Antoine Cornuéjols

154
Documents

Publications

Publications

Bottom-up assembly of beneficial multi-species biofilms targeting undesirable bacteria using 3D fluorescence imaging

Virgile Guéneau , Laurent Guillier , Cécile Berdous , Raphael Rubrice , Antoine Carlioz et al.

XXX Congreso Sociedad Espanola de Microbiologia, SEM, Jun 2025, Jaen, Spain

Communication dans un congrès hal-05036755v1
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Augmentation par Rééchantillonnage pour l'Apprentissage Contrastif de Séries Temporelles : Application à la Télédétection

Antoine Saget , Baptiste Lafabregue , Antoine Cornuéjols , Pierre Gançarski

ORASIS 2025, ISEN Yncréa Ouest, Jun 2025, Le Croisic, France

Communication dans un congrès hal-05131230v1

Live fluorescence confocal imaging to study microbial interaction in multi-species biofilms

Virgile Guéneau , Laurent Guillier , Raphael Rubrice , Cécile Berdous , Sabit Ahmed et al.

Journée annuelle France BioImaging IDF Sud, France BioImaging, Jun 2025, Jouy-en-Josas, France

Communication dans un congrès hal-05110654v1
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Resampling Augmentation for Time Series Contrastive Learning: Application to Remote Sensing

Antoine Saget , Baptiste Lafabregue , Pierre Gançarski , Antoine Cornuéjols

Proceedings of TerraBytes: Towards global datasets and models for Earth Observation Workshop at the 42nd International Conference on Machine Learning, Jul 2025, Vancouver, BC, Canada, Canada

Communication dans un congrès hal-05427349v1

Estimating the Learning Capacity of Bacterial Metabolic Networks

Bastien Mollet , Paul Ahavi , Antoine Cornuéjols , Jean-Loup Faulon , Evelyne Lutton et al.

Advances in Intelligent Data Analysis XXIII. IDA 2025, May 2025, Konstanz, Germany, Germany. pp.28-40, ⟨10.1007/978-3-031-91398-3_3⟩

Communication dans un congrès hal-05427376v1
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Learning from few labeled time series with segment-based self-supervised learning: application to remote-sensing

Antoine Saget , Baptiste Lafabregue , Antoine Cornuéjols , Pierre Gançarski

Rencontres de la Société Francophone de Classification, Pascal Préa, Sep 2024, Marseille (CIRM, Centre International de Rencontres Mathématiques), France

Communication dans un congrès hal-05431029v1
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Coaching Agent: Making Recommendations for Behavior Change. A Case Study on Improving Eating Habits

Jules Vandeputte , Antoine Cornuéjols , Nicolas Darcel , Fabien Delaere , Christine Martin

AAMAS ' 22: International Conference on Autonomous Agents and Multi-Agent Systems, ACM - Association for Computing Machinery, May 2022, Virtual Event New Zealand, New Zealand. pp.1292-1300

Communication dans un congrès hal-04156529v1
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Coaching Agent: Making Recommendations for Behavior Change. A Case Study on Improving Eating Habits

Jules Vandeputte , Antoine Cornuéjols , Nicolas N. Darcel , Fabien Delaere , Christine Martin

21st International Conference on Autonomous Agents and Multiagent Systems, International Foundation for Autonomous Agents and Multiagent Systems, May 2022, Online, France. pp.1292-1300

Communication dans un congrès hal-04015804v1
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When to Classify Events in Open Times Series?

Youssef Achenchabe , Alexis Bondu , Antoine Cornuéjols , Vincent Lemaire

Asian Conference on Machine Learning (ACML), Dec 2022, Hyderabad, India

Communication dans un congrès hal-03799258v1
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Early and Revocable Time Series Classification

Youssef Achenchabe , Alexis Bondu , Antoine Cornuéjols , Vincent Lemaire

International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, Italy. ⟨10.1109/IJCNN55064.2022.9892391⟩

Communication dans un congrès hal-03798026v1
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Repondération Préférentielle pour l'Apprentissage Biqualité

Pierre Nodet , Vincent Lemaire , Alexis Bondu , Antoine Cornuéjols

Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC-2022), Jan 2022, Blois, France. pp.339-346

Communication dans un congrès hal-04210233v1
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Le coaching : un nouveau cadre pour la recommandation automatique en vue de modifications durables du comportement

Jules Vandeputte , Antoine Cornuéjols , Nicolas N. Darcel , F Delaere , Christine Martin

CNIA 2021 : Conférence Nationale en Intelligence Artificielle, 2021, Bordeaux, France. pp.44-51

Communication dans un congrès hal-03321188v1
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From Weakly Supervised Learning to Biquality Learning: an Introduction

Pierre Nodet , Vincent Lemaire , Alexis Bondu , Adam Ouorou , Antoine Cornuejols

2021 International Joint Conference on Neural Networks (IJCNN), Jul 2021, Shenzhen, China. pp.1-10, ⟨10.1109/IJCNN52387.2021.9533353⟩

Communication dans un congrès hal-03650249v1
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Early Classification of Time Series: Cost-based multiclass Algorithms

Paul-Emile Zafar , Youssef Achenchabe , Alexis Bondu , Antoine Cornuéjols , Vincent Lemaire

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. pp.1-10, ⟨10.1109/DSAA53316.2021.9564134⟩

Communication dans un congrès hal-03650228v1
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Using Agents and Unsupervised Learning for Counting Objects in Images with Spatial Organization

Eliott Jacopin , Naomie Berda , Léa Courteille , William Grison , Lucas Mathieu et al.

