Antoine Cornuéjols

Publications

Communication dans un congrès (101)

Live fluorescence confocal imaging to study microbial interaction in multi-species biofilms Virgile Guéneau,Laurent Guillier,Raphael Rubrice,Cécile Berdous,Sabit Ahmedet al. Journée annuelle France BioImaging IDF Sud, France BioImaging, Jun 2025, Jouy-en-Josas, France Communication dans un congrès hal-05110654v1
Bottom-up assembly of beneficial multi-species biofilms targeting undesirable bacteria using 3D fluorescence imaging Virgile Guéneau,Laurent Guillier,Cécile Berdous,Raphael Rubrice,Antoine Carliozet al. XXX Congreso Sociedad Espanola de Microbiologia, SEM, Jun 2025, Jaen, Spain Communication dans un congrès hal-05036755v1
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
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 Luttonet 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
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
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
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
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
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
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
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
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
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
Using Agents and Unsupervised Learning for Counting Objects in Images with Spatial Organization Eliott Jacopin,Naomie Berda,Léa Courteille,William Grison,Lucas Mathieuet 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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 Martinet al. 19. Congrès national sur la Reconnaissance de Formes et Intelligence Artificielle (RFIA' 14), Jun 2014, Rouen, France Communication dans un congrès 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 Communication dans un congrès 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 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
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
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 Antoine Cornuéjols,Ghazal Jaber,Philippe Tarroux CAp2013 : Conférence sur l'APprentissage automatique, Jul 2013, Villeneuve d'Ascq, France Communication dans un congrès hal-01589495v1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Tunnel effects&quot; 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
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
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
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
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
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
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

Ouvrages (8)

Conférence Nationale d’Intelligence Artificielle Année 2025 Nathalie Abadie,Ghislain Atemezing,Grégory Bonnet,Tristan Cazenave,Antoine Cornuéjolset 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 Chatilaet 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 Cazenaveet 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

Poster de conférence (5)

Design of antagonistic biofilm communities for pathogen exclusion Virgile Guéneau,Caroline Achard,Laurent Guillier,Raphaël Rubrice,Cécile Berdouset al. ASM Biofilms, Nov 2025, Portland (OR), United States. 2025 Poster de conférence hal-05371271v1
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
Evaluation of information processing capacity of bacterial metabolism through regression problem solving Paul Ahavi,Bastien Mollet,Antoine Cornuéjols,Evelyne Lutton,Alberto Tondaet al. BioSynSys 2023 - Symposium on Synthetic and Systems Biology, Jul 2023, Toulouse, France Poster de conférence hal-04287846v1
Solving regression problems using bacterial metabolism Paul Ahavi,Bastien Mollet,Antoine Cornuéjols,Evelyne Lutton,Alberto Tondaet al. 2023 Living Machines @ Work day, Oct 2023, Gif-sur-Yvette, France. Poster de conférence hal-04312498v1
Neural-like computation using bacterial metabolism to solve machine-learning problems Paul Ahavi,Bastien Mollet,Antoine Cornuéjols,Evelyne Lutton,Alberto Tondaet al. DIM BioConvS - Innovation Day, Nov 2023, St-Ouen, France Poster de conférence hal-04312782v1

Pré-publication, Document de travail (3)

Early Classification of Time Series is Meaningful Youssef Achenchabe,Alexis Bondu,Antoine Cornuéjols,Vincent Lemaire 2025 Pré-publication, Document de travail hal-05431068v1
Biquality Learning: a Framework to Design Algorithms Dealing with Closed-Set Distribution Shifts Pierre Nodet,Vincent Lemaire,Alexis Bondu,Antoine Cornuéjols 2023 Pré-publication, Document de travail hal-04338679v1
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group) Zied Bouraoui,Antoine Cornuéjols,Thierry Denœux,Sébastien Destercke,Didier Duboiset al. 2019 Pré-publication, Document de travail hal-03253808v1

Article dans une revue (20)

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
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group Ismaïl Baaj,Zied Bouraoui,Antoine Cornuéjols,Thierry Denoeux,Sébastien Desterckeet al. International Journal of Approximate Reasoning, 2024, 171, pp.109206. ⟨10.1016/j.ijar.2024.109206⟩ Article dans une revue hal-04653616v1
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
Principles and Validations of an Artificial Intelligence-Based Recommender System Suggesting Acceptable Food Changes Jules Vandeputte,Pierrick Herold,Mykyt Kuslii,Paolo Viappiani,Laurent Mulleret al. Journal of Nutrition, 2023, 153 (2), pp.598-604. ⟨10.1016/j.tjnut.2022.12.022⟩ Article dans une revue hal-03975185v1
Open challenges for Machine Learning based Early Decision-Making research Alexis Bondu,Youssef Achenchabe,Albert Bifet,Fabrice Clerot,Antoine Cornuéjolset 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
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 Cagnonet al. Journal of Food Engineering, In press, 335, pp.111156. ⟨10.1016/j.jfoodeng.2022.111156⟩ Article dans une revue hal-03683454v1
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
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 Tardetet 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
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
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
Entropy Based Probabilistic Collaborative Clustering Jérémie Sublime,Matei Basarab,Guénaël Cabanes,Nistor Grozavu,Younès Bennaniet al. Pattern Recognition, 2017, 72, pp.144-157. ⟨10.1016/j.patcog.2017.07.014⟩ Article dans une revue hal-02480318v1
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
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
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
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
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 Antoniadiset al. Nucleic Acids Research, 2004, 32 (1), pp.e12. ⟨10.1093/nar/gnh002⟩ Article dans une revue hal-02480321v1
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
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

Proceedings/Recueil des communications (3)

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

Chapitre d'ouvrage (14)

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
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
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
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
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 Giannottiet 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
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
Using an attribute estimation technique for the analysis of microarray data Jérémie Mary,Guillaume Mercier,Jean-Paul Comet,Antoine Cornuéjols,Christine Froidevauxet 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