Christophe Rigotti

Publications

Article dans une revue (22)

Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance Ruggero Pensa,Anton Crombach,Sergio Peignier,Christophe Rigotti Machine Learning, 2025, 114 (12), ⟨10.1007/s10994-025-06932-9⟩ Article dans une revue hal-05379633v1
Effective pruning for top-k feature search on the basis of SHAP values Lisa Chabrier,Anton Crombach,Sergio Peignier,Christophe Rigotti IEEE Access, 2024, 12, pp.163079-163092. ⟨10.1109/ACCESS.2024.3489958⟩ Article dans une revue hal-04549416v2
Predicted Impacts of Booster, Immunity Decline, Vaccination Strategies, and Non-Pharmaceutical Interventions on COVID-19 Outcomes in France Simon Pageaud,Anne Eyraud-Loisel,Jean-Pierre Bertoglio,Alexis Bienvenüe,Nicolas Leboisneet al. Vaccines, 2022, 10 (12), pp.2033. ⟨10.3390/vaccines10122033⟩ Article dans une revue hal-03883673v1
Expected Evolution of COVID-19 Epidemic in France for Several Combinations of Vaccination Strategies and Barrier Measures Simon Pageaud,Catherine Pothier,Christophe Rigotti,Anne Eyraud-Loisel,Jean-Pierre Bertoglioet al. Vaccines, 2021, 9 (12), pp.1462. ⟨10.3390/vaccines9121462⟩ Article dans une revue hal-03482342v1
Evolutionary Subspace Clustering Using Variable Genome Length Sergio Peignier,Christophe Rigotti,Guillaume Beslon Computational Intelligence, 2020, 36 (2), pp.574-612. ⟨10.1111/coin.12254⟩ Article dans une revue hal-02405598v1
Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring Nicolas Méger,Christophe Rigotti,Catherine Pothier,Tuan Nguyen,Felicity Lodgeet al. Data Mining and Knowledge Discovery, 2019, 33 (1), pp.131-167. ⟨10.1007/s10618-018-0591-9⟩ Article dans une revue hal-01898015v1
A pattern-based method for handling confidence measures while mining satellite displacement field time series. Application to Greenland ice sheet and Alpine glaciers Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvéet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (11), pp.4390 - 4402. ⟨10.1109/JSTARS.2018.2874499⟩ Article dans une revue hal-01912708v1
Evolving Instrument Based on Symbiont-Host Metaphor: a Commensal Computation Jonas Abernot,Guillaume Beslon,Simon Hickinbotham,Sergio Peignier,Christophe Rigotti Journal of Creative Music Systems, 2017, 2 (1), pp.1-10. ⟨10.5920/JCMS.2017.11⟩ Article dans une revue hal-01596573v1
Crystal orientation mapping via ion channeling: An alternative to EBSD Cyril Langlois,Thierry Douillard,Hui Yuan,Nicholas P. Blanchard,Armel Descamps-Mandineet al. Ultramicroscopy, 2015, 157, pp.65-72. ⟨10.1016/j.ultramic.2015.05.023⟩ Article dans une revue hal-01226846v1
Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts Peggy Cellier,Thierry Charnois,Marc Plantevit,Christophe Rigotti,Bruno Crémilleuxet al. Journal of Biomedical Semantics, 2015, 6, pp.1-27. ⟨10.1186/s13326-015-0023-3⟩ Article dans une revue hal-01192959v1
Finding maximal homogeneous clique sets Pierre-Nicolas Mougel,Christophe Rigotti,Marc Plantevit,Olivier Gandrillon Knowledge and Information Systems (KAIS), 2014, 39 (3), pp.579-608. ⟨10.1007/s10115-013-0625-y⟩ Article dans une revue hal-00827164v1
Efficient Spatiotemporal Mining of Satellite Image Time Series for Agricultural Monitoring Andreea Julea,Nicolas Méger,Christophe Rigotti,Emmanuel Trouvé,Romain Jolivetet al. Transactions on Machine Learning and Data Mining, 2012, 5 (1), pp.23-44 Article dans une revue hal-00702433v1
Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns Andreea Julea,Nicolas Méger,Philippe Bolon,Christophe Rigotti,Marie-Pierre Doinet al. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49 (4), pp.1417-1430. ⟨10.1109/TGRS.2010.2081372⟩ Article dans une revue hal-00596806v1
From Digital Genetics to Knowledge Discovery: Perspectives in Genetic Network Understanding Guillaume Beslon,David P. Parsons,Jose-Maria Pena,Christophe Rigotti,Yolanda Sanchez-Dehesa Intelligent Data Analysis, 2010, 14 (2), pp.173--191. ⟨10.3233/IDA-2010-0415⟩ Article dans une revue hal-00697024v1
Combining Sequence and Itemset Mining to Discover Named Entities in Biomedical Texts: A New Type of Pattern Marc Plantevit,Thierry Charnois,Jiri Kléma,Christophe Rigotti,Bruno Crémilleux International Journal of Data Mining, Modelling and Management, 2009, 1 (2), pp.119-148. ⟨10.1504/IJDMMM.2009.026073⟩ Article dans une revue hal-01011378v1
Extracting signature motifs from promoter sets of differentially expressed genes. Ieva Mitasiŭnaite,Christophe Rigotti,Stéphane Schicklin,Laurène Meyniel,Jean-François Boulicautet al. In Silico Biology, 2009, 9 (1-2), pp.S17-39 Article dans une revue hal-00425130v1
Fouille de données séquentielles pour l'extraction d'information dans les textes Thierry Charnois,Marc Plantevit,Christophe Rigotti,Bruno Crémilleux Revue TAL : traitement automatique des langues, 2009, pp59-87 Article dans une revue hal-01011618v1
Automatic Generation of CHR Constraint Solvers Slim Abdennadher,Christophe Rigotti Theory and Practice of Logic Programming, 2005, 4-5, 5, pp.403-418. ⟨10.1017/S1471068405002371⟩ Article dans une revue hal-01596318v1
Automatic Generation of Rule-Based Constraint Solvers over Finite Domains Slim Abdennadher,Christophe Rigotti ACM Transactions on Computational Logic, 2004, 2, 5, pp.117-205. ⟨10.1145/976706.976707⟩ Article dans une revue hal-01596109v1
Extraction de Motifs Séquentiels Fréquents sous Contraintes dans des Données Contenant des Répétitions Consécutives Marion Leleu,Nicolas Méger,Christophe Rigotti Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2004, pp.133-159 Article dans une revue hal-00494640v1
Free-Sets: a Condensed Representation of Boolean Data for the Approximation of Frequency Queries Jean-François Boulicaut,Artur Bykowski,Christophe Rigotti Data Mining and Knowledge Discovery, 2003, 1, 7 (1), pp.5-22. ⟨10.1023/A:1021571501451⟩ Article dans une revue istex hal-01503814v1
DBC : a Condensed Representation of Frequent Patterns for Efficient Mining Artur Bykowski,Christophe Rigotti Information Systems, 2003, 8, 28, pp.949-977. ⟨10.1016/S0306-4379(03)00002-4⟩ Article dans une revue hal-01593569v1

Communication dans un congrès (51)

Bridging local and global explanations of tree ensemble predictions using co-clustering of SHAP values Christophe Rigotti,Ruggero G. Pensa,Sergio Peignier,Anton Crombach NuTS-AI 2025 workshop on Artificial Intelligence and Application to Solid Earth, Jul 2025, Paris, France Communication dans un congrès hal-05165103v1
Unsupervised data mining technique to extract patterns corresponding to aseismic slow slip events: application to the Izmit section of the north Anatolian fault Catherine Pothier,Estelle Neyrinck,Sovannrath Ros,Baptiste Rousset,Cécile Lasserreet al. NuTS-AI workshop on Artificial Intelligence and Application to Solid Earth, Jul 2025, Paris, France Communication dans un congrès hal-05167747v1
Re_actShap : détection de rebranchements des réseaux de régulation d’expression génique à l’aide des valeurs SHAP Lisa Chabrier,Anton Crombach,Sergio Peignier,Christophe Rigotti 25ième conference sur l'Extraction et Gestion des Connaissances (EGC), session demonstrations, 2025, Strasbourg, France. pp.8 Communication dans un congrès hal-04877547v1
Combining SHAP-driven Co-clustering and Shallow Decision Trees to Explain XGBoost Ruggero G. Pensa,Anton Crombach,Sergio Peignier,Christophe Rigotti 27. International Conference Discovery Science (DS'24), Oct 2024, Pise, Italy. pp.369-384, ⟨10.1007/978-3-031-78977-9_24⟩ Communication dans un congrès hal-04809871v1
Exploring an unsupervised data mining approach to extract aseismic slip events along the Izmit section of the North Anatolian Fault, based on FLATSIM time series Catherine Pothier,Estelle Neyrinck,Cécile Lasserre,Baptiste Rousset,Christophe Rigottiet al. 6th Symposium on Measurement of Earth surface Deformations with Earth Observation (MDIS'24), 2024, Orléans, France. pp.2 Communication dans un congrès hal-04808572v1
Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data Lisa Chabrier,Anton Crombach,Sergio Peignier,Christophe Rigotti IEEE 12th Data Mining in Biomedical Informatics and Healthcare Workshop (DMBIH'24) at ICDM'24, 2024, Abu Dhabi, United Arab Emirates. pp.10 Communication dans un congrès hal-04808464v1
Unraveling regulatory associations using explainable AI Lisa Chabrier,Anton Crombach,Sergio Peignier,Christophe Rigotti Journée GT Machine learning pour la génomique LEGO à JOBIM 2024, Jun 2024, Toulouse, France Communication dans un congrès hal-04783821v1
Apprivoiser l'hétérogénéité en informatique 1ère année Nadia Bennani,Sylvie Cazalens,Vincent Cheutet,Claire Leschi,Odyssée Merveilleet al. COLLOQINSA 2021 - 7e Colloque pédagogie et formation, May 2021, Valenciennes, France. pp.1-6 Communication dans un congrès hal-03230531v1
Apprendre l'apprentissage automatique : un retour d'expérience Noëlie Debs,Sergio Peignier,Clément Douarre,Théo Jourdan,Christophe Rigottiet al. CETSIS 2021 - Colloque de l'Enseignement des Technologies et des Sciences de l'Information et des Systèmes, Jun 2021, Valenciennes, France. pp.1-5 Communication dans un congrès hal-03341954v1
Studying Evolution of Hydrothermal Alteration Materials in the Turrialba Volcano through Multispectral and Hyperspectral Images Juan Gregorio Rejas,Catherine Pothier,Christophe Rigotti,Nicolas Méger,I. Vasquezet al. International Society for Photogrammetry and Remote Sensing Congress, 2020, Nice, France. 6 p., ⟨10.5194/isprs-archives-XLIII-B2-2020-1259-2020⟩ Communication dans un congrès hal-03091306v1
Scoring Message Stream Anomalies in Railway Communication Systems Lucas Foulon,Serge Fenet,Christophe Rigotti,Denis Jouvin LMID 2019 - IEEE Workshop on Learning and Mining with Industrial Data, Nov 2019, Beijing, China. pp.1-8, ⟨10.1109/ICDMW.2019.00114⟩ Communication dans un congrès hal-02357924v1
Approximation du score CFOF de détection d’anomalie dans un arbre d’indexation iSAX : Application au contexte SI de la SNCF Lucas Foulon,Christophe Rigotti,Serge Fenet,Denis Jouvin EGC 2019 - 19ème Conférence francophone sur l'Extraction et la Gestion des Connaissances, Jan 2019, Metz, France. pp.1-12 Communication dans un congrès hal-02019035v1
A pattern-based mining system for exploring Displacement Field Time Series Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Noel Gourmelenet al. 19th IEEE International Conference on Data Mining (ICDM) Demo, Nov 2019, Beijing, China. pp.1110-1113, ⟨10.1109/ICDMW.2019.00165⟩ Communication dans un congrès hal-02361793v1
Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvéet al. IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.4213-4216, ⟨10.1109/igarss.2018.8518969⟩ Communication dans un congrès hal-01868749v1
Weight-based search to find clusters around medians in subspaces Sergio Peignier,Christophe Rigotti,Anthony Rossi,Guillaume Beslon SAC 2018 - ACM Symposium On Applied Computing, Apr 2018, Pau, France. pp.1-10 Communication dans un congrès hal-01869974v1
Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvéet al. 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Jun 2017, Brugge, Belgium. pp.1-4, ⟨10.1109/Multi-Temp.2017.8035228⟩ Communication dans un congrès hal-01591461v1
3D Geomodelling Contribution to the Mapping of Gravitational Hazards on the Hill of Croix-Rousse Elodie Scholastique,Catherine Pothier,Louis Vinet,Christophe Rigotti,Nicole Bouillod Journées Aléas Gravitaires (JAG), Oct 2017, Besançon, France. pp.1-4 Communication dans un congrès hal-01596585v1
EvoMove: Evolutionary-based living musical companion Sergio Peignier,Jonas Abernot,Christophe Rigotti,Guillaume Beslon European Conference on Artificial Life (ECAL), Sep 2017, Villeurbanne, France. pp.1-8 Communication dans un congrès hal-01569091v2
Grouped frequent sequential patterns derived from terrestrial image time series tomonitor landslide behaviour – Application to the dynamics of the Sanières/Roche Plombée rockslide. Youen Pericault,Catherine Pothier,Nicolas Méger,Emmanuel Trouvé,Flavien Vernieret al. Geophysical Research Abstracts - EGU General Assembly 2016, Apr 2016, Vienna, Austria. pp.1-1 Communication dans un congrès hal-01306556v1
A Commensal Architecture for Evolving Living Instruments Jonas Abernot,Guillaume Beslon,Simon Hickinbotham,Sergio Peignier,Christophe Rigotti Conference on Computer Simulation of Musical Creativity, Jun 2016, Huddersfield, United Kingdom. pp.1-8 Communication dans un congrès hal-01368034v1
Suivi de l'érosion par imagerie satellite et fouille de données spatio-temporelles Catherine Pothier,Rémi Andréoli,Nicolas Méger,Christophe Rigotti Journées Nationales de Géotechnique et de Géologie de l'Ingénieur, Jul 2016, Nancy, France. pp.1-8 Communication dans un congrès hal-01367992v1
SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Rémi Andréoli European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Demo, Sep 2016, Riva del Garda, Italy. pp.63-66, ⟨10.1007/978-3-319-46131-1_14⟩ Communication dans un congrès hal-01367996v1
A swap randomization approach for mining motion field time series over the Argentiere glacier Youen Pericault,Catherine Pothier,Nicolas Meger,Christophe Rigotti,Flavien Vernieret al. 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp), Jul 2015, Annecy, France. pp.1-4, ⟨10.1109/Multi-Temp.2015.7245757⟩ Communication dans un congrès hal-01237206v1
Subspace Clustering for all Seasons Sergio Peignier,Christophe Rigotti,Guillaume Beslon EvoEvo Workshop (satellite workshop of ECAL 2015), Jul 2015, york, United Kingdom. pp.1-3 Communication dans un congrès hal-01252793v1
Crystal orientation mapping via ion channeling: an alternative to EBSD Cyril Langlois,Thierry Douillard,Hui Yuan,Nicholas P. Blanchard,Armel Descamps-Mandineet al. Microscience Microscopy Congress 2015, Jun 2015, Manchester, United Kingdom Communication dans un congrès hal-02066168v1
Swap Randomization of Bases of Sequences for Mining Satellite Image Time Series Nicolas Méger,Christophe Rigotti,Catherine Pothier European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Sep 2015, Porto, Portugal. pp.190-205 Communication dans un congrès hal-01200674v1
Crystal Orientation Mapping using ion image series: iCHORD Cyril Langlois,Thierry Douillard,Hui Yuan,Nicholas P. Blanchard,Armel Descamps-Mandineet al. EUROMAT, Sep 2015, Warsaw, Poland Communication dans un congrès hal-02066188v1
Subspace Clustering Using Evolvable Genome Structure Sergio Peignier,Christophe Rigotti,Guillaume Beslon Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. pp.575-582 Communication dans un congrès hal-01199136v1
Iterative Summarization of Satellite Image Time Series Felicity Lodge,Nicolas Meger,Christophe Rigotti,Catherine Pothier,Marie-Pierre Doin IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Québec, Canada. pp.1-4 Communication dans un congrès hal-01091940v1
Monitoring of Tectonic Deformation by Mining Satellite Image Time Series Christophe Rigotti,Felicity Lodge,Nicolas Méger,Catherine Pothier,Romain Jolivetet al. Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France. pp.1-6 Communication dans un congrès hal-00988907v1
GFS-pattern extraction in satellite image time series: application to the monitoring of Mount Etna Felicity Lodge,Nicolas Meger,Christophe Rigotti,Lionel Gueguen,Catherine Pothieret al. Atelier Mesure de Déformations par Imagerie Spatiale, Oct 2013, Autrans, France. pp.1-1 Communication dans un congrès hal-01339287v1
Fouille de données spatio-temporelles appliquée aux séries d'images satellite Christophe Rigotti,Nicolas Meger,Felicity Lodge,Catherine Pothier Cité des Sciences et de l'Industrie - Rencontres du Numérique de l'ANR, Apr 2013, Paris, France Communication dans un congrès hal-01339286v1
Finding Collections of Protein Modules in Protein-Protein Interaction Networks Pierre-Nicolas Mougel,Christophe Rigotti,Olivier Gandrillon Bioinformatics and Computational Biology (BICoB), 2012, Las Vegas, United States. pp.216-222 Communication dans un congrès hal-00758858v1
Finding Collections of k-Clique Percolated Components in Attributed Graphs Pierre-Nicolas Mougel,Christophe Rigotti,Olivier Gandrillon Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2012, Kuala Lumpur, Malaysia. pp.181--192 Communication dans un congrès hal-00758843v1
Normalized Mutual Information-Based Ranking of Spatio-Temporal Localization Maps Nicolas Meger,Christophe Rigotti,Lionel Gueguen,Felicity Lodge,Catherine Pothieret al. 8th European Spatial Agency (ESA) - EUSC - JRC Conference on Image Information Mining, Oct 2012, Oberpfaffenhofen, Germany. pp.11-14 Communication dans un congrès hal-01353105v1
Spatio-Temporal Mining of ENVISAT SAR Interferogram Time Series over the Haiyuan Fault in China Nicolas Méger,Romain Jolivet,Cécile Lasserre,Emmanuel Trouvé,Christophe Rigottiet al. 2011 6th International Workshop on the Analysis of Multi-temporal Remote Sensing Images (Multi-Temp), Jul 2011, Trento, Italy. 10.1109/Multi-Temp.2011.6005067, ⟨10.1109/Multi-Temp.2011.6005067⟩ Communication dans un congrès hal-00621236v1
Polsar Radarsat-2 Satellite Image Time Series Mining Over the Chamonix Mont-Blanc Test Site Andreea Julea,Fernanda Ledo,Nicolas Méger,Emmanuel Trouvé,Philippe Bolonet al. IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp 1191-1194 Communication dans un congrès hal-00620881v1
Extraction sous Contraintes d'Ensembles de Cliques Homogènes Pierre-Nicolas Mougel,Marc Plantevit,Christophe Rigotti,Olivier Gandrillon,Jean-François Boulicaut 11eme Conference Francophone sur l'Extraction et la Gestion des Connaissances (EGC'11), 2011, Brest, France. pp.1-12 Communication dans un congrès hal-00744808v1
Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring Andreea Julea,Nicolas Méger,Christophe Rigotti,Emmanuel Trouvé,Philippe Bolonet al. 11th Industrial Conference on Data Mining ICDM 2011, Aug 2011, New-York, United States. pp.189-203, ⟨10.1007/978-3-642-23184-1_15⟩ Communication dans un congrès istex hal-00620882v1
Spatio-Temporal Mining of PolSAR Satellite Image Time Series Andreea Julea,Nicolas Méger,Emmanuel Trouvé,Philippe Bolon,Christophe Rigottiet al. The 2010 European Space Agency Living Planet Symposium, Jun 2010, Bergen, Norway. pp.6 Communication dans un congrès hal-00504655v1
Constraint-Based Mining of Sets of Cliques Sharing Vertex Properties Pierre-Nicolas Mougel,Marc Plantevit,Christophe Rigotti,Olivier Gandrillon,Jean-François Boulicaut Workshop on Analysis of Complex NEtworks ACNE'10 co-located with ECML PKDD 2010, Sep 2010, Barcelona, Spain. pp.48-62 Communication dans un congrès hal-01381539v1
Extraction of Frequent Grouped Sequential Patterns from Satellite Image Time Series Andreea Julea,Nicolas Méger,Christophe Rigotti,M.-P. Doin,Cécile Lasserreet al. IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010., Jul 2010, Honolulu, United States. pp.4 Communication dans un congrès hal-00520601v1
Parameter Tuning for Differential Mining of String Patterns Jérémy Besson,Christophe Rigotti,Ieva Mitasiunaite,Jean-François Boulicaut 2nd International Workshop on Domain Driven Data Mining DDDM'08 co-located with ICDM'08, Dec 2008, Pise, Italy. pp.77-86 Communication dans un congrès hal-01501294v1
Quantitative Episode Trees Mirco Nanni,Christophe Rigotti 5th International Workshop on Knowledge Discovery in Inductive Databases KDID'06 co-located with ECML PKDD 2006, Sep 2006, Berlin, Germany. pp.95-106 Communication dans un congrès hal-01613789v1
Constraint-based Mining of Episode Rules and Optimal Window Sizes Nicolas Méger,Christophe Rigotti 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Sep 2004, Pisa, Italy. pp.313-324 Communication dans un congrès hal-00494637v1
Mining episode rules in STULONG dataset Claire Leschi,Noel Lucas,Christophe Rigotti In Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'04), Discovery Challenge, Sep 2004, Pisa, Italy. pp.33-45 Communication dans un congrès hal-00520974v1
GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions Marion Leleu,Christophe Rigotti,Jean-François Boulicaut,G Euvrard International Workshop on Machine Learning and Data Mining in Pattern Recognition, MLDM'03, Jul 2003, Leipzig, Germany. pp.293-306, ⟨10.1007/3-540-45065-3_26⟩ Communication dans un congrès hal-01588170v1
Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive Repetitions Marion Leleu,Christophe Rigotti,Jean-François Boulicaut,G Euvrard 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD'03, Sep 2003, Cavtat-Dubrovnik, Croatia. pp.303-314, ⟨10.1007/978-3-540-39804-2_28⟩ Communication dans un congrès hal-01588158v1
Finding Interesting Association Rules Using Confidence Variations Artur Bykowski,Thomas Daurel,Nicolas Méger,Christophe Rigotti The International Conference on Computer, Communication and Control Technologies - CCCT'03, Aug 2003, Orlando, United States. pp. 72-84 Communication dans un congrès hal-00521031v1
Association Maps as Integrity Constraints in Inductive Databases Artur Bykowski,Thomas Daurel,Nicolas Méger,Christophe Rigotti The First International Workshop on Inductive Databases, KDID'02, Aug 2002, Helsinki, Finland. ISBN 952-10-0638-2, pp. 61-75 Communication dans un congrès hal-00520976v1
Spreadsheet Generation from Rule-Based Specifications Jean-François Boulicaut,Patrick Marcel,François Pinet,Christophe Rigotti DDLP' 98, 1998, Manchester, United Kingdom. pp.59-70 Communication dans un congrès hal-03752082v1

Poster de conférence (5)

Agent-based models to simulate the COVID-19 epidemic: Understanding the contributions of the determinants of disease spread Simon Pageaud,Anne Eyraud-Loisel,Jean-Pierre Bertoglio,Alexis Bienvenüe,Nicolas Leboisneet al. 44th Conference of the International Society for Clinical Biostatistics (ISCB44), 2023, Milan (Italie), Italy Poster de conférence hal-04819949v1
Semi-supervised learning for tree-based regressors to improve the prediction of the interactions between genes Lisa Chabrier,Anton Crombach,Sergio Peignier,Christophe Rigotti Symposium MaDICS, Jul 2022, Lyon, France Poster de conférence hal-03894314v1
Detecting Anomalies over Message Streams in Railway Communication Systems Lucas Foulon,Serge Fenet,Christophe Rigotti,Denis Jouvin AALTD@ECML/PKDD 2019 - 4th Workshop on Advanced Analytics and Learning on Temporal Data. Poster, Sep 2019, Wurzburg, Germany. pp.1 Poster de conférence hal-02357927v1
A Data Mining Approach to Highlight Relations Between Functional Modules Pierre-Nicolas Mougel,Marc Plantevit,Christophe Rigotti,Olivier Gandrillon,Jean-François Boulicaut IPG (Integrative Post-Genomics), Nov 2010, Lyon, France. pp.1-1, 2010 Poster de conférence hal-01381584v1
New mechanisms of v-ErbA oncogene action revealed by SAGE analysis Corrine Bresson,Céline Keime,Claudine Faure,Yann Letrillard,Ieva Mitasiunaiteet al. Integrative Post-Genomics, IPG'06, Nov 2006, Lyon, France. 2006 Poster de conférence hal-01613844v1

Chapitre d'ouvrage (6)

Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation Lucas Foulon,Christophe Rigotti,Serge Fenet,Denis Jouvin Advances in Knowledge Discovery and Management, 1004, Springer International Publishing, pp.47-61, 2022, Studies in Computational Intelligence, ⟨10.1007/978-3-030-90287-2_3⟩ Chapitre d'ouvrage hal-03881940v1
Satellite Image Time Series: mathematical models for data mining and missing data restoration Nicolas Méger,Edoardo Pasolli,Christophe Rigotti,Emmanuel Trouvé,Farid Melgani Gabriele Moser; Josiane Zerubia. Mathematical Models for Remote Sensing Image Processing, Springer International Publishing, pp.357-398, 2017, 978-3-319-66330-2. ⟨10.1007/978-3-319-66330-2⟩ Chapitre d'ouvrage hal-01567675v1
Using a Solver over the String Pattern Domain to Analyse Gene Promoter Sequences Christophe Rigotti,Ieva Mitasiunaite,Jérémy Besson,Laurene Meyniel,Jean-François Boulicautet al. S. Dzeroski, B. Goethals, and P. Panov. Inductive Databases and Constraint-Based Data Mining, Springer, pp.407-424, 2010 Chapitre d'ouvrage hal-01381544v1
Extracting Trees of Quantitative Serial Episodes Mirco Nanni,Christophe Rigotti S. Dzeroski, J. Struyf. Knowledge Discovery in Inductive Databases : 5th International Workshop, KDID 2006 Berlin, Germany, September 18, 2006 Revised Selected and Invited Papers, 4747, Springer, pp.170-188, 2007, Lecture Notes in Computer Science, LNCS, 978-3-540-75548-7. ⟨10.1007/978-3-540-75549-4_11⟩ Chapitre d'ouvrage hal-01613806v1
A survey on condensed representations for frequent sets Toon Calders,Christophe Rigotti,Jean-François Boulicaut Jean-François Boulicaut, Luc De Raedt, Heikki Mannila. Constraint-based mining and Inductive Databases : European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers, Springer, pp.64-80, 2006, ⟨10.1007/11615576_4⟩ Chapitre d'ouvrage hal-01613469v1
Integrity Constraints over Association Rules Artur Bykowski,Thomas Daurel,Nicolas Méger,Christophe Rigotti Rosa Meo, Pier Luca Lanzi, Mika Klemettinen. Database Support for Data Mining Applications, Springer, pp.306-325, 2004, Lecture Notes in Computer Science, ⟨10.1007/b99016⟩ Chapitre d'ouvrage hal-00494639v1

Rapport (7)

Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences Nicolas Méger,Tuan Nguyen,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvé 2024-1, Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance (LISTIC) - Polytech Annecy-Chambéry. 2024, pp.85 Rapport (rapport de recherche) hal-04472843v1
Lessons learnt from the use of compartmental models over the COVID-19 induced lockdown in France Romain Gauchon,Nicolas Ponthus,Catherine Pothier,Christophe Rigotti,Vitaly Volpertet al. [Research Report] Université Lyon 1; Ecole Centrale de Lyon; INSA Lyon. 2021, p. 39 Rapport (rapport de recherche) hal-03341704v1
Adapting French COVID-19 vaccination campaign duration to variant dissemination Simon Pageaud,Nicolas Ponthus,Romain Gauchon,Catherine Pothier,Christophe Rigottiet al. [Research Report] Université Lyon 1; Ecole Centrale de Lyon; INSA Lyon. 2021, p. 24 Rapport (rapport de recherche) hal-03294952v1
Piecewise estimation of R0 by a simple SEIR model. Application to COVID-19 in French regions and departments until June 30, 2020 Stéphane Derrode,Romain Gauchon,Nicolas Ponthus,Christophe Rigotti,Catherine Pothieret al. [Research Report] LIRIS UMR CNRS 5205; Ecole centrale de lyon; INSA LYON; Université Lyon 1 - Claude Bernard. 2020 Rapport (rapport de recherche) hal-02910202v2
EvoEvo Deliverable 5.2 Guillaume Beslon,Jonas Abernot,Sergio Peignier,Christophe Rigotti [Research Report] INRIA Grenoble - Rhône-Alpes. 2016 Rapport (rapport de recherche) hal-01577180v1
EvoEvo Deliverable 6.8 Guillaume Beslon,Jonas Abernot,Santiago F. Elena,Dominique Schneider,Paulien Hogeweget al. [Research Report] INRIA Grenoble - Rhône-Alpes. 2016 Rapport (rapport de recherche) hal-01577187v1
EvoEvo Deliverable 5.1 Guillaume Beslon,Jonas Abernot,Sergio Peignier,Christophe Rigotti [Research Report] INRIA Grenoble - Rhône-Alpes. 2016 Rapport (rapport de recherche) hal-01577177v1