13th International Conference on Agents and Artificial Intelligence, Feb 2021, Online Streaming, Austria. pp.688-697, ⟨10.5220/0010228706880697⟩

Communication dans un congrès hal-03650255v1

Contrastive Representations for Label Noise Require Fine-Tuning

Pierre Nodet , Vincent Lemaire , Alexis Bondu , Antoine Cornuéjols

Workshop IAL-2021 (Interactive Adaptive Learning Workshop) in ECML-PKDD-2021, Sep 2021, Bilbao, Spain, Spain

Communication dans un congrès hal-05431050v1
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Importance Reweighting for Biquality Learning

Pierre Nodet , Vincent Lemaire , Alexis Bondu , Antoine Cornuejols , Adam Ouorou

2021 International Joint Conference on Neural Networks (IJCNN), Jul 2021, Shenzhen, China. pp.1-8, ⟨10.1109/IJCNN52387.2021.9533349⟩

Communication dans un congrès hal-03650243v1
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Transfer Learning by Learning Projections from Target to Source

Antoine Cornuéjols , Pierre-Alexandre Murena , Raphaël Olivier

International Symposium on Intelligent Data Analysis, Apr 2020, Constance, Germany. pp.119 - 131, ⟨10.1007/978-3-030-44584-3_10⟩

Communication dans un congrès hal-03650261v1

Solving analogies on words based on minimal complexity transformation

Pierre Alexandre Murena , Marie Al-Ghossein , Jean-Louis Dessalles , Antoine Cornuéjols

International Joint Conference on Artificial Intelligence (IJCAI-2020), Jan 2021, Kyoto, Japan. pp.1848-1854

Communication dans un congrès hal-02867163v1
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Predictive K-means with local models

Vincent Lemaire , Oumaima Alaoui Ismaili , Antoine Cornuéjols , Dominique Gay

International Joint Conference on Neural Networks (IJCNN) 2020, Jul 2020, Glasgow, United Kingdom

Communication dans un congrès hal-03820017v1
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Exploring eating behaviours modelling for user clustering

Sema Akkoyunlu , Cristina Manfredotti , Antoine Cornuéjols , Nicolas Darcel , Fabien Delaere

HealthRecSys@RecSys 2018 colocated with ACM Recsys’18 (ACM Conference Series on Recommender Systems), Oct 2018, Vancouver, Canada. pp.46-51

Communication dans un congrès hal-02480562v1

Online Learning with Reoccurring Drifts: The Perspective of Case-Based Reasoning

Marie Al-Ghossein , Pierre-Alexandre Murena , Antoine Cornuéjols , Talel Abdessalem

Third Workshop on Synergies between CBR and Data Mining, ICCBR-2018, 2018, Stockholm, Sweden

Communication dans un congrès hal-02412371v1

An Information Theory based Approach to Multisource Clustering

Pierre-Alexandre Murena , Jérémie Sublime , Basarab Matei , Antoine Cornuéjols

Twenty-Seventh International Joint Conference on Artificial Intelligence {IJCAI-18}, Jul 2018, Stockholm, Sweden. ⟨10.24963/ijcai.2018/358⟩

Communication dans un congrès hal-01913946v1

Adaptive Window Strategy for Topic Modeling in Document Streams

Pierre-Alexandre Murena , Marie Al-Ghossein , Talel Abdessalem , Antoine Cornuéjols

International Joint Conference on Neural Networks, 2018, Rio de Janeiro, Brazil

Communication dans un congrès hal-02412370v1
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Adaptive collaborative topic modeling for online recommendation

Marie Al-Ghossein , Pierre-Alexandre Murena , Talel Abdessalem , Anthony Barré , Antoine Cornuéjols

12th ACM Conference on Recommender Systems (RecSys 2018), Oct 2018, Vancouver, Canada. 9 p., ⟨10.1145/3240323.3240363⟩

Communication dans un congrès hal-02736902v1
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Triclustering based outlier-shape score for time series in a fraud detection platform

Pierre Lejeail , Vincent Lemaire , Antoine Cornuéjols , Adam Ouorou

AALTD'18, 3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland

Communication dans un congrès hal-02480566v1

Opening the parallelogram: Considerations on non-Euclidean analogies

Pierre-Alexandre Murena , Antoine Cornuéjols , Jean-Louis Dessalles

International Conference on Case-Based Reasoning (ICCBR 2018), Jul 2018, Stockholm, Sweden

Communication dans un congrès hal-02287927v1
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Incremental learning with the minimum description length principle

Pierre Alexandre Murena , Antoine Cornuéjols , Jean-Louis Dessalles

2017 International Joint Conference on Neural Networks (IJCNN-2017), May 2017, Anchorage, United States

Communication dans un congrès hal-01556278v1
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Collaborative clustering based on Algorithmic Information Theory

Pierre-Alexandre Murena , Jérémie Sublime , Basarab Matei , Antoine Cornuéjols

CAp ( Conférence sur l'Apprentissage Automatique ) 2017, Jun 2017, Grenoble, France

Communication dans un congrès hal-04080050v1
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Data Collection and Analysis of Usages from Connected Objects: Some Lessons

Meftah Sara , Antoine Cornuéjols , Juliette Dibie-Barthelemy , Mariette Sicard

International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE, Jun 2017, Arras, France. pp.251-258, ⟨10.1007/978-3-319-60045-1_27⟩

Communication dans un congrès hal-01555856v1

A complexity based approach for solving Hofstadter's analogies

Pierre-Alexandre Murena , Jean-Louis Dessalles , Antoine Cornuéjols

International Conference on Case-Based Reasoning (ICCBR 2017), Jul 2017, Trondheim, Northern Mariana Islands. pp.53-62

Communication dans un congrès hal-02287592v1

A complexity based approach for solving Hofstadter’s analogies

Pierre Alexandre Murena , Jean-Louis Dessalles , Antoine Cornuéjols

CAW@ICCBR-2017 Computational Analogy Workshop, at International Conference on Case Based Reasoning, Jun 2017, Trondheim, Norway

Communication dans un congrès hal-01556275v1
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Clustering collaboratif : Principes et mise en oeuvre

Pierre Gançarski , Antoine Cornuéjols , Cédric Wemmert , Younès Bennani

BDA (Gestion de Données - Principes, Technologies et Applications), Nov 2017, Nancy, France

Communication dans un congrès hal-04338863v1
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Investigating substitutability of food items in consumption data

