Christophe Rigotti

Orcid: 0000-0003-1265-1479

According to our database1, Christophe Rigotti authored at least 67 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values.
IEEE Access, 2024

2020
Evolutionary subspace clustering using variable genome length.
Comput. Intell., 2020

2019
Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring.
Data Min. Knowl. Discov., 2019

A Pattern-Based Mining System for Exploring Displacement Field Time Series.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Scoring Message Stream Anomalies in Railway Communication Systems.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation.
Proceedings of the Advances in Knowledge Discovery and Management, 2019

Approximation du score CFOF de détection d'anomalie dans un arbre d'indexation iSAX : Application au contexte SI de la SNCF.
Proceedings of the Extraction et Gestion des connaissances, 2019

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 J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Weight-based search to find clusters around medians in subspaces.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

EvoMove: Evolutionary-based living musical companion.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015
Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts.
J. Biomed. Semant., 2015

Swap Randomization of Bases of Sequences for Mining Satellite Image Times Series.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

A swap randomization approach for mining motion field time series over the Argentiere glacier.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Subspace Clustering Using Evolvable Genome Structure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Finding maximal homogeneous clique sets.
Knowl. Inf. Syst., 2014

Iterative summarization of satellite image time series.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012
Efficient Spatio-temporal Mining of Satellite Image Time Series for Agricultural Monitoring.
Trans. Mach. Learn. Data Min., 2012

Finding Collections of k-Clique Percolated Components in Attributed Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

2011
Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns.
IEEE Trans. Geosci. Remote. Sens., 2011

Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011

Polsar RADARSAT-2 Satellite Image Time Series mining over the Chamonix Mont-Blanc test site.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Extraction sous contraintes d'ensembles de cliques homogènes.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010
From digital genetics to knowledge discovery: Perspectives in genetic network understanding.
Intell. Data Anal., 2010

Extraction of frequent grouped sequential patterns from Satellite Image Time Series.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Using a Solver Over the String Pattern Domain to Analyze Gene Promoter Sequences.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009
Sequential Data Mining for Information Extraction from Texts.
Trait. Autom. des Langues, 2009

Extracting Signature Motifs from Promoter Sets of Differentially Expressed Genes.
Silico Biol., 2009

Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern.
Int. J. Data Min. Model. Manag., 2009

2008
Parameter Tuning for Differential Mining of String Patterns.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2006
Extracting Trees of Quantitative Serial Episodes.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

2005
Automatic generation of CHR constraint solvers.
Theory Pract. Log. Program., 2005

2004
Automatic generation of rule-based constraint solvers over finite domains.
ACM Trans. Comput. Log., 2004

Extraction de motifs séquentiels fréquents sous contraintes dans des données contenant des répétitions consécutives.
Ingénierie des Systèmes d Inf., 2004

Constraint-Based Mining of Episode Rules and Optimal Window Sizes.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

A Survey on Condensed Representations for Frequent Sets.
Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Integrity Constraints over Association Rules.
Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003
DBC: a condensed representation of frequent patterns for efficient mining.
Inf. Syst., 2003

Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries.
Data Min. Knowl. Discov., 2003

Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive Repetitions.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

2002
Etude de méthodes de recherche locale pour la construction de bipartitions.
Rev. d'Intelligence Artif., 2002

Automatic Generation of Rule-Based Solvers for Intentionally Defined Constraints.
Int. J. Artif. Intell. Tools, 2002

Constraint Solver Synthesis Using Tabled Resolution for Constraint Logic Programming.
Proceedings of the Logic Based Program Synthesis and Tranformation, 2002

Association Maps as Integrity Constraints in Inductive Databases.
Proceedings of the First International Workshop on Inductive Databases, 2002

2001
Using Confluence to Generate Rule-Based Constraint Solvers.
Proceedings of the 3rd international ACM SIGPLAN conference on Principles and practice of declarative programming, 2001

A condensed representation to find frequent patterns.
Proceedings of the Twentieth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2001

Generation of Propagation Rules for Intentionally Defined Constraints.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

Towards Inductive Constraint Solving.
Proceedings of the Principles and Practice of Constraint Programming, 2001

Query-Driven Knowledge Discovery via OLAP manipulations.
Proceedings of the 17èmes Journées Bases de Données Avancées, 2001

2000
Approximation of Frequency Queris by Means of Free-Sets.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Automatic Generation of Propagation Rules for Finite Domains.
Proceedings of the Principles and Practice of Constraint Programming, 2000

1999
Representing and Reasoning on Conceptual Queries Over Image Databases.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Query Driven Knowledge Discovery in Multidimensional Data.
Proceedings of the DOLAP '99, 1999

1998
Rule-based restructuring and summarizing in multidimensional data-bases.
Proceedings of the JFPLC'98, 1998

Spreadsheet Generation from Rule-Based Specifications.
Proceedings of the 6th International Workshop on Deductive Databases and Logic Programming (DDLP'98). In Conjunction with JICSLP'98, 1998

1997
A Rule-Based Data Manipulation Language for OLAP Systems.
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997

Extending Datalog for Ordered Multidimensional Databases.
Proceedings of the Fifth International Workshop on Deductive Databases and Logic Programming, 1997

A Rule-Based CQL for 2-Dimensional Tables.
Proceedings of the Constraint Databases and Their Applications, 1997

1996
Abduction et déduction de structures d'objets: une intégration multiparadigmes.
Proceedings of the JFPLC'96, 1996

1995
Combining Resolution and Classification for Semantic Query Optimization in DOOD.
Proceedings of the Deductive and Object-Oriented Databases, 1995

Résolution et Classification pour l'Optimisation Sémantique de Requêtes dans les BDOO Déductives.
Proceedings of the Onzièmes Journées Bases de Données Avancées, 29 Août, 1995

1994
Vers une typologie des sémantiques opérationnelles pour les extensions de Prolog vers les objets.
Proceedings of the JFPLC'94, 1994

F-Logic Programming and Terminological Constraints.
Proceedings of the Integration of Declarative Paradigms, 1994

Une approche multi-paradigmes our le test d'applications BDOO.
Proceedings of the Dixièmes Journées Bases de Données Avancées, 30 Août, 1994


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