Christophe Rigotti
Associate Professor (HDR)
Team(s) | Beagle, DM2L |
Institution | Institut National des Sciences Appliquées de Lyon |
Location | Blaise Pascal (INSA) |
christophe.rigotti at liris.cnrs.fr | |
Professional phone number | |
Personal page | https://perso.liris.cnrs.fr/crigotti |
Publications (IdHAL : christophe-rigotti)
Publications LIRIS pour Christophe Rigotti (85)
- 2024 (6)
- Journals (1)
- International journals with peer review (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Effective pruning for top-k feature search on the basis of SHAP values". IEEE Access, vol. 12, pp. 163079-163092. doi : 10.1109/ACCESS.2024.3489958. HAL : hal-04549416. .
- Conferences (4)
- International conferences with peer review (3)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data". IEEE 12th Data Mining in Biomedical Informatics and Healthcare Workshop (DMBIH'24), Abu Dhabi (United Arab Emirates), p. 10. HAL : hal-04808464. .
- Catherine Pothier, Estelle Neyrinck, Cécile Lasserre, Baptiste Rousset, Christophe Rigotti, Marie-Pierre Doin & Philippe Durand (2024). "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". 6th Symposium on Measurement of Earth surface Deformations with Earth Observation (MDIS'24), Orléans (France), p. 2. HAL : hal-04808572. .
- Ruggero Pensa, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Combining SHAP-driven Co-clustering and Shallow Decision Trees to Explain XGBoost". 27th International Conference Discovery Science (DS'24), Pise (Italy), pp. 1-16. HAL : hal-04809871. .
- Other conferences (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Unraveling regulatory associations using explainable AI". Journée GT Machine learning pour la génomique LEGO à JOBIM 2024, 25 juin 2024, Toulouse (France). HAL : hal-04783821.
- Reports (1)
- Research reports/tecnical reports (1)
- Nicolas Méger, Tuan Nguyen, Christophe Rigotti, Catherine Pothier & Emmanuel Trouvé (2024). "Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences". Research report, #2024-1. p. 85. URL: https://sites.google.com/view/cisp-prototype. HAL : hal-04472843. .
- 2023 (1)
- Others (1)
- Simon Pageaud, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, Nicolas Leboisne, Catherine Pothier, Christophe Rigotti, Nicolas Ponthus, Romain Gauchon et al. (2023). "Agent-based models to simulate the COVID-19 epidemic: Understanding the contributions of the determinants of disease spread". 44th Conference of the International Society for Clinical Biostatistics (ISCB44), Milan (Italie) (Italy). Poster. HAL : hal-04819949.
- 2022 (3)
- Journals (1)
- International journals with peer review (1)
- Simon Pageaud, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, Nicolas Leboisne, Catherine Pothier, Christophe Rigotti, Nicolas Ponthus, Romain Gauchon et al. (2022). "Predicted Impacts of Booster, Immunity Decline, Vaccination Strategies, and Non-Pharmaceutical Interventions on COVID-19 Outcomes in France". Vaccines, vol. 10, #12, p. 2033. doi : 10.3390/vaccines10122033. HAL : hal-03883673. .
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Lucas Foulon, Christophe Rigotti, Serge Fenet & Denis Jouvin (2022). "Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation". Advances in Knowledge Discovery and Management, Springer International Publishing, pp. 47-61. doi : 10.1007/978-3-030-90287-2_3. HAL : hal-03881940.
- Others (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2022). "Semi-supervised learning for tree-based regressors to improve the prediction of the interactions between genes". Symposium MaDICS, 11 juillet 2022, Lyon (France). Poster. HAL : hal-03894314. .
- 2021 (5)
- Journals (1)
- International journals with peer review (1)
- Simon Pageaud, Catherine Pothier, Christophe Rigotti, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, Nicolas Leboisne, Nicolas Ponthus, Romain Gauchon et al. (2021). "Expected Evolution of COVID-19 Epidemic in France for Several Combinations of Vaccination Strategies and Barrier Measures". Vaccines, vol. 9, #12, p. 1462. doi : 10.3390/vaccines9121462. HAL : hal-03482342. .