Sema Akkoyunlu , Cristina Manfredotti , Antoine Cornuéjols , Nicolas Darcel , Fabien Delaere

Second International Workshop on Health Recommender Systems co-located with ACM RecSys, Aug 2017, Como, Italy

Communication dans un congrès hal-02482142v1
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Un critère d'évaluation pour les K-moyennes prédictives

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

EGC-2017 Conférence Extraction et Gestion des Connaissances, Jan 2017, Grenoble, France

Communication dans un congrès hal-01556281v1

Minimum description length principle applied to structure adaptation for classification under concept drift

Pierre Alexandre Murena , Antoine Cornuéjols

2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), Jul 2016, Vancouver, Canada. ⟨10.1109/IJCNN.2016.7727558⟩

Communication dans un congrès hal-01557212v1

A novel algorithm for online classification of time series when delaying decision is costly

Nabli Asma , Antoine Cornuéjols , Alexis Bondu

CAP'2016 Conférence francophone sur l'Apprentissage Automatique, Jul 2016, Marseille, France

Communication dans un congrès hal-01557210v1

Evaluation of predictive clustering quality

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

Workshop on Model-Based Clustering and Classification, 2016, Catania, Italy

Communication dans un congrès hal-01559703v1
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Une méthode supervisée pour initialiser les centres des K-moyennes

Oumaima Alaoui Ismaili , Antoine Cornuéjols , Vincent Lemaire

16. Conférence Internationale Francophone sur l' Extraction et Gestion des Connaissances (EGC 2016), Jan 2016, Reims, France

Communication dans un congrès hal-01559717v1
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Collaborative learning using topographic maps

Jérémie Sublime , Nistor Grozavu , Guénaêl Cabanes , Younes Bennani , Antoine Cornuéjols

AAFD and SFC'16 Conférence Internationale Francophone "Science des données. Défis Mathématiques et algorithmiques", May 2016, Marrakech, Morocco

Communication dans un congrès hal-01557220v1

Vertical collaborative clustering using generative topographic maps

Jérémie Sublime , Nistor Grozavu , Younes Bennani , Antoine Cornuéjols

7th International Conference of Soft Computing and Pattern Recognition (SoCPaR), Nov 2015, Fukuoka, Japan. pp.199-204, ⟨10.1109/SOCPAR.2015.7492807⟩

Communication dans un congrès hal-01589449v1

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

Jérémie Sublime , Antoine Cornuéjols , Younès Bennani

International Conference on Neural Information (ICONIP) Processing, Oct 2016, Tokyo, Japan. pp.148-155, ⟨10.1007/978-3-319-46675-0_17⟩

Communication dans un congrès hal-01560656v1
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Denoising 3D microscopy images of cell nuclei using shape priors on an anisotropic grid

Mathieu Bouyrie , Cristina Manfredotti , Nadine Peyriéras , Antoine Cornuéjols

ICPRAM 2016 International Conference on Pattern Recognition Applications and Method, Feb 2016, Rome, Italy

Communication dans un congrès hal-01558022v1

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

Louis Victor Pasquier , Antoine Cornuéjols , Suzanne Pinson

16e Conférence Francophone Extraction et Gestion des Connaissances (EGC 2016), Jan 2016, Reims, France. pp.543-544

Communication dans un congrès hal-01552140v1
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An initialization scheme for supervized K-means

Vincent Lemaire , Oumaima Alaoui Ismaili , Antoine Cornuéjols

IJCNN 2015 International Joint Conference on Neural Networks, Jul 2015, Killarney, Ireland. ⟨10.1109/IJCNN.2015.7280555⟩

Communication dans un congrès hal-01558021v1

Semantic rich ICM algorithm for VHR satellite images segmentation

Jérémie Sublime , Andrès Troya-Galvis , Younès Bennani , Antoine Cornuéjols , Pierre Gancarski

14th IAPR International Conference on Machine Vision Applications (MVA), May 2015, Tokyo, Japan. pp.15292961, ⟨10.1109/MVA.2015.7153129⟩

Communication dans un congrès hal-01585544v1

Initialisation des k-moyennes à l’aide d’une décomposition supervisée des classes

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

SFC-2015 Congrès de la Société Française de Classification, Sep 2015, Nantes, France

Communication dans un congrès hal-01557218v1
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Classification à base de clustering ou décrire et prédire simultanément

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

Treizièmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2015), Jun 2015, Rennes, France. 6 p

Communication dans un congrès hal-01178907v1
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Symbolic representation of time series : a hierarchical coclustering formalization

Alexis Bondu , Marc Boullé , Antoine Cornuéjols

Workshop "Advanced Analytics and Learning on Temporal Data ", ECML-PKDD-2015, Sep 2015, porto, Portugal

Communication dans un congrès hal-01559719v1
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Early classification of time series as a non myopic sequential decision making problem

Asma Asma , Alexis Bondu , Antoine Cornuéjols

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Sep 2015, Porto, Portugal. ⟨10.1007/978-3-319-23528-8_27⟩

Communication dans un congrès hal-01535296v1

Collaborative Clustering with Heterogeneous Algorithms

Jérémie Sublime , Nistor Grozavu , Younès Bennani , Antoine Cornuéjols

International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. 8 p

Communication dans un congrès hal-02742382v1

Collaborative Clustering with Heterogeneous Algorithms

Jérémie Sublime , Nistor Grozavu , Younès Bennani , Antoine Cornuéjols

IJCNN 2015, Jul 2015, Killarney, Ireland. pp.8

Communication dans un congrès hal-01560647v1

Mesure de qualité de la classification à base des K-moyennes

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

Journée Clustering, Oct 2015, Issy-les-Moulineaux, France

Communication dans un congrès hal-01559721v1

Clustering collaboratif incrémental

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols

Conférence Francophone d'Apprentissage ( CAP2014 ), Jul 2014, Saint Etienne, France

Communication dans un congrès hal-01565539v1

Un nouveau modèle d’énergie pour les champs aléatoires de Markov cachés

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols

21. Rencontres de la Société Francophone de Classification SFC'14, 2014, Rabat, Maroc

Communication dans un congrès hal-01565550v1

A new energy model for the Hidden Markov Random Fields

Antoine Cornuéjols , Jérémie Sublime , Younes Bennani

21. International Conference on Neural Information Processing (ICONIP 2014), Nov 2014, kuching, Malaysia

Communication dans un congrès hal-01565549v1

A supervised methodology to measure the variables contribution to a clustering

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

21. International Conference on Neural Information Processing (ICONIP 2014), Nov 2014, kuching, Malaysia

Communication dans un congrès hal-01565541v1

Unsupervised one class identification by selecting and combining ranking functions

Antoine Cornuéjols , Christine Martin

CAP' 2014 Conférence francophone sur l'Apprentissage Automatique, Oct 2014, Saint-Etienne, France

Communication dans un congrès hal-01559718v1

Recherche de documents par apprentissage artificial pour une méta-analyse sur les emissions d’un gaz à effet de serre

Antoine Cornuéjols , Antonin Duroy , Chantal Loyce , David Makowski , Christine Martin et al.

19. Congrès national sur la Reconnaissance de Formes et Intelligence Artificielle (RFIA' 14), Jun 2014, Rouen, France

Communication dans un congrès hal-01565548v1

Evaluation protocol of early classifiers over multiple data sets

Nabli Asma , Alexis Bondu , Antoine Cornuéjols

21. International Conference on Neural Information Processing (ICONIP 2014), Nov 2014, Kuching, Malaysia

Communication dans un congrès hal-01565542v1

An Ensemble Method for Unsupervised One Class Identification

Antoine Cornuéjols , C Martin

SFC-2014 (21ème rencontres de la Société Francophone de Classification), Sep 2014, Rabat, Morocco

Communication dans un congrès hal-01560431v1

Supervised pretreatments are useful for supervised clustering

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

European Conference on Data Analysis ( ECDA 2014 ), Jul 2014, Bremen, Germany

Communication dans un congrès hal-01565540v1

An ontology of scientific uncertainty : methodological lessons from analyzing expressions of uncertainty in food risk assessment

Sandrine Blanchemanche , Akos Rona-Tas , Antoine Cornuéjols , Antonin Duroy , Christine Martin

2013: ISA/ESA Mid Term Conference, Jan 2013, Amsterdam, Netherlands

Communication dans un congrès hal-01565535v1

Anticipative and dynamic adaptation to concept changes

Ghazal Jaber , Antoine Cornuéjols , Philippe Tarroux

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013), Sep 2013, Prague, France

Communication dans un congrès hal-01565546v1

Anticipative and Dynamic Adaptation to Concept Changes

Antoine Cornuéjols , Ghazal Jaber , Philippe Tarroux

CAp2013 : Conférence sur l'APprentissage automatique, Jul 2013, Villeneuve d'Ascq, France

Communication dans un congrès hal-01589495v1

Early classification of individual electricity consumptions

Asma Dachraoui , Alexis Bondu , Antoine Cornuéjols

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013), Sep 2013, Prague, France

Communication dans un congrès hal-01565545v1

A new on-line learning method for coping with recurring concepts: the ADACC system

Ghazal Jaber , Antoine Cornuéjols , Philippe Tarroux

20. International Conference on Neural Information Processing (ICONIP 2013), Nov 2013, Daegu, South Korea. pp.595-604, ⟨10.1007/978-3-642-42042-9_74⟩

Communication dans un congrès hal-01565537v1

An ontology of scientific uncertainty : methodological lessons from analyzing expressions of uncertainty in food risk assessment

Sandrine Blanchemanche , Akos Rona-Tas , Antoine Cornuéjols , Antonin Duroy , Christine Martin

4S 2013 San Diego : Society for Social Studies of Science, Oct 2013, San Diego, United States

Communication dans un congrès hal-01565544v1

Online learning : searching for the best forgetting strategy under concept drift

Ghazal Jaber , Antoine Cornuéjols , Philippe Tarroux

20. International Conference on Neural Information Processing (ICONIP 2013), Nov 2013, Daegu, South Korea. pp.400-408, ⟨10.1007/978-3-642-42042-9_50⟩

Communication dans un congrès hal-01565547v1

Apprentissage artificiel : mise en perspective d'un demi-siècle d'évolution

Antoine Cornuéjols

Conférence Extraction et Gestion des Connaissance (EGC-2012), Jan 2012, Bordeaux, France

Communication dans un congrès hal-01560578v1

Une nouvelle méthode de combinaison d'outils d'identification non supervisés

Antoine Cornuéjols , Christine Martin

Atelier PROSPECTOM, Nov 2012, Grenoble, France

Communication dans un congrès hal-01565536v1

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

Christine Martin , Antoine Cornuéjols

12. Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC 2012), Jan 2012, Bordeaux, France

Communication dans un congrès hal-01565524v1

Reacting to concept changes using a committee of experts

Ghazal Jaber , Antoine Cornuéjols

12. Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC 2012), Jan 2012, Bordeaux, France

Communication dans un congrès hal-01565525v1

Apprentissage artificiel : mise en perspective d'un demi-siècle d'évolution.

Antoine Cornuéjols

5èmes Journées Apprentissage Artificiel et Fouille de Données, Jun 2012, Univerrsité Paris 13 Villetaneuse France

Communication dans un congrès hal-01560569v1

Using reliable and surprising item sets for the characterization of protein-protein interfaces

Christine Martin , Antoine Cornuéjols

JOBIM 2009 : 10. Journées Ouvertes Biologie Informatique Mathématiques, Jun 2009, Nantes, France. n.p

Communication dans un congrès hal-01197540v1
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Comment optimiser A* adaptatif

Lou Fedon , Antoine Cornuéjols

RFIA 2008: 16.Congrès Francophone AFRIF-AFIA. Reconnaissance des Formes et Intelligence Artificielle, Jan 2008, Amiens, France. 8 p

Communication dans un congrès inria-00293136v1

Identifying interface elements implied in protein-protein interactions using statistical tests and frequent item sets

Christine Martin , Antoine Cornuéjols

IEEE BIBM 2008, Nov 2008, Philadelphia, United States. ⟨10.1109/BIBM.2008.68⟩

Communication dans un congrès hal-01197528v1
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What is the place of Machine Learning between Pattern Recognition and Optimization?

Laurent Miclet , Antoine Cornuéjols

TML 2008 Conference: (Teaching Machine Learning), May 2008, Saint Etienne, France. 6 p

Communication dans un congrès hal-01197522v1
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Relevant features mining on protein-protein interfaces

Christine Martin , Antoine Cornuéjols

Meta'08 : International Conference on Metaheuristics and Nature Inspired Computing, Oct 2008, Hammamet, Tunisia. 2 p

Communication dans un congrès hal-01197556v1
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Comment optimiser A∗ adaptatif / Adaptive A∗ : how to best exploit past problem-solving episodes

Lou Fedon , Antoine Cornuéjols

Reconnaissance des Formes et Intelligence Artificielle, Jan 2008, Amiens, France

Communication dans un congrès hal-00265006v1
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A Phase TRansition-Based Perspective on Multiple Instance Kernels

Romaric Gaudel , Michèle Sebag , Antoine Cornuéjols

ILP 2007, Jude Shavlik, Hendrik Blockeel, Prasad Tadepalli, Jun 2007, Corvallis, United States

Communication dans un congrès inria-00175300v1
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A Phase Transition-based Perspective on Multiple Instance Kernels

Romaric Gaudel , Michèle Sebag , Antoine Cornuéjols

Conférence francophone sur l'apprentissage automatique, Jean-Daniel Zucker, Antoine Cornuéjols, Jul 2007, Grenoble, France. pp.173--186

Communication dans un congrès inria-00171406v1
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A phase transition-based perspective on multiple instance kernels

Romaric Gaudel , Michèle Sebag , Antoine Cornuéjols

Plate-forme AFIA 2007: Conférence francophone sur l'Apprentissage automatique, Jul 2007, Grenoble, France. ⟨10.1007/978-3-540-78469-2_14⟩

Communication dans un congrès hal-01197534v1

Combining feature ranking methods for high dimensional data analysis

Romaric Gaudel , Antoine Cornuéjols

5th Workshop on Statistical Methods for Post-Genomic Data, Jan 2007, Paris, France

Communication dans un congrès inria-00181429v1
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Phase Transitions within Grammatical Inference

Nicolas Pernot , Antoine Cornuéjols , Michèle Sebag

Int. Joint Conf. on Artificial Intelligence (IJCAI), Jul 2005, Edinburgh, United Kingdom

Communication dans un congrès hal-02482160v1

Artificial data and language theory

Antoine Cornuéjols , Franck Thollard

GI workshop 2006. Grammatical inference: workshop on open problems and new directions, Colin de la Higuera, Nov 2005, Saint-Etienne, France

Communication dans un congrès inria-00119756v1
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Ensemble Feature Ranking

Kees Jong , Jérémie Mary , Antoine Cornuéjols , Elena Marchiori , Michèle Sebag

ECML-PKDD, Sep 2004, Pisa, Italy

Communication dans un congrès hal-02482166v1

Determination of cellular drug targets: searching for functional information in the jungle of microarrays data

Marie Dutreix , Jean-Paul Comet , Antoine Cornuéjols , Christine Froidevaux

Current trends in drug discovery research" (CTDDR-2004), Feb 2004, Lucknow, India

Communication dans un congrès hal-02482178v1
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Tunnel effects" in cognition : A transfer mechanism from known conceptual domains to new ones

Antoine Cornuéjols , Andrée Tiberghien , Gérard Collet

Conference on Artificial Intelligence and Simulation of Behaviour (AISB-99), Apr 1999, Edinburgh, United Kingdom

Communication dans un congrès hal-02482181v1
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A new mechanism for transfer between conceptual domains in scientific discovery and education

Antoine Cornuéjols , Andrée Tiberghien , Gérard Collet

1st Conference on Model-Based Reasoning (MBR-98), Dec 1998, Pavia, Italy

Communication dans un congrès hal-02482184v1

Cognitive hints for analogy modelling

Jacques Ales-Bianchetti , Antoine Cornuéjols

Proceedings of the European Conference on Machine Learning (ECML-98), Workshop on Learning in Humans and Machines, Apr 1998, Chemnitz, Germany

Communication dans un congrès hal-02482260v1
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Analogy and Induction : which (missing) link ?

Antoine Cornuéjols , Jacques Ales-Bianchetti

Workshop "Advances in Analogy Research : Integration of Theory and Data from Cognitive, Computational and Neural Sciences", Jul 1998, Sofia, Bulgaria

Communication dans un congrès hal-02482246v1
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Co-Adaptation of Students' Knowledge Domains when Interpreting a Physical Situation in Terms of a New Theory

Evelyne Cauzinille-Marmèche , Gérard Collet , Antoine Cornuéjols , Andrée Tiberghien

2nd European Conference on Cognitive Science (ECCS-97), Apr 1997, Manchester, United Kingdom

Communication dans un congrès hal-02482261v1

Analogy as a description minimization principle

Antoine Cornuéjols

Workshop on "Applications of Descriptional Complexity to Inductive, Statistical, and Visual Inference" ML/COLT-95, Jul 1994, Rutgers, United States

Communication dans un congrès hal-02482439v1

Analogy as a minimization principle

Antoine Cornuéjols

Dagstuhl Seminar : "Theory and Praxis of Machine Learning", Jun 1994, Dagstuhl, Germany

Communication dans un congrès hal-02482430v1

Induction from one example and statistics : Analogy as a minimization principle

Antoine Cornuéjols

Workshop on "Machine Learning and Statistics", ECML-94 (European Conf. on Mach. Learning), Apr 1994, Catanes, Italy

Communication dans un congrès hal-02482450v1

Memory Limitations and Optimisation of Training Sequences for Incremental Learners

Antoine Cornuéjols

MLnet workshop on Learning in Autonomous Agents, Sep 1993, Blanes, Spain

Communication dans un congrès hal-02482474v1
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Getting Order Independence in Incremental Learning

Antoine Cornuéjols

European Conference on Machine Learning (ECML-93), Apr 1993, Vienne, Austria

Communication dans un congrès hal-02482266v1
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An Exploration into Incremental Learning: the INFLUENCE system

Antoine Cornuéjols

6th International Workshop on Machine Learning (ICML-89), Jun 1989, Cornell, United States

Communication dans un congrès hal-02482270v1
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Statistical filtering of motion field from image sequences

Jean -Pierre Cassou , Antoine Cornuéjols

GRETSI-87, Jun 1987, Nice, France

Communication dans un congrès hal-02482273v1

Revision of interpretation in Episodic Memory by using Chemistry instead of Reason Maintenance Systems

Antoine Cornuéjols

MARI-87 (MAchine et Réseaux Intelligents – Cognitiva-87), May 1987, Paris, France

Communication dans un congrès hal-02482489v1
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Conférence Nationale d’Intelligence Artificielle Année 2025

Nathalie Abadie , Ghislain Atemezing , Grégory Bonnet , Tristan Cazenave , Antoine Cornuéjols et al.

Association Française pour l'Intelligence Artificielle, 2025

Ouvrages hal-05409313v1

Advances in Knowledge Discovery and Management

Rakia Jaziri , Arnaud Martin , Antoine Cornuéjols , Etienne Cuvelier , Fabrice Guillet

Springer Nature Switzerland, 1110, 2024, Studies in Computational Intelligence, 9783031404023. ⟨10.1007/978-3-031-40403-0⟩

Ouvrages hal-04455676v1

Artificial Intelligence. What is it, exactly?

Frédéric Alexandre , Christian Bessiere , Jean-François Bonnefon , Tristan Cazenave , Raja Chatila et al.

Sébastien Konieczny; Henri Prade. College Publication, 2021, 9781848903388

Ouvrages hal-04270168v1

Apprentissage artificiel - 4e édition

Vincent Barra , Antoine Cornuéjols , Laurent Miclet

Eyrolles, 990 p., 2021, Algorithmes, 978-2-416-00104-8

Ouvrages hal-03191236v1

L’intelligence Artificielle: De quoi s’agit-il vraiment ?

Frédéric Alexandre , Leila Amgoud , Christian Bessiere , Jean-François Bonnefon , Tristan Cazenave et al.

Sébastien Konieczny; Henri Prade. Cepadues, 2020, 9782364938502

Ouvrages hal-04270163v1

. Apprentissage artificiel - 3e édition: Deep Learning, Concepts et algorithmes

Antoine Cornuéjols , Laurent Miclet , Vincent Barra

Eyrolles, 900 p., 2018, Algorithmes, 978-2-212-67522-1

Ouvrages hal-01829395v1

Phase transitions in machine learning

Lorenza Saitta , Attilio Giordana , Antoine Cornuéjols

Cambridge University Press, 2011, 978-0521763912

Ouvrages hal-02480265v1

Apprentissage artificiel : Concepts et algorithmes

Antoine Cornuéjols , Laurent Miclet

Eyrolles, pp.804, 2010, 978-2-212-12471-2

Ouvrages inria-00538947v1

Design of antagonistic biofilm communities for pathogen exclusion

Virgile Guéneau , Caroline Achard , Laurent Guillier , Raphaël Rubrice , Cécile Berdous et al.

ASM Biofilms, Nov 2025, Portland (OR), United States. 2025

Poster de conférence hal-05371271v1
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Development of Artificial Intelligence methods for behavior characterization and automatic lameness detection in dairy cows

Joseph Allyndrée , Aurélien Madouasse , Antoine Cornuéjols , Christine Martin

Journées d'animation scientifique du département Santé Animale (JAS), Sep 2024, Seignosse 'Les Tuquets', France. , pp.28, 2024, Journées d'animation scientifique du département Santé Animale (JAS)

Poster de conférence hal-04716707v1
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Evaluation of information processing capacity of bacterial metabolism through regression problem solving

Paul Ahavi , Bastien Mollet , Antoine Cornuéjols , Evelyne Lutton , Alberto Tonda et al.

BioSynSys 2023 - Symposium on Synthetic and Systems Biology, Jul 2023, Toulouse, France

Poster de conférence hal-04287846v1
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Solving regression problems using bacterial metabolism

Paul Ahavi , Bastien Mollet , Antoine Cornuéjols , Evelyne Lutton , Alberto Tonda et al.

2023 Living Machines @ Work day, Oct 2023, Gif-sur-Yvette, France.

Poster de conférence hal-04312498v1
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Neural-like computation using bacterial metabolism to solve machine-learning problems

Paul Ahavi , Bastien Mollet , Antoine Cornuéjols , Evelyne Lutton , Alberto Tonda et al.

DIM BioConvS - Innovation Day, Nov 2023, St-Ouen, France

Poster de conférence hal-04312782v1
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A machine learning framework for the prediction and analysis of bacterial antagonism in biofilms using morphological descriptors

Raphaël Rubrice , Virgile Gueneau , Romain Briandet , Antoine Cornuejols , Vincent Guigue

Artificial Intelligence in the Life Sciences, 2025, 8, pp.100137. ⟨10.1016/j.ailsci.2025.100137⟩

Article dans une revue hal-05217869v1
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Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group

Ismaïl Baaj , Zied Bouraoui , Antoine Cornuéjols , Thierry Denoeux , Sébastien Destercke et al.

International Journal of Approximate Reasoning, 2024, 171, pp.109206. ⟨10.1016/j.ijar.2024.109206⟩

Article dans une revue hal-04653616v1
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Some thoughts about transfer learning. What role for the source domain?

