Antoine Cornuéjols

Dominique Gay

CoRR, 2020

Importance Reweighting for Biquality Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms.

[BibT_eX]

[DOI]

CoRR, 2020

Solving Analogies on Words based on Minimal Complexity Transformation.

[BibT_eX]

[DOI]

Marie Al-Ghossein

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Transfer Learning by Learning Projections from Target to Source.

[BibT_eX]

[DOI]

Raphaël Olivier

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Designing Algorithms for Machine Learning and Data Mining.

[BibT_eX]

[DOI]

Christel Vrain

Proceedings of the A Guided Tour of Artificial Intelligence Research: Volume II: AI Algorithms, 2020

Statistical Computational Learning.

[BibT_eX]

[DOI]

Frédéric Koriche

Richard Nock

Proceedings of the A Guided Tour of Artificial Intelligence Research: Volume I: Knowledge Representation, 2020

2019

From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group).

[BibT_eX]

[DOI]

CoRR, 2019

2018

Collaborative clustering: Why, when, what and how.

[BibT_eX]

[DOI]

Inf. Fusion, 2018

Adaptive collaborative topic modeling for online recommendation.

[BibT_eX]

[DOI]

Marie Al-Ghossein

Talel Abdessalem

Anthony Barré

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Exploring Eating Behaviours Modelling for User Clustering.

[BibT_eX]

[DOI]

Sema Akkoyunlu

Cristina E. Manfredotti

Nicolas Darcel

Fabien Delaere

Proceedings of the 3rd International Workshop on Health Recommender Systems, 2018

Adaptive Window Strategy for Topic Modeling in Document Streams.

[BibT_eX]

[DOI]

Marie Al-Ghossein

Talel Abdessalem

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

An Information Theory based Approach to Multisource Clustering.

[BibT_eX]

[DOI]

Basarab Matei

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Opening the Parallelogram: Considerations on Non-Euclidean Analogies.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2018

Qu'est-ce qu'un bon système d'apprentissage ? La réponse a évolué avec le temps. Et demain?

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2018

2017

Entropy based probabilistic collaborative clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Tunnel Effects in Cognition: A new Mechanism for Scientific Discovery and Education.

[BibT_eX]

[DOI]

Andrée Tiberghien

Gérard Collet

CoRR, 2017

Investigating Substitutability of Food Items in Consumption Data.

[BibT_eX]

[DOI]

Sema Akkoyunlu

Cristina E. Manfredotti

Nicolas Darcel

Fabien Delaere

Proceedings of the 2nd International Workshop on Health Recommender Systems co-located with the 11th International Conference on Recommender Systems (RecSys 2017), 2017

Incremental learning with the minimum description length principle.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Data Collection and Analysis of Usages from Connected Objects: Some Lessons.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

A Complexity Based Approach for Solving Hofstadter's Analogies.

[BibT_eX]

[DOI]

Proceedings of ICCBR 2017 Workshops (CAW, 2017

Un critère d'évaluation pour les K-moyennes prédictives.

[BibT_eX]

[DOI]

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016

Minimum Description Length Principle applied to structure adaptation for classification under concept drift.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Denoising 3D Microscopy Images of Cell Nuclei using Shape Priors on an Anisotropic Grid.

[BibT_eX]

[DOI]

Mathieu Bouyrie

Cristina E. Manfredotti

Nadine Peyriéras

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images.

[BibT_eX]

[DOI]

Younès Bennani

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Apprentissage du signal prix de l'électricité. Arbres de régression, séries temporelles et prédictions à long terme.

[BibT_eX]

[DOI]

Louis-Victor Pasquier

Suzanne Pinson

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Une méthode supervisée pour initialiser les centres des K-moyennes.

[BibT_eX]

[DOI]

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2015

From horizontal to vertical collaborative clustering using generative topographic maps.

[BibT_eX]

[DOI]

Int. J. Hybrid Intell. Syst., 2015

Vertical collaborative clustering using generative topographic maps.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Early Classification of Time Series as a Non Myopic Sequential Decision Making Problem.

[BibT_eX]

[DOI]

Asma Dachraoui

Alexis Bondu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Symbolic Representation of Time Series: A Hierarchical Coclustering Formalization.

[BibT_eX]

[DOI]

Alexis Bondu

Marc Boullé

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Semantic rich ICM algorithm for VHR satellite images segmentation.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Collaborative clustering with heterogeneous algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

An initialization scheme for supervized K-means.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution.

[BibT_eX]

[DOI]

Younès Bennani

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

A New Energy Model for the Hidden Markov Random Fields.

[BibT_eX]

[DOI]

Younès Bennani

Proceedings of the Neural Information Processing - 21st International Conference, 2014

A Supervised Methodology to Measure the Variables Contribution to a Clustering.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Evaluation Protocol of Early Classifiers over Multiple Data Sets.

[BibT_eX]

[DOI]

Asma Dachraoui

Alexis Bondu

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Supervised Pre-processings Are Useful for Supervised Clustering.

[BibT_eX]

[DOI]

Proceedings of the Analysis of Large and Complex Data, 2014

2013

A New On-Line Learning Method for Coping with Recurring Concepts: The ADACC System.

[BibT_eX]

[DOI]

Ghazal Jaber

Philippe Tarroux

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Online Learning: Searching for the Best Forgetting Strategy under Concept Drift.

[BibT_eX]

[DOI]

Ghazal Jaber

Philippe Tarroux

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012

Détection non supervisée d'une sous-population par méthode d'ensemble et changement de représentation itératif.

[BibT_eX]

[DOI]

Christine Martin

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

Predicting Concept Changes Using a Committee of Experts.

[BibT_eX]

[DOI]

Ghazal Jaber

Philippe Tarroux

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Unsupervised Object Ranking Using Not Even Weak Experts.

[BibT_eX]

[DOI]

Christine Martin

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

Resource Aware Distributed Knowledge Discovery.

[BibT_eX]

[DOI]

João Gama

Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010

On-Line Learning: Where Are We So Far?

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010

2008

A note on phase transitions and computational pitfalls of learning from sequences.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2008

Identifying Interface Elements Implied in Protein-Protein Interactions Using Statistical Tests and Frequent Item Sets.

[BibT_eX]

[DOI]

Christine Martin

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

Research Challenges in Ubiquitous Knowledge Discovery.

[BibT_eX]

[DOI]

Rasmus Ulslev Pedersen

Proceedings of the Next Generation of Data Mining., 2008

2007

A Phase Transition-Based Perspective on Multiple Instance Kernels.

[BibT_eX]

[DOI]

Romaric Gaudel

Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

2005

Phase Transitions within Grammatical Inference.

[BibT_eX]

[DOI]

Nicolas Pernot

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Phase transitions in grammatical inference.

[BibT_eX]

Nicolas Pernot