- Conferences (2)
- National conferences with peer review (2)
- Nadia Bennani, Sylvie Cazalens, Vincent Cheutet, Claire Leschi, Odyssée Merveille, Camille Moriot, Delphine Muller, Timothée Pecatte, Catherine Pothier et al. (2021). "Apprivoiser l'hétérogénéité en informatique 1ère année". COLLOQINSA 2021 - 7e Colloque pédagogie et formation, 21 mai 2021, Valenciennes (France), pp. 1-6. HAL : hal-03230531. .
- Noëlie Debs, Sergio Peignier, Clément Douarre, Théo Jourdan, Christophe Rigotti & Carole Frindel (2021). "Apprendre l'apprentissage automatique : un retour d'expérience". CETSIS 2021 - Colloque de l'Enseignement des Technologies et des Sciences de l'Information et des Systèmes, 10 juin 2021, Valenciennes (France), pp. 1-5. HAL : hal-03341954. .
- Reports (2)
- Research reports/tecnical reports (2)
- Simon Pageaud, Nicolas Ponthus, Romain Gauchon, Catherine Pothier, Christophe Rigotti, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, François Gueyffier et al. (2021). "Adapting French COVID-19 vaccination campaign duration to variant dissemination". Research report. p. 24. HAL : hal-03294952. .
- Romain Gauchon, Nicolas Ponthus, Catherine Pothier, Christophe Rigotti, Vitaly Volpert, Stéphane Derrode, Jean-Pierre Bertoglio, Alexis Bienvenüe, Pierre-Olivier Goffard et al. (2021). "Lessons learnt from the use of compartmental models over the COVID-19 induced lockdown in France". Research report. p. 39. HAL : hal-03341704. .
- 2020 (3)
- Journals (1)
- International journals with peer review (1)
- Sergio Peignier, Christophe Rigotti & Guillaume Beslon (2020). "Evolutionary Subspace Clustering Using Variable Genome Length". Computational Intelligence, vol. 36, #2, pp. 574-612. doi : 10.1111/coin.12254. HAL : hal-02405598. .
- Conferences (1)
- International conferences with peer review (1)
- Juan Gregorio Rejas, Catherine Pothier, Christophe Rigotti, Nicolas Méger, I. Vasquez, O. C. Rotunno, J. Bonatti & H. Barbosa (2020). "Studying Evolution of Hydrothermal Alteration Materials in the Turrialba Volcano through Multispectral and Hyperspectral Images". International Society for Photogrammetry and Remote Sensing Congress, Nice (France), 6 pages. doi : 10.5194/isprs-archives-XLIII-B2-2020-1259-2020. HAL : hal-03091306.
- Reports (1)
- Research reports/tecnical reports (1)
- Stéphane Derrode, Romain Gauchon, Nicolas Ponthus, Christophe Rigotti, Catherine Pothier, Vitaly Volpert, Stéphane Loisel, Jean-Pierre Bertoglio & Pascal Roy (2020). "Piecewise estimation of R0 by a simple SEIR model. Application to COVID-19 in French regions and departments until June 30, 2020". Research report. HAL : hal-02910202. .
- 2019 (5)
- Journals (1)
- International journals with peer review (1)
- Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andréoli, Marie-Pierre Doin & Mihai Datcu (2019). "Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring". Data Mining and Knowledge Discovery, vol. 33, #1, pp. 131-167. doi : 10.1007/s10618-018-0591-9. HAL : hal-01898015. .
- Conferences (3)
- International conferences with peer review (2)
- Lucas Foulon, Serge Fenet, Christophe Rigotti & Denis Jouvin (2019). "Scoring Message Stream Anomalies in Railway Communication Systems". LMID 2019 - IEEE Workshop on Learning and Mining with Industrial Data, 11 novembre 2019, Beijing (China), pp. 1-8. doi : 10.1109/ICDMW.2019.00114. HAL : hal-02357924. .
- Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen & Emmanuel Trouvé (2019). "A pattern-based mining system for exploring Displacement Field Time Series". 19th IEEE International Conference on Data Mining (ICDM) Demo, 11 novembre 2019, Beijing (China), pp. 1110-1113. doi : 10.1109/ICDMW.2019.00165. HAL : hal-02361793. .
- National conferences with peer review (1)
- Lucas Foulon, Christophe Rigotti, Serge Fenet & Denis Jouvin (2019). "Approximation du score CFOF de détection d’anomalie dans un arbre d’indexation iSAX : Application au contexte SI de la SNCF". EGC 2019 - 19ème Conférence francophone sur l'Extraction et la Gestion des Connaissances, 25 janvier 2019, Metz (France), pp. 1-12. HAL : hal-02019035. .
- Others (1)
- Lucas Foulon, Serge Fenet, Christophe Rigotti & Denis Jouvin (2019). "Detecting Anomalies over Message Streams in Railway Communication Systems". AALTD@ECML/PKDD 2019 - 4th Workshop on Advanced Analytics and Learning on Temporal Data. Poster, 20 septembre 2019, Wurzburg (Germany). Poster. HAL : hal-02357927. .
- 2018 (3)
- Journals (1)
- International journals with peer review (1)
- Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen & Jean-Louis Mugnier (2018). "A pattern-based method for handling confidence measures while mining satellite displacement field time series. Application to Greenland ice sheet and Alpine glaciers". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, #11, pp. 4390-4402. doi : 10.1109/JSTARS.2018.2874499. HAL : hal-01912708. .
- Conferences (2)
- International conferences with peer review (2)
- Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé & Jean-Louis Mugnier (2018). "Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers". IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, 27 juillet 2018, Valencia (Spain), pp. 4213-4216. HAL : hal-01868749. .
- Sergio Peignier, Christophe Rigotti, Anthony Rossi & Guillaume Beslon (2018). "Weight-based search to find clusters around medians in subspaces". SAC 2018 - ACM Symposium On Applied Computing, 13 avril 2018, Pau (France), pp. 1-10. HAL : hal-01869974. .
- 2017 (5)
- Journals (1)
- International journals with peer review (1)
- Jonas Abernot, Guillaume Beslon, Simon Hickinbotham, Sergio Peignier & Christophe Rigotti (2017). "Evolving Instrument Based on Symbiont-Host Metaphor: a Commensal Computation". Journal of Creative Music Systems, vol. 2, #1, pp. 1-10. doi : 10.5920/JCMS.2017.11. HAL : hal-01596573. .
- Conferences (3)
- International conferences with peer review (2)
- Sergio Peignier, Jonas Abernot, Christophe Rigotti & Guillaume Beslon (2017). "EvoMove: Evolutionary-based living musical companion". European Conference on Artificial Life (ECAL), 8 septembre 2017, Villeurbanne (France), pp. 1-8. HAL : hal-01569091. .
- Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé & Noel Gourmelen (2017). "Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers". 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 29 septembre 2017, Brugge (Belgium), pp. 1-4. doi : 10.1109/Multi-Temp.2017.8035228. HAL : hal-01591461.
- National conferences with peer review (1)
- Elodie Scholastique, Catherine Pothier, Louis Vinet, Christophe Rigotti & Nicole Bouillod (2017). "3D Geomodelling Contribution to the Mapping of Gravitational Hazards on the Hill of Croix-Rousse". Journées Aléas Gravitaires (JAG), 25 octobre 2017, Besançon (France), pp. 1-4. HAL : hal-01596585. .
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Nicolas Méger, Edoardo Pasolli, Christophe Rigotti, Emmanuel Trouvé & Farid Melgani (2017). "Satellite Image Time Series: mathematical models for data mining and missing data restoration". Mathematical Models for Remote Sensing Image Processing, Gabriele Moser, Josiane Zerubia, Springer International Publishing, pp. 357-398. doi : 10.1007/978-3-319-66330-2. HAL : hal-01567675.
- 2016 (7)
- Conferences (4)
- International conferences with peer review (3)
- Jonas Abernot, Guillaume Beslon, Simon Hickinbotham, Sergio Peignier & Christophe Rigotti (2016). "A Commensal Architecture for Evolving Living Instruments". Conference on Computer Simulation of Musical Creativity, 19 juin 2016, Huddersfield (United Kingdom), pp. 1-8. HAL : hal-01368034.
- Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier & Rémi Andréoli (2016). "SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Demo, 23 septembre 2016, Riva del Garda (Italy), pp. 63-66. doi : 10.1007/978-3-319-46131-1_14. HAL : hal-01367996.
- Youen Pericault, Catherine Pothier, Nicolas Méger, Emmanuel Trouvé, Flavien Vernier, Christophe Rigotti & Jean-Philippe Malet (2016). "Grouped frequent sequential patterns derived from terrestrial image time series tomonitor landslide behaviour – Application to the dynamics of the Sanières/Roche Plombée rockslide.". Geophysical Research Abstracts - EGU General Assembly 2016, 22 avril 2016, Vienna (Austria), pp. 1-1. HAL : hal-01306556.
- National conferences with peer review (1)
- Catherine Pothier, Rémi Andréoli, Nicolas Méger & Christophe Rigotti (2016). "Suivi de l'érosion par imagerie satellite et fouille de données spatio-temporelles". Journées Nationales de Géotechnique et de Géologie de l'Ingénieur, 8 juillet 2016, Nancy (France), pp. 1-8. HAL : hal-01367992.
- Reports (3)
- Research reports/tecnical reports (3)
- Guillaume Beslon, Jonas Abernot, Sergio Peignier & Christophe Rigotti (2016). "EvoEvo Deliverable 5.2". Research report. HAL : hal-01577180. .
- Guillaume Beslon, Jonas Abernot, Santiago F. Elena, Dominique Schneider, Paulien Hogeweg, Susan Stepney & Christophe Rigotti (2016). "EvoEvo Deliverable 6.8". Research report. HAL : hal-01577187. .
- Guillaume Beslon, Jonas Abernot, Sergio Peignier & Christophe Rigotti (2016). "EvoEvo Deliverable 5.1". Research report. HAL : hal-01577177. .
- 2015 (8)
- Journals (2)
- International journals with peer review (2)
- Cyril Langlois, Thierry Douillard, Hui Yuan, Nicholas Blanchard, Armel Descamps-Mandine, Bertrand Van De Moortèle, Christophe Rigotti & Thierry Epicier (2015). "Crystal orientation mapping via ion channeling: An alternative to EBSD". Ultramicroscopy, vol. 157, pp. 65-72. doi : 10.1016/j.ultramic.2015.05.023. HAL : hal-01226846. .
- Peggy Cellier, Thierry Charnois, Marc Plantevit, Christophe Rigotti, Bruno Crémilleux, Olivier Gandrillon, Jiri Klema & Jean-Luc Manguin (2015). "Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts". Journal of Biomedical Semantics, vol. 6, pp. 1-27. doi : 10.1186/s13326-015-0023-3. HAL : hal-01192959.
- Conferences (6)
- International conferences with peer review (6)
- Youen Pericault, Catherine Pothier, Nicolas Meger, Christophe Rigotti, Flavien Vernier, Ha-Tai Pham & Emmanuel Trouvé (2015). "A swap randomization approach for mining motion field time series over the Argentiere glacier". 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp), 24 juillet 2015, Annecy (France), pp. 1-4. doi : 10.1109/Multi-Temp.2015.7245757. HAL : hal-01237206.
- Sergio Peignier, Christophe Rigotti & Guillaume Beslon (2015). "Subspace Clustering for all Seasons". EvoEvo Workshop (satellite workshop of ECAL 2015), 24 juillet 2015, york (United Kingdom), pp. 1-3. HAL : hal-01252793. .
- Sergio Peignier, Christophe Rigotti & Guillaume Beslon (2015). "Subspace Clustering Using Evolvable Genome Structure". Genetic and Evolutionary Computation Conference (GECCO), 11 juillet 2015, Madrid (Spain), pp. 575-582. HAL : hal-01199136.
- Cyril Langlois, Thierry Douillard, Hui Yuan, Nicholas Blanchard, Armel Descamps-Mandine, Bertrand Van De Moortèle, Christophe Rigotti, Thierry Epicier & Sébastien Dubail (2015). "Crystal Orientation Mapping using ion image series: iCHORD". EUROMAT, 20 septembre 2015, Warsaw (Poland). HAL : hal-02066188.