Antoine Cornuéjols

International Journal of Approximate Reasoning, 2024, 166, pp.109-146. ⟨10.1016/j.ijar.2023.109107⟩

Article dans une revue hal-04488871v1
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Principles and Validations of an Artificial Intelligence-Based Recommender System Suggesting Acceptable Food Changes

Jules Vandeputte , Pierrick Herold , Mykyt Kuslii , Paolo Viappiani , Laurent Muller et al.

Journal of Nutrition, 2023, 153 (2), pp.598-604. ⟨10.1016/j.tjnut.2022.12.022⟩

Article dans une revue hal-03975185v1
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Open challenges for Machine Learning based Early Decision-Making research

Alexis Bondu , Youssef Achenchabe , Albert Bifet , Fabrice Clerot , Antoine Cornuéjols et al.

SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2022, 24 (2), pp.12-31. ⟨10.1145/3575637.3575643⟩

Article dans une revue hal-03983223v1
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Machine learning for temperature prediction in food pallet along a cold chain: Comparison between synthetic and experimental training dataset

Julie Loisel , Antoine Cornuéjols , Onrawee Laguerre , Margot Tardet , Dominique Cagnon et al.

Journal of Food Engineering, In press, 335, pp.111156. ⟨10.1016/j.jfoodeng.2022.111156⟩

Article dans une revue hal-03683454v1
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Early Classification of Time Series

Youssef Achenchabe , Alexis Bondu , Asma Dachraoui , Antoine Cornuéjols

Machine Learning, 2021, 110 (6), pp.1481-1504. ⟨10.1007/s10994-021-05974-z⟩

Article dans une revue hal-03650233v1

Cold chain break detection and analysis: Can machine learning help?

Julie Loisel , Steven Duret , Antoine Cornuéjols , Dominique Cagnon , Margot Tardet et al.

Trends in Food Science and Technology, 2021, 112, pp.391-399. ⟨10.1016/j.tifs.2021.03.052⟩

Article dans une revue (article de synthèse) hal-03260556v1
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Détection automatique de plantes au sein d’images aériennes de champs par apprentissage non supervisé et approche multi-agents

Eliott Jacopin , Antoine Cornuéjols , Christine Martin , Farzaneh Kazemipour , Christophe Sausse

Revue Ouverte d'Intelligence Artificielle, 2021, 2 (1), pp.123-156. ⟨10.5802/roia.12⟩

Article dans une revue hal-03650231v1

Enlisting supervised machine learning in mapping scientific uncertainty expressed in food risk analysis

Akos Rona-Tas , Antoine Cornuéjols , Sandrine Blanchemanche , Antonin Duroy , Christine Martin

Sociological Methods and Research, 2019, 48 (3), pp.608-641. ⟨10.1177/0049124117729701⟩

Article dans une revue hal-01565522v1
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Collaborative Clustering: Why, When, What and How

Antoine Cornuéjols , Cédric Wemmert , Pierre Gançarski , Younès Bennani

Information Fusion, 2018, 39, pp.81-95. ⟨10.1016/j.inffus.2017.04.008⟩

Article dans une revue hal-02327993v1
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Entropy Based Probabilistic Collaborative Clustering

Jérémie Sublime , Matei Basarab , Guénaël Cabanes , Nistor Grozavu , Younès Bennani et al.

Pattern Recognition, 2017, 72, pp.144-157. ⟨10.1016/j.patcog.2017.07.014⟩

Article dans une revue hal-02480318v1
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Une méthode d’ensemble en apprentissage non supervisé quand on ne connaît rien sur la performance des experts ?

Antoine Cornuéjols , Christine Martin

Revue des Nouvelles Technologies de l'Information, 2016, RNTI-A-8, pp. 33-50

Article dans une revue hal-01552144v1
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From Horizontal to Vertical Collaborative Clustering using Generative Topographic Maps

Jérémie Sublime , Nistor Grozavu , Guénaël Cabanes , Younès Bennani , Antoine Cornuéjols

International Journal of Hybrid Intelligent Systems , 2016, 12-4, ⟨10.3233/HIS-160219⟩

Article dans une revue hal-01461467v1

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

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols

Revue des Nouvelles Technologies de l'Information, 2015, RNTI-E-28, pp.191-196

Article dans une revue hal-01552149v1

Big data : les données comme matière première ?

Antoine Cornuéjols

Symbiose (Magazine d'Agroparistech Alumni), 2015, 12, pp.3-7

Article dans une revue hal-01552141v1
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A note on phase transition and computational pitfalls of learning from sequences

Antoine Cornuéjols , Michèle Sebag

Journal of Intelligent Information Systems, 2008, 31 (2), pp.177-189. ⟨10.1007/s10844-008-0063-6⟩

Article dans une revue hal-02480319v1

Biological detection of low radiation doses by combining results of two microarray analysis methods

Guillaume Mercier , Nathalie Berthault , Jérémie Mary , Julie Peyre , Anestis Antoniadis et al.

Nucleic Acids Research, 2004, 32 (1), pp.e12. ⟨10.1093/nar/gnh002⟩

Article dans une revue hal-02480321v1
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Nouveaux résultats en classification à l'aide d'un codage par motifs fréquents

Sébastien Jouteau , Antoine Cornuéjols , Michèle Sebag , Philippe Tarroux , Jean-Sylvain Liénard

Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2003, 17 (1-3), pp.521-532

Article dans une revue hal-02480324v1
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A New Mechanism for Transfer Between Conceptual Domains in Scientific Discovery and Education

Antoine Cornuéjols , Andrée Tiberghien , Gérard Collet

Foundations of Science, 2000, 5 (2), pp.129-155. ⟨10.1023/a:1011398802965⟩

Article dans une revue istex hal-02480323v1

Advances in Knowledge Discovery and Management

Rakia Jaziri , Arnaud Martin , Antoine Cornuéjols , Etienne Cuvelier , Fabrice Guillet

Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC-2022), 1110, Springer Nature Switzerland, 2024, Studies in Computational Intelligence, ⟨10.1007/978-3-031-40403-0⟩

