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Antoine Cornuéjols

128
Documents

Publications

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⟩
Book sections 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⟩
Book sections hal-01564565v1

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
Book sections hal-01309929v1

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
Book sections hal-01564552v1

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⟩
Book sections hal-01197564v1

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⟩
Book sections hal-01197561v1
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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⟩
Book sections 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
Book sections hal-01197557v1

Research Challenges in Ubiquitous Knowledge Discovery

Michael May , Berendt Bettina , Antoine Cornuéjols , João Gama , Fosca Giannotti
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
Book sections 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
Book sections inria-00119757v1

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
Book sections hal-02480312v1
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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
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
Book sections hal-02480310v1

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
Book sections 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
Book sections hal-02480316v1
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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
Conference papers 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
Conference papers 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⟩
Conference papers hal-03798026v1
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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
Conference papers hal-04156529v1
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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
13th International Conference on Agents and Artificial Intelligence, Feb 2021, Online Streaming, Austria. pp.688-697, ⟨10.5220/0010228706880697⟩
Conference papers hal-03650255v1

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
Conference papers hal-02867163v1
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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⟩
Conference papers hal-03650243v1
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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
Conference papers hal-03321188v1
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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⟩
Conference papers hal-03650228v1
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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⟩
Conference papers hal-03650249v1
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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
Conference papers hal-03820017v1
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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⟩
Conference papers hal-03650261v1
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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
Conference papers hal-02480566v1
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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⟩
Conference papers hal-02736902v1
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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
Conference papers hal-02480562v1

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
Conference papers hal-01556275v1
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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
Conference papers hal-01556281v1
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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
Conference papers hal-02482142v1
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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
Conference papers hal-01556278v1
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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⟩
Conference papers hal-01555856v1
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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
Conference papers hal-04080050v1

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⟩
Conference papers 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
Conference papers 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
Conference papers hal-01552140v1

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⟩
Conference papers hal-01557212v1

Evaluation of predictive clustering quality

Oumaima Alaoui Ismaili , Vincent Lemaire , Antoine Cornuéjols
Workshop on Model-Based Clustering and Classification, 2016, Catania, Italy
Conference papers hal-01559703v1

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
Conference papers hal-01557210v1
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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
Conference papers hal-01557220v1
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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
Conference papers hal-01559717v1

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
Conference papers hal-02742382v1
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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⟩
Conference papers hal-01535296v1

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⟩
Conference papers hal-01589449v1

Collaborative Clustering with Heterogeneous Algorithms

Jérémie Sublime , Nistor Grozavu , Younès Bennani , Antoine Cornuéjols
IJCNN 2015, Jul 2015, Killarney, Ireland. pp.8
Conference papers 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
Conference papers hal-01559721v1
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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⟩
Conference papers hal-01558021v1

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
Conference papers hal-01557218v1

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⟩
Conference papers hal-01585544v1
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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
Conference papers hal-01559719v1
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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
Conference papers hal-01178907v1

Clustering collaboratif incrémental

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols
Conférence Francophone d'Apprentissage ( CAP2014 ), Jul 2014, Saint Etienne, France
Conference papers hal-01565539v1

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
19. Congrès national sur la Reconnaissance de Formes et Intelligence Artificielle (RFIA' 14), Jun 2014, Rouen, France
Conference papers hal-01565548v1

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
Conference papers hal-01559718v1

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
Conference papers 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
Conference papers 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
Conference papers hal-01565540v1

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
Conference papers hal-01565541v1

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
Conference papers 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
Conference papers hal-01565549v1

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
Conference papers hal-01589495v1

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
Conference papers hal-01565535v1

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
Conference papers hal-01565537v1

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
Conference papers hal-01565545v1

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
Conference papers 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
Conference papers hal-01565547v1

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
Conference papers hal-01565546v1

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
Conference papers hal-01565524v1

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

Antoine Cornuéjols , Christine Martin
Atelier PROSPECTOM, Nov 2012, Grenoble, France
Conference papers hal-01565536v1

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
Conference papers 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
Conference papers hal-01560569v1

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
Conference papers hal-01560578v1

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
Conference papers hal-01197540v1

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
Conference papers hal-01197528v1
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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
Conference papers hal-00265006v1
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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
Conference papers inria-00293136v1
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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
Conference papers 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
Conference papers hal-01197556v1

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
Conference papers inria-00181429v1
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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
Conference papers inria-00171406v1
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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
Conference papers inria-00175300v1
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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⟩
Conference papers hal-01197534v1

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
Conference papers inria-00119756v1
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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
Conference papers hal-02482160v1
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Ensemble Feature Ranking

Kees Jong , Jérémie Mary , Antoine Cornuéjols , Elena Marchiori , Michèle Sebag
ECML-PKDD, Sep 2004, Pisa, Italy
Conference papers 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
Conference papers 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
Conference papers hal-02482181v1
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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
Conference papers hal-02482246v1

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
Conference papers hal-02482260v1
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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
Conference papers hal-02482184v1
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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
Conference papers hal-02482261v1

Analogy as a minimization principle

Antoine Cornuéjols
Dagstuhl Seminar : "Theory and Praxis of Machine Learning", Jun 1994, Dagstuhl, Germany
Conference papers 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
Conference papers hal-02482450v1

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
Conference papers hal-02482439v1

Memory Limitations and Optimisation of Training Sequences for Incremental Learners

Antoine Cornuéjols
MLnet workshop on Learning in Autonomous Agents, Sep 1993, Blanes, Spain
Conference papers 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
Conference papers 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
Conference papers hal-02482270v1

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
Conference papers hal-02482489v1
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Statistical filtering of motion field from image sequences

Jean -Pierre Cassou , Antoine Cornuéjols
GRETSI-87, Jun 1987, Nice, France
Conference papers hal-02482273v1
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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⟩
Journal articles 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
Journal of Nutrition, inPress, ⟨10.1016/j.tjnut.2022.12.022⟩
Journal articles hal-03975185v1
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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
Journal of Food Engineering, inPress, 335, pp.111156. ⟨10.1016/j.jfoodeng.2022.111156⟩
Journal articles hal-03683454v1
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Open challenges for Machine Learning based Early Decision-Making research

Alexis Bondu , Youssef Achenchabe , Albert Bifet , Fabrice Clerot , Antoine Cornuéjols
SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2022, 24 (2), pp.12-31. ⟨10.1145/3575637.3575643⟩
Journal articles hal-03983223v1
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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⟩
Journal articles hal-03650233v1

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

Julie Loisel , Steven Duret , Antoine Cornuéjols , Dominique Cagnon , Margot Tardet
Trends in Food Science and Technology, 2021, 112, pp.391-399. ⟨10.1016/j.tifs.2021.03.052⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-02327993v1
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Entropy Based Probabilistic Collaborative Clustering

Jérémie Sublime , Matei Basarab , Guénaël Cabanes , Nistor Grozavu , Younès Bennani
Pattern Recognition, 2017, 72, pp.144-157. ⟨10.1016/j.patcog.2017.07.014⟩
Journal articles hal-02480318v1
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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⟩
Journal articles hal-01461467v1
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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
Journal articles hal-01552144v1

Big data : les données comme matière première ?

Antoine Cornuéjols
Symbiose (Magazine d'Agroparistech Alumni), 2015, 12, pp.3-7
Journal articles hal-01552141v1

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
Journal articles hal-01552149v1
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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⟩
Journal articles 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
Nucleic Acids Research, 2004, 32 (1), pp.e12. ⟨10.1093/nar/gnh002⟩
Journal articles 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
Journal articles 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⟩
Journal articles hal-02480323v1

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 hal-02482277v1