- Cyril Langlois, Thierry Douillard, Hui Yuan, Nicholas Blanchard, Armel Descamps-Mandine, Bertrand Van De Moortèle, Christophe Rigotti & Thierry Epicier (2015). "Crystal orientation mapping via ion channeling: an alternative to EBSD". Microscience Microscopy Congress 2015, 25 juin 2015, Manchester (United Kingdom). HAL : hal-02066168.
- Nicolas Méger, Christophe Rigotti & Catherine Pothier (2015). "Swap Randomization of Bases of Sequences for Mining Satellite Image Time Series". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 11 septembre 2015, Porto (Portugal), pp. 190-205. HAL : hal-01200674.
- 2014 (3)
- Journals (1)
- International journals with peer review (1)
- Pierre-Nicolas Mougel, Christophe Rigotti, Marc Plantevit & Olivier Gandrillon (2014). "Finding maximal homogeneous clique sets". Knowledge and Information Systems (KAIS), vol. 39, #3, pp. 579-608. doi : 10.1007/s10115-013-0625-y. HAL : hal-00827164.
- Conferences (2)
- International conferences with peer review (1)
- Felicity Lodge, Nicolas Meger, Christophe Rigotti, Catherine Pothier & Marie-Pierre Doin (2014). "Iterative Summarization of Satellite Image Time Series". IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Québec (Canada), pp. 1-4. HAL : hal-01091940.
- National conferences with peer review (1)
- Christophe Rigotti, Felicity Lodge, Nicolas Méger, Catherine Pothier, Romain Jolivet & Cécile Lasserre (2014). "Monitoring of Tectonic Deformation by Mining Satellite Image Time Series". Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, 4 juillet 2014, Rouen (France), pp. 1-6. HAL : hal-00988907. .
- 2013 (2)
- Conferences (2)
- National conferences with peer review (2)
- Christophe Rigotti, Nicolas Meger, Felicity Lodge & Catherine Pothier (2013). "Fouille de données spatio-temporelles appliquée aux séries d'images satellite". Cité des Sciences et de l'Industrie - Rencontres du Numérique de l'ANR, 17 avril 2013, Paris (France). HAL : hal-01339286.
- Felicity Lodge, Nicolas Meger, Christophe Rigotti, Lionel Gueguen, Catherine Pothier, Remi Andreoli, Marie-Pierre Doin & Mihai Datcu (2013). "GFS-pattern extraction in satellite image time series: application to the monitoring of Mount Etna". Atelier Mesure de Déformations par Imagerie Spatiale, 17 octobre 2013, Autrans (France), pp. 1-1. HAL : hal-01339287.
- 2012 (4)
- Journals (1)
- International journals with peer review (1)
- Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Romain Jolivet & Philippe Bolon (2012). "Efficient Spatiotemporal Mining of Satellite Image Time Series for Agricultural Monitoring". Transactions on Machine Learning and Data Mining, vol. 5, #1, pp. 23-44. HAL : hal-00702433.
- Conferences (3)
- International conferences with peer review (3)
- Pierre-Nicolas Mougel, Christophe Rigotti & Olivier Gandrillon (2012). "Finding Collections of k-Clique Percolated Components in Attributed Graphs". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Kuala Lumpur (Malaysia), pp. 181-192. HAL : hal-00758843.
- Pierre-Nicolas Mougel, Christophe Rigotti & Olivier Gandrillon (2012). "Finding Collections of Protein Modules in Protein-Protein Interaction Networks". Bioinformatics and Computational Biology (BICoB), Las Vegas (United States of America), pp. 216-222. HAL : hal-00758858.
- Nicolas Meger, Christophe Rigotti, Lionel Gueguen, Felicity Lodge, Catherine Pothier, Remi Andreoli & Mihai Datcu (2012). "Normalized Mutual Information-Based Ranking of Spatio-Temporal Localization Maps". 8th European Spatial Agency (ESA) - EUSC - JRC Conference on Image Information Mining, 24 octobre 2012, Oberpfaffenhofen (Germany), pp. 11-14. HAL : hal-01353105.
- 2011 (5)
- Journals (1)
- International journals with peer review (1)
- Andreea Julea, Nicolas Méger, Philippe Bolon, Christophe Rigotti, Marie-Pierre Doin, Cécile Lasserre, Emmanuel Trouvé & Vasile N. Lazarescu (2011). "Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns". IEEE Transactions on Geoscience and Remote Sensing, vol. 49, #4, pp. 1417-1430. doi : 10.1109/TGRS.2010.2081372. HAL : hal-00596806.
- Conferences (4)
- International conferences with peer review (3)
- Andreea Julea, Fernanda Ledo, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon, Christophe Rigotti, Renaud Fallourd, Jean-Marie Nicolas, Gabriel Vasile et al. (2011). "Polsar Radarsat-2 Satellite Image Time Series Mining Over the Chamonix Mont-Blanc Test Site". IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, 29 juillet 2011, Vancouver (Canada), pp 1191-1194. HAL : hal-00620881.
- Nicolas Méger, Romain Jolivet, Cécile Lasserre, Emmanuel Trouvé, Christophe Rigotti, Felicity Lodge, M. P. Doin, Stéphane Guillaso, Andreea Julea & Philippe Bolon (2011). "Spatio-Temporal Mining of ENVISAT SAR Interferogram Time Series over the Haiyuan Fault in China". 2011 6th International Workshop on the Analysis of Multi-temporal Remote Sensing Images (Multi-Temp), 14 juillet 2011, Trento (Italy), 10.1109/Multi-Temp.2011.6005067. doi : 10.1109/Multi-Temp.2011.6005067. HAL : hal-00621236.
- Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Philippe Bolon & Vasile Lazarescu (2011). "Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring". 11th Industrial Conference on Data Mining ICDM 2011, 3 septembre 2011, New-York (United States of America), pp. 189-203. doi : 10.1007/978-3-642-23184-1_15. HAL : hal-00620882.
- National conferences with peer review (1)
- Pierre-Nicolas Mougel, Marc Plantevit, Christophe Rigotti, Olivier Gandrillon & Jean-François Boulicaut (2011). "Extraction sous Contraintes d'Ensembles de Cliques Homogènes". 11eme Conference Francophone sur l'Extraction et la Gestion des Connaissances (EGC'11), Brest (France), pp. 1-12. HAL : hal-00744808.
- 2010 (7)
- Journals (1)
- International journals with peer review (1)
- Guillaume Beslon, David P. Parsons, Jose-Maria Pena, Christophe Rigotti & Yolanda Sanchez-Dehesa (2010). "From Digital Genetics to Knowledge Discovery: Perspectives in Genetic Network Understanding". Intelligent Data Analysis, vol. 14, #2, pp. 173-191. doi : 10.3233/IDA-2010-0415. HAL : hal-00697024.
- Conferences (4)
- International conferences with peer review (4)
- Andreea Julea, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon, Christophe Rigotti, Renaud Fallourd, Jean-Marie Nicolas, Gabriel Vasile, Michel Gay et al. (2010). "Spatio-Temporal Mining of PolSAR Satellite Image Time Series". The 2010 European Space Agency Living Planet Symposium, 2 juillet 2010, Bergen (Norway), p. 6. HAL : hal-00504655.
- Andreea Julea, Nicolas Méger, Christophe Rigotti, M. -P. Doin, Cécile Lasserre, Emmanuel Trouvé, Philippe Bolon & Vasile Lazarescu (2010). "Extraction of Frequent Grouped Sequential Patterns from Satellite Image Time Series". IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010., 30 juillet 2010, Honolulu (United States of America), p. 4. HAL : hal-00520601.
- Claire Leschi, Noel Lucas & Christophe Rigotti (2010). "Mining episode rules in STULONG dataset". In Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'04), Discovery Challenge, - 24 septembre 2010, Pisa (Italy), pp. 33-45. HAL : hal-00520974.
- Pierre-Nicolas Mougel, Marc Plantevit, Christophe Rigotti, Olivier Gandrillon & Jean-François Boulicaut (2010). "Constraint-Based Mining of Sets of Cliques Sharing Vertex Properties". Workshop on Analysis of Complex NEtworks ACNE'10 co-located with ECML PKDD 2010, 20 septembre 2010, Barcelona (Spain), pp. 48-62. HAL : hal-01381539.
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Christophe Rigotti, Ieva Mitasiunaite, Jérémy Besson, Laurene Meyniel, Jean-François Boulicaut & Olivier Gandrillon (2010). "Using a Solver over the String Pattern Domain to Analyse Gene Promoter Sequences". Inductive Databases and Constraint-Based Data Mining, S. Dzeroski, B. Goethals, and P. Panov, Springer, pp. 407-424. HAL : hal-01381544.
- Others (1)
- Pierre-Nicolas Mougel, Marc Plantevit, Christophe Rigotti, Olivier Gandrillon & Jean-François Boulicaut (2010). "A Data Mining Approach to Highlight Relations Between Functional Modules". IPG (Integrative Post-Genomics), 25 novembre 2010, Lyon (France). Poster. HAL : hal-01381584.
- 2009 (3)
- Journals (3)
- International journals with peer review (3)
- Thierry Charnois, Marc Plantevit, Christophe Rigotti & Bruno Crémilleux (2009). "Fouille de données séquentielles pour l'extraction d'information dans les textes". Revue TAL : traitement automatique des langues, pp. 59-87. HAL : hal-01011618. .
- Marc Plantevit, Thierry Charnois, Jiri Kléma, Christophe Rigotti & Bruno Crémilleux (2009). "Combining Sequence and Itemset Mining to Discover Named Entities in Biomedical Texts: A New Type of Pattern". International Journal of Data Mining, Modelling and Management, vol. 1, #2, pp. 119-148. doi : 10.1504/IJDMMM.2009.026073. HAL : hal-01011378. .
- Ieva Mitasiŭnaite, Christophe Rigotti, Stéphane Schicklin, Laurène Meyniel, Jean-François Boulicaut & Olivier Gandrillon (2009). "Extracting signature motifs from promoter sets of differentially expressed genes.". In Silico Biology, vol. 9, 1-2, S17-39. HAL : hal-00425130.
- 2008 (1)
- Conferences (1)
- International conferences with peer review (1)
- Jérémy Besson, Christophe Rigotti, Ieva Mitasiunaite & Jean-François Boulicaut (2008). "Parameter Tuning for Differential Mining of String Patterns". 2nd International Workshop on Domain Driven Data Mining DDDM'08 co-located with ICDM'08, 15 décembre 2008, Pise (Italy), pp. 77-86. HAL : hal-01501294.
- 2007 (1)
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Mirco Nanni & Christophe Rigotti (2007). "Extracting Trees of Quantitative Serial Episodes". Knowledge Discovery in Inductive Databases : 5th International Workshop, KDID 2006 Berlin, Germany, September 18, 2006 Revised Selected and Invited Papers, S. Dzeroski, J. Struyf, Springer, pp. 170-188. doi : 10.1007/978-3-540-75549-4_11. HAL : hal-01613806.
- 2006 (3)
- Conferences (1)
- International conferences with peer review (1)
- Mirco Nanni & Christophe Rigotti (2006). "Quantitative Episode Trees". 5th International Workshop on Knowledge Discovery in Inductive Databases KDID'06 co-located with ECML PKDD 2006, 18 septembre 2006, Berlin (Germany), pp. 95-106. HAL : hal-01613789.
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Toon Calders, Christophe Rigotti & Jean-François Boulicaut (2006). "A survey on condensed representations for frequent sets". Constraint-based mining and Inductive Databases : European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers, Jean-François Boulicaut, Luc De Raedt, Heikki Mannila, Springer, pp. 64-80. doi : 10.1007/11615576_4. HAL : hal-01613469.
- Others (1)
- Corrine Bresson, Céline Keime, Claudine Faure, Yann Letrillard, Ieva Mitasiunaite, Christophe Rigotti, Jean-François Boulicaut, Amel Bendjeladi, Najate Benhra et al. (2006). "New mechanisms of v-ErbA oncogene action revealed by SAGE analysis". Integrative Post-Genomics, IPG'06, 1 décembre 2006, Lyon (France). Poster. HAL : hal-01613844.
- 2005 (1)
- Journals (1)
- International journals with peer review (1)
- Slim Abdennadher & Christophe Rigotti (2005). "Automatic Generation of CHR Constraint Solvers". Journal of Theory and Practice of Logic Programming, TPLP, vol. 5, pp. 403-418. doi : 10.1017/S1471068405002371. HAL : hal-01596318.
- 2004 (4)
- Journals (2)
- International journals with peer review (1)
- Slim Abdennadher & Christophe Rigotti (2004). "Automatic Generation of Rule-Based Constraint Solvers over Finite Domains". ACM Transactions on Computational Logic, vol. 5, pp. 117-205. doi : 10.1145/976706.976707. HAL : hal-01596109.
- National journals with peer review (1)
- Marion Leleu, Nicolas Méger & Christophe Rigotti (2004). "Extraction de Motifs Séquentiels Fréquents sous Contraintes dans des Données Contenant des Répétitions Consécutives". Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, pp. 133-159. HAL : hal-00494640.
- Conferences (1)
- International conferences with peer review (1)
- Nicolas Méger & Christophe Rigotti (2004). "Constraint-based Mining of Episode Rules and Optimal Window Sizes". 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, 24 septembre 2004, Pisa (Italy), pp. 313-324. HAL : hal-00494637.
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Artur Bykowski, Thomas Daurel, Nicolas Méger & Christophe Rigotti (2004). "Integrity Constraints over Association Rules". Database Support for Data Mining Applications, Rosa Meo, Pier Luca Lanzi, Mika Klemettinen, Springer, pp. 306-325. doi : 10.1007/b99016. HAL : hal-00494639.
- 2003 (5)
- Journals (2)
- International journals with peer review (2)
- Jean-François Boulicaut, Artur Bykowski & Christophe Rigotti (2003). "Free-Sets: a Condensed Representation of Boolean Data for the Approximation of Frequency Queries". Data Mining and Knowledge Discovery, vol. 7, #1, pp. 5-22. doi : 10.1023/A:1021571501451. HAL : hal-01503814.
- Artur Bykowski & Christophe Rigotti (2003). "DBC : a Condensed Representation of Frequent Patterns for Efficient Mining". Information Systems, vol. 28, pp. 949-977. doi : 10.1016/S0306-4379(03)00002-4. HAL : hal-01593569.
- Conferences (3)
- International conferences with peer review (3)
- Marion Leleu, Christophe Rigotti, Jean-François Boulicaut & G Euvrard (2003). "Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive Repetitions". 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD'03, 26 septembre 2003, Cavtat-Dubrovnik (Croatia), pp. 303-314. doi : 10.1007/978-3-540-39804-2_28. HAL : hal-01588158.
- Artur Bykowski, Thomas Daurel, Nicolas Méger & Christophe Rigotti (2003). "Finding Interesting Association Rules Using Confidence Variations". The International Conference on Computer, Communication and Control Technologies - CCCT'03, 12 septembre 2003, Orlando (United States of America), pp. 72-84. HAL : hal-00521031.
- Marion Leleu, Christophe Rigotti, Jean-François Boulicaut & G Euvrard (2003). "GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions". International Workshop on Machine Learning and Data Mining in Pattern Recognition, MLDM'03, 7 juillet 2003, Leipzig (Germany), pp. 293-306. doi : 10.1007/3-540-45065-3_26. HAL : hal-01588170.
Publications hors LIRIS
Publications hors LIRIS pour Christophe Rigotti (2)
- 2002 (1)
- Conferences (1)
- International conferences with peer review (1)
- Artur Bykowski, Thomas Daurel, Nicolas Méger & Christophe Rigotti (2002). "Association Maps as Integrity Constraints in Inductive Databases". The First International Workshop on Inductive Databases, KDID'02, 23 août 2002, Helsinki (Finland), ISBN 952-10-0638-2, pp. 61-75. HAL : hal-00520976.
- 1998 (1)
- Conferences (1)
- International conferences with peer review (1)
- Jean-François Boulicaut, Patrick Marcel, François Pinet & Christophe Rigotti (1998). "Spreadsheet Generation from Rule-Based Specifications". DDLP' 98, Manchester (United Kingdom), pp. 59-70. HAL : hal-03752082.