2010 | ||
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94 | Ruggero G. Pensa, Jean-François Boulicaut, Francesca Cordero, Maurizio Atzori: Co-clustering numerical data under user-defined constraints. Statistical Analysis and Data Mining 3(1): 38-55 (2010) | |
2009 | ||
93 | Niall M. Adams, Céline Robardet, Arno Siebes, Jean-François Boulicaut: Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings Springer 2009 | |
92 | Loïc Cerf, Pierre-Nicolas Mougel, Jean-François Boulicaut: Agglomerating local patterns hierarchically with ALPHA. CIKM 2009: 1753-1756 | |
91 | Loïc Cerf, Jérémy Besson, Jean-François Boulicaut: Extraction de motifs fermés dans des relations n-aires bruitées. EGC 2009: 163-168 | |
90 | Nazha Selmaoui, Dominique Gay, Jean-François Boulicaut: Construction de descripteurs pour classer à partir d'exemples bruités. EGC 2009: 91-102 | |
89 | Loïc Cerf, Tran Bao Nhan Nguyen, Jean-François Boulicaut: Discovering Relevant Cross-Graph Cliques in Dynamic Networks. ISMIS 2009: 513-522 | |
88 | Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut: Application-Independent Feature Construction from Noisy Samples. PAKDD 2009: 965-972 | |
87 | Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Closed patterns meet n-ary relations. TKDD 3(1): (2009) | |
2008 | ||
86 | Jean-François Boulicaut, Michael R. Berthold, Tamás Horváth: Discovery Science, 11th International Conference, DS 2008, Budapest, Hungary, October 13-16, 2008. Proceedings Springer 2008 | |
85 | Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut: A Parameter-Free Associative Classification Method. DaWaK 2008: 293-304 | |
84 | Ruggero G. Pensa, Jean-François Boulicaut: Co-classification sous contraintes par la somme des résidus quadratiques. EGC 2008: 655-666 | |
83 | Jean-François Boulicaut: If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk). ICDM Workshops 2008: 730 | |
82 | Jérémy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-François Boulicaut: Parameter Tuning for Differential Mining of String Patterns. ICDM Workshops 2008: 77-86 | |
81 | Jean-François Boulicaut, Jérémy Besson: Actionability and Formal Concepts: A Data Mining Perspective. ICFCA 2008: 14-31 | |
80 | Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut: Feature Construction Based on Closedness Properties Is Not That Simple. PAKDD 2008: 112-123 | |
79 | Ruggero G. Pensa, Jean-François Boulicaut: Constrained Co-clustering of Gene Expression Data. SDM 2008: 25-36 | |
78 | Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Data Peeler: Contraint-Based Closed Pattern Mining in n-ary Relations. SDM 2008: 37-48 | |
77 | Ruggero G. Pensa, Jean-François Boulicaut: Numerical Data Co-clustering via Sum-Squared Residue Minimization and User-defined Constraint Satisfaction. SEBD 2008: 279-286 | |
76 | Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero G. Pensa, Olivier Gandrillon: SQUAT: A web tool to mine human, murine and avian SAGE data. BMC Bioinformatics 9: (2008) | |
2007 | ||
75 | Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut: Pattern-based decision tree construction. ICDIM 2007: 291-296 | |
2006 | ||
74 | Francesco Bonchi, Jean-François Boulicaut: Knowledge Discovery in Inductive Databases, 4th International Workshop, KDID 2005, Porto, Portugal, October 3, 2005, Revised Selected and Invited Papers Springer 2006 | |
73 | Clément Fauré, Sylvie Delprat, Alain Mille, Jean-François Boulicaut: Construction itérative d'un modèle de connaissance par l'exploitation de règles d'association. Actes d'IC 2006: 1-10 | |
72 | Ieva Mitasiunaite, Jean-François Boulicaut: Introducing Softness into Inductive Queries on String Databases. DB&IS 2006: 117-130 | |
71 | Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut: Feature Construction and delta-Free Sets in 0/1 Samples. Discovery Science 2006: 363-367 | |
70 | Clément Fauré, Sylvie Delprat, Alain Mille, Jean-François Boulicaut: Utilisation des réseaux bayésiens dans le cadre de l'extraction de règles d'association. EGC 2006: 569-580 | |
69 | Hunor Albert-Lorincz, Jean-François Boulicaut: Amélioration des indicateurs techniques pour l'analyse du marché financier. EGC 2006: 693-704 | |
