Christophe Rigotti

73 papers A* 2A 3B 1C 8Misc 1Journal 21Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance. Mach. Learn. Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti
2025	—	`conf`	Re_actShap : détection de rebranchements des réseaux de régulation d'expression génique à l'aide des valeurs SHAP. EGC Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024	—	`conf`	Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost. DS (1) Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024	—	`conf`	Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data. ICDM (Workshops) Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024	J	`jnl`	Effective Pruning for Top-k Feature Search on the Basis of SHAP Values. IEEE Access Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti
2020	J	`jnl`	Evolutionary subspace clustering using variable genome length. Comput. Intell. Sergio Peignier, Christophe Rigotti, Guillaume Beslon
2019	—	`conf`	A Pattern-Based Mining System for Exploring Displacement Field Time Series. ICDM Workshops Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen, Emmanuel Trouvé
2019	—	`conf`	Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation. EGC (best of volume) Lucas Foulon, Christophe Rigotti, Serge Fenet, Denis Jouvin
2019	—	`conf`	Approximation du score CFOF de détection d'anomalie dans un arbre d'indexation iSAX : Application au contexte SI de la SNCF. EGC Lucas Foulon, Christophe Rigotti, Serge Fenet, Denis Jouvin
2019	J	`jnl`	Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Min. Knowl. Discov. Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu
2019	—	`conf`	Scoring Message Stream Anomalies in Railway Communication Systems. ICDM Workshops Lucas Foulon, Serge Fenet, Christophe Rigotti, Denis Jouvin
2018	J	`jnl`	A Pattern-Based Method For Handling Confidence Measures While Mining Satellite Displacement Field Time Series: Application to Greenland Ice Sheet and Alpine Glaciers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen, Jean-Louis Mugnier
2018	C	`conf`	Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers. IGARSS Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Jean-Louis Mugnier
2018	Misc	`conf`	Weight-based search to find clusters around medians in subspaces. SAC Sergio Peignier, Christophe Rigotti, Anthony Rossi, Guillaume Beslon
2017	—	`conf`	EvoMove: Evolutionary-based living musical companion. ECAL Sergio Peignier, Jonas Abernot, Christophe Rigotti, Guillaume Beslon
2017	—	`conf`	Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers. MultiTemp Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen
2016	—	`conf`	SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series. ECML/PKDD (3) Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Rémi Andreoli
2015	—	`conf`	A swap randomization approach for mining motion field time series over the Argentiere glacier. MultiTemp Youen Pericault, Catherine Pothier, Nicolas Méger, Christophe Rigotti, Flavien Vernier, Ha Thai Pham, Emmanuel Trouvé
2015	J	`jnl`	Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts. J. Biomed. Semant. Peggy Cellier, Thierry Charnois, Marc Plantevit, Christophe Rigotti, Bruno Crémilleux, Olivier Gandrillon, Jirí Kléma, Jean-Luc Manguin
2015	A	`conf`	Subspace Clustering Using Evolvable Genome Structure. GECCO Sergio Peignier, Christophe Rigotti, Guillaume Beslon
2015	—	`conf`	Swap Randomization of Bases of Sequences for Mining Satellite Image Times Series. ECML/PKDD (2) Nicolas Méger, Christophe Rigotti, Catherine Pothier
2014	J	`jnl`	Finding maximal homogeneous clique sets. Knowl. Inf. Syst. Pierre-Nicolas Mougel, Christophe Rigotti, Marc Plantevit, Olivier Gandrillon
2014	C	`conf`	Iterative summarization of satellite image time series. IGARSS Felicity Lodge, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Marie-Pierre Doin
2012	J	`jnl`	Efficient Spatio-temporal Mining of Satellite Image Time Series for Agricultural Monitoring. Trans. Mach. Learn. Data Min. Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Romain Jolivet, Philippe Bolon
2012	—	`conf`	Finding Collections of k-Clique Percolated Components in Attributed Graphs. PAKDD (2) Pierre-Nicolas Mougel, Christophe Rigotti, Olivier Gandrillon
2011	—	`conf`	Extraction sous contraintes d'ensembles de cliques homogènes. EGC Pierre-Nicolas Mougel, Marc Plantevit, Christophe Rigotti, Olivier Gandrillon, Jean-François Boulicaut
2011	A*	`conf`	Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring. ICDM Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Philippe Bolon, Vasile Lazarescu
2011	C	`conf`	Polsar RADARSAT-2 Satellite Image Time Series mining over the Chamonix Mont-Blanc test site. IGARSS Andreea Julea, Fernanda Ledo, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon, Christophe Rigotti, Renaud Fallourd, Jean-Marie Nicolas, Gabriel Vasile, Michel Gay, Olivier Harant, Laurent Ferro-Famil, Felicity Lodge
2011	J	`jnl`	Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns. IEEE Trans. Geosci. Remote. Sens. Andreea Julea, Nicolas Méger, Philippe Bolon, Christophe Rigotti, Marie-Pierre Doin, Cécile Lasserre, Emmanuel Trouvé, Vasile Lazarescu
2010	C	`conf`	Extraction of frequent grouped sequential patterns from Satellite Image Time Series. IGARSS Andreea Julea, Nicolas Méger, Christophe Rigotti, Marie-Pierre Doin, Cécile Lasserre, Emmanuel Trouvé, Philippe Bolon, Vasile Lazarescu
2010	J	`jnl`	From digital genetics to knowledge discovery: Perspectives in genetic network understanding. Intell. Data Anal. Guillaume Beslon, David P. Parsons, José María Peña Sánchez, Christophe Rigotti, Yolanda Sanchez-Dehesa
2010	—	`ch.`	Using a Solver Over the String Pattern Domain to Analyze Gene Promoter Sequences. Inductive Databases and Constraint-Based Data Mining Christophe Rigotti, Ieva Mitasiunaite, Jérémy Besson, Laurène Meyniel, Jean-François Boulicaut, Olivier Gandrillon
2009	J	`jnl`	Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern. Int. J. Data Min. Model. Manag. Marc Plantevit, Thierry Charnois, Jirí Kléma, Christophe Rigotti, Bruno Crémilleux
2009	J	`jnl`	Extracting Signature Motifs from Promoter Sets of Differentially Expressed Genes. Silico Biol. Ieva Mitasiunaite, Christophe Rigotti, Stéphane Schicklin, Laurène Meyniel, Jean-François Boulicaut, Olivier Gandrillon
2009	J	`jnl`	Sequential Data Mining for Information Extraction from Texts. Trait. Autom. des Langues Thierry Charnois, Marc Plantevit, Christophe Rigotti, Bruno Crémilleux
2008	—	`conf`	Parameter Tuning for Differential Mining of String Patterns. ICDM Workshops Jérémy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-François Boulicaut
2006	—	`conf`	Extracting Trees of Quantitative Serial Episodes. KDID Mirco Nanni, Christophe Rigotti
2005	J	`jnl`	Automatic generation of CHR constraint solvers. Theory Pract. Log. Program. Slim Abdennadher, Christophe Rigotti
2004	—	`conf`	A Survey on Condensed Representations for Frequent Sets. Constraint-Based Mining and Inductive Databases Toon Calders, Christophe Rigotti, Jean-François Boulicaut
2004	J	`jnl`	Automatic Generation of CHR Constraint Solvers CoRR Slim Abdennadher, Christophe Rigotti
2004	J	`jnl`	Automatic generation of rule-based constraint solvers over finite domains. ACM Trans. Comput. Log. Slim Abdennadher, Christophe Rigotti
2004	—	`conf`	Constraint-Based Mining of Episode Rules and Optimal Window Sizes. PKDD Nicolas Méger, Christophe Rigotti
2004	J	`jnl`	Extraction de motifs séquentiels fréquents sous contraintes dans des données contenant des répétitions consécutives. Ingénierie des Systèmes d Inf. Marion Leleu, Nicolas Méger, Christophe Rigotti
2004	—	`ch.`	Integrity Constraints over Association Rules. Database Support for Data Mining Applications Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti
2003	—	`conf`	Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive Repetitions. PKDD Marion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard
2003	J	`jnl`	DBC: a condensed representation of frequent patterns for efficient mining. Inf. Syst. Artur Bykowski, Christophe Rigotti
2003	J	`jnl`	Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries. Data Min. Knowl. Discov. Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti
2003	—	`conf`	GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions. MLDM Marion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard
2002	—	`conf`	Association Maps as Integrity Constraints in Inductive Databases. KDID Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti
2002	J	`jnl`	Automatic Generation of Rule-Based Solvers for Intentionally Defined Constraints. Int. J. Artif. Intell. Tools Slim Abdennadher, Christophe Rigotti
2002	C	`conf`	Constraint Solver Synthesis Using Tabled Resolution for Constraint Logic Programming. LOPSTR Slim Abdennadher, Christophe Rigotti
2002	J	`jnl`	Etude de méthodes de recherche locale pour la construction de bipartitions. Rev. d'Intelligence Artif. Céline Robardet, Christophe Rigotti
2001	A*	`conf`	A condensed representation to find frequent patterns. PODS Artur Bykowski, Christophe Rigotti
2001	—	`conf`	Extraction of Association Rules Between Low-Level Descriptors and Semantic Descriptors in an Image Database. MDDE Edoardo Ardizzone, Thomas Daurel, Umberto Maniscalco, Christophe Rigotti
2001	B	`conf`	Generation of Propagation Rules for Intentionally Defined Constraints. ICTAI Slim Abdennadher, Christophe Rigotti
2001	—	`conf`	Query-Driven Knowledge Discovery via OLAP manipulations. BDA Jean-François Boulicaut, Patrick Marcel, Christophe Rigotti
2001	A	`conf`	Towards Inductive Constraint Solving. CP Slim Abdennadher, Christophe Rigotti
2001	C	`conf`	Using Confluence to Generate Rule-Based Constraint Solvers. PPDP Slim Abdennadher, Christophe Rigotti
2000	—	`conf`	Approximation of Frequency Queris by Means of Free-Sets. PKDD Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti
2000	A	`conf`	Automatic Generation of Propagation Rules for Finite Domains. CP Slim Abdennadher, Christophe Rigotti
1999	C	`conf`	Query Driven Knowledge Discovery in Multidimensional Data. DOLAP Jean-François Boulicaut, Patrick Marcel, Christophe Rigotti
1999	C	`conf`	Representing and Reasoning on Conceptual Queries Over Image Databases. ISMIS Mohand-Said Hacid, Christophe Rigotti
1998	—	`conf`	Rule-based restructuring and summarizing in multidimensional data-bases. JFPLC Mohand-Said Hacid, Patrick Marcel, Christophe Rigotti
1998	—	`conf`	Spreadsheet Generation from Rule-Based Specifications. DDLP Jean-François Boulicaut, Patrick Marcel, François Pinet, Christophe Rigotti
1997	—	`conf`	A Rule-Based CQL for 2-Dimensional Tables. CDB Mohand-Said Hacid, Patrick Marcel, Christophe Rigotti
1997	—	`conf`	A Rule-Based Data Manipulation Language for OLAP Systems. DOOD Mohand-Said Hacid, Patrick Marcel, Christophe Rigotti
1997	—	`conf`	Extending Datalog for Ordered Multidimensional Databases. DDLP Mohand-Said Hacid, Patrick Marcel, Christophe Rigotti
1996	—	`conf`	Abduction et déduction de structures d'objets: une intégration multiparadigmes. JFPLC Jean-François Boulicaut, Christophe Rigotti
1995	—	`conf`	Combining Resolution and Classification for Semantic Query Optimization in DOOD. DOOD Mohand-Said Hacid, Christophe Rigotti
1995	—	`conf`	Résolution et Classification pour l'Optimisation Sémantique de Requêtes dans les BDOO Déductives. BDA Mohand-Said Hacid, F. Mansouri, Christophe Rigotti
1994	—	`conf`	F-Logic Programming and Terminological Constraints. ICLP Workshop: Integration of Declarative Paradigms Christophe Rigotti, Mohand-Said Hacid, Jean-François Boulicaut
1994	—	`conf`	Une approche multi-paradigmes our le test d'applications BDOO. BDA Christophe Rigotti, Mohand-Said Hacid, Jean-François Boulicaut
1994	—	`conf`	Vers une typologie des sémantiques opérationnelles pour les extensions de Prolog vers les objets. JFPLC Christophe Rigotti, Jean-François Boulicaut, Mohand-Said Hacid