphs.
Proceedings of the 2003 IEEE International Conference on Advanced Learning Technologies, 2003


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