Proceedings/Recueil des communications hal-04488912v1

Predictive K-means with Local Models

Vincent Lemaire , Oumaima Alaoui Ismaili , Antoine Cornuéjols , Dominique Gay

Trends and Applications in Knowledge Discovery and Data Mining (PAKDD 2020 workshops), 12237, Springer International Publishing, pp.91-103, 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-60470-7_10⟩

Proceedings/Recueil des communications hal-04500406v1

Training Issues in Incremental Learning

Antoine Cornuéjols

AAAI Spring Symposium on "Training Issues in Incremental Learning", Mar 1993, Stanford, United States. 1993, Technical Report SS-93-06. Published by The AAAI Press, 978-0-929280-44-8

Proceedings/Recueil des communications hal-02482277v1

Designing Algorithms for Machine Learning and Data Mining

Antoine Cornuéjols , Christel Vrain

A Guided Tour of Artificial Intelligence Research, Springer International Publishing, pp.339-410, 2020, 978-3-030-06166-1. ⟨10.1007/978-3-030-06167-8_12⟩

Chapitre d'ouvrage hal-03253766v1

Supervised pre-processings are useful for supervised clustering

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols

Studies in classification, data analysis, and knowledge organization, Editions Springer, 2015, Studies in Classification, Data Analysis, and Knowledge Organization, 978-3-319-25226-1 ; 978-3-319-25224-7. ⟨10.1007/978-3-319-25226-1_13⟩

Chapitre d'ouvrage hal-01564565v1

Paradigmes de l’apprentissage artificiel

Frédéric Koriche , Antoine Cornuéjols , Laurent Miclet , Richard Nock

Panorama de l'intelligence artificielle - ses bases méthodologiques, ses développements, Cepaduès Editions, 2014

Chapitre d'ouvrage hal-01564552v1

Algorithmique de l’apprentissage artificiel et de la fouille de données.

Antoine Cornuéjols , Christel Vrain , Jean-Daniel J.-D. Zucker

Pierre Marquis, Odile Papini, Henri Prade. Panorama de l'Intelligence Artificielle, 2, Cépaduès Edition, 2014, Algorithmes pour l'intelligence artificielle

Chapitre d'ouvrage hal-01309929v1

Unsupervised object ranking using not even weak experts

Antoine Cornuéjols , Christine Martin

Neural Information Processing 2011: Proceedings, 18th International Conference, ICONIP 2011 Shanghai, China, November 13-17, 2011 Proceedings, Part I, 7062, Springer - Verlag, 2011, Lecture Notes in Computer Science, 978-3-642-24954-9. ⟨10.1007/978-3-642-24955-6_72⟩

Chapitre d'ouvrage istex hal-01197561v1

Predicting Concept Changes Using a Committee of Experts

Ghazal Jaber , Antoine Cornuéjols , Philippe Tarroux

Neural Information Processing: 18th International Conference, ICONIP 2011 Shanghai, China, November 13-17, 2011 Proceedings, Part I, 7062, Springer - Verlag, 2011, Lecture Notes in Computer Science, 978-3-642-24954-9. ⟨10.1007/978-3-642-24955-6_69⟩

Chapitre d'ouvrage istex hal-01197564v1
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Resource-aware distributed knowledge discovery

João Gama , Antoine Cornuéjols

Michael May; Lorenza Saitta. Ubiquitous Knowledge Discovery, 6202, Springer, 2010, Lecture Notes in Computer Science, 978-3-642-16391-3. ⟨10.1007/978-3-642-16392-0_3⟩

Chapitre d'ouvrage istex hal-02480266v1

On-Line Learning: Where are we so Far?

Antoine Cornuéjols

Ubiquitous Knowledge Discovery Challenges, Techniques, Applications, Springer - Verlag, 2010, 978-3-642-16391-3

Chapitre d'ouvrage hal-01197557v1

Research Challenges in Ubiquitous Knowledge Discovery

Michael May , Berendt Bettina , Antoine Cornuéjols , João Gama , Fosca Giannotti et al.

Kargupta and Han and Yu and Motwani and Kumar. Next Generation of Data Mining, CRC Press, pp.131-151, 2009, Next Generation of Data Mining

Chapitre d'ouvrage hal-02480278v1
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Machine Learning: The Necessity of Order (is order in order ?)

Antoine Cornuéjols

F. Ritter, J. Nerb, E. Lehtinen & T. O'Shea (Eds.). In order to learn: How the sequences of topics affect learning, Oxford University Press, 2006

Chapitre d'ouvrage inria-00119757v1
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Using an attribute estimation technique for the analysis of microarray data

Jérémie Mary , Guillaume Mercier , Jean-Paul Comet , Antoine Cornuéjols , Christine Froidevaux et al.

P. Amar, F. Képès, V. Norris and P. Tracqui. Proc. of the Dieppe Spring school on Modelling and simulation of biological processes in the context of genomics, Publisher Frontier group, 2003, Proc. of the Dieppe Spring school on Modelling and simulation of biological processes in the context of genomics, 2 91 4601 09 3

Chapitre d'ouvrage hal-02480310v1

Évolution des connaissances chez l'apprenant

Christian Buty , Antoine Cornuéjols

Des connaissances naïves au savoir scientifique, pp.31-50, 2003, Des connaissances naïves au savoir scientifique

Chapitre d'ouvrage hal-02480312v1

Machine Learning : A Survey

Antoine Cornuéjols , Marjorie Moulet

Spyros G. Tzafestas. Knowledge Based Systems. Advanced Concepts, Techniques and Applications, World Scientific, pp.61-86, 1997, 978-9810228309

Chapitre d'ouvrage hal-02480315v1

Analogy as Minimization of Description Length

Antoine Cornuéjols

Nakhaeizadeh, G. and Taylor, C. Machine Learning and Statistics : The interface, John Wiley & Sons, pp.321-335, 1996, 978-0471148906

Chapitre d'ouvrage hal-02480316v1