68 | Clément Fauré, Sylvie Delprat, Jean-François Boulicaut, Alain Mille: Iterative Bayesian Network Implementation by Using Annotated Association Rules. EKAW 2006: 326-333 | |
67 | Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Mining a New Fault-Tolerant Pattern Type as an Alternative to Formal Concept Discovery. ICCS 2006: 144-157 | |
66 | Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut: Towards Constrained Co-clustering in Ordered 0/1 Data Sets. ISMIS 2006: 425-434 | |
65 | Jérémy Besson, Céline Robardet, Luc De Raedt, Jean-François Boulicaut: Mining Bi-sets in Numerical Data. KDID 2006: 11-23 | |
64 | Ieva Mitasiunaite, Jean-François Boulicaut: Looking for monotonicity properties of a similarity constraint on sequences. SAC 2006: 546-552 | |
63 | Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut: Supporting bi-cluster interpretation in 0/1 data by means of local patterns. Intell. Data Anal. 10(5): 457-472 (2006) | |
2005 | ||
62 | Katharina Morik, Jean-François Boulicaut, Arno Siebes: Local Pattern Detection, International Seminar, Dagstuhl Castle, Germany, April 12-16, 2004, Revised Selected Papers Springer 2005 | |
61 | 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 2005 | |
60 | Ruggero G. Pensa, Jean-François Boulicaut: Towards Fault-Tolerant Formal Concept Analysis. AI*IA 2005: 212-223 | |
59 | Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Approximation de collections de concepts formels par des bi-ensembles denses et pertinents. CAP 2005: 313-328 | |
58 | Ruggero G. Pensa, Jean-François Boulicaut: From Local Pattern Mining to Relevant Bi-cluster Characterization. IDA 2005: 293-304 | |
57 | Jérémy Besson, Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut: Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data. KDID 2005: 55-71 | |
56 | Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut: A Bi-clustering Framework for Categorical Data. PKDD 2005: 643-650 | |
55 | Jean-François Boulicaut, Baptiste Jeudy: Constraint-Based Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 399-416 | |
54 | Jean-François Boulicaut, Cyrille Masson: Data Mining Query Languages. The Data Mining and Knowledge Discovery Handbook 2005: 715-727 | |
53 | Jérémy Besson, Céline Robardet, Jean-François Boulicaut, Sophie Rome: Constraint-based concept mining and its application to microarray data analysis. Intell. Data Anal. 9(1): 59-82 (2005) | |
2004 | ||
52 | Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi: Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings Springer 2004 | |
51 | Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi: Knowledge Discovery in Databases: PKDD 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings Springer 2004 | |
50 | Ruggero G. Pensa, Claire Leschi, Jérémy Besson, Jean-François Boulicaut: Assessment of discretization techniques for relevant pattern discovery from gene expression data. BIOKDD 2004: 24-30 | |
49 | Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining. Constraint-Based Mining and Inductive Databases 2004: 328-347 | |
48 | Toon Calders, Christophe Rigotti, Jean-François Boulicaut: A Survey on Condensed Representations for Frequent Sets. Constraint-Based Mining and Inductive Databases 2004: 64-80 | |
47 | Jean-François Boulicaut: Inductive Databases and Multiple Uses of Frequent Itemsets: The cInQ Approach. Database Support for Data Mining Applications 2004: 1-23 | |
46 | Marco Botta, Jean-François Boulicaut, Cyrille Masson, Rosa Meo: Query Languages Supporting Descriptive Rule Mining: A Comparative Study. Database Support for Data Mining Applications 2004: 24-51 | |
45 | Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut: A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data. Discovery Science 2004: 230-241 | |
44 | Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data. KDID 2004: 33-45 | |
43 | Ruggero G. Pensa, Jean-François Boulicaut: Boolean Property Encoding for Local Set Pattern Discovery: An Application to Gene Expression Data Analysis. Local Pattern Detection 2004: 115-134 | |
42 | Jérémy Besson, Céline Robardet, Jean-François Boulicaut: Constraint-Based Mining of Formal Concepts in Transactional Data. PAKDD 2004: 615-624 | |
41 | Céline Robardet, Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut: Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis. PaRMa 2004 | |
40 | Cyrille Masson, Céline Robardet, Jean-François Boulicaut: Optimizing subset queries: a step towards SQL-based inductive databases for itemsets. SAC 2004: 535-539 | |
39 | Jean-François Boulicaut, Bruno Crémilleux: Introduction. Ingénierie des Systèmes d'Information 9(3-4): 7-22 (2004) | |
2003 | ||
38 | Jean-François Boulicaut, Saso Dzeroski: Proceedings of the Second International Workshop on Inductive Databases, 22 September, Cavtat-Dubrovnik, Croatia Rudjer Boskovic Institute, Zagreb, Croatia 2003 | |
37 | François Rioult, Jean-François Boulicaut, Bruno Crémilleux, Jérémy Besson: Using transposition for pattern discovery from microarray data. DMKD 2003: 73-79 | |
36 | Kimmo Hätönen, Jean-François Boulicaut, Mika Klemettinen, Markus Miettinen, Cyrille Masson: Comprehensive Log Compression with Frequent Patterns. DaWaK 2003: 360-370 | |
35 | François Rioult, Céline Robardet, Sylvain Blachon, Bruno Crémilleux, Olivier Gandrillon, Jean-François Boulicaut: Mining Concepts from Large SAGE Gene Expression Matrices. KDID 2003: 107-118 | |
34 | Hunor Albert-Lorincz, Jean-François Boulicaut: A Framework for Frequent Sequence Mining under Generalized Regular Expression Constraints. KDID 2003: 2-16 | |
33 | Marion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard: GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions. MLDM 2003: 293-306 | |
32 | Marion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard: Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive Repetitions. PKDD 2003: 303-314 | |
31 | Hunor Albert-Lorincz, Jean-François Boulicaut: Mining Frequent Sequential Patterns under Regular Expressions: A Highly Adaptive Strategy for Pushing Contraints. SDM 2003 | |
30 | Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti: Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries. Data Min. Knowl. Discov. 7(1): 5-22 (2003) | |
2002 | ||
29 | Marco Botta, Jean-François Boulicaut, Cyrille Masson, Rosa Meo: A Comparison between Query Languages for the Extraction of Association Rules. DaWaK 2002: 1-10 | |
28 | Matthieu Capelle, Jean-François Boulicaut, Cyrille Masson: Extraction de motifs séquentiels sous contraintes de similarité. EGC 2002: 65-76 | |
27 | Marion Leleu, Jean-François Boulicaut: Signatures de situations boursières représentées par des séquences d'événements. EGC 2002: 89-100 | |
26 | Matthieu Capelle, Cyrille Masson, Jean-François Boulicaut: Mining Frequent Sequential Patterns under a Similarity Constraint. IDEAL 2002: 1-6 | |
25 | Baptiste Jeudy, Jean-François Boulicaut: Using Condensed Representations for Interactive Association Rule Mining. PKDD 2002: 225-236 | |
24 | Baptiste Jeudy, Jean-François Boulicaut: Constraint-Based Discovery and Inductive Queries: Application to Association Rule Mining. Pattern Detection and Discovery 2002: 110-124 | |
23 | Baptiste Jeudy, Jean-François Boulicaut: Optimization of association rule mining queries. Intell. Data Anal. 6(4): 341-357 (2002) | |
2001 | ||
22 | Jean-François Boulicaut, Patrick Marcel, Christophe Rigotti: Query-Driven Knowledge Discovery via OLAP manipulations. BDA 2001 | |
21 | Jean-François Boulicaut, Baptiste Jeudy: Mining Free Itemsets under Constraints. IDEAS 2001: 322-329 | |
2000 | ||
20 | Jean-François Boulicaut, Artur Bykowski, L. Gomez-Chantada: Association Rule Discovery in Highly-Correlated Data: a Case Study in Web Usage Mining. ADBIS-DASFAA Symposium 2000: 46-55 | |
19 | Jean-François Boulicaut, Baptiste Jeudy: Using Constraints during Frequent Set Mining: a Generic Approach. BDA 2000 | |
18 | Jean-François Boulicaut, Artur Bykowski, Baptiste Jeudy: Towards the Tractable Discovery of Association Rules with Negations. FQAS 2000: 425-434 | |
17 | Jean-François Boulicaut, Artur Bykowski: Frequent Closures as a Concise Representation for Binary Data Mining. PAKDD 2000: 62-73 | |
16 | Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti: Approximation of Frequency Queris by Means of Free-Sets. PKDD 2000: 75-85 | |
1999 | ||
15 | Jean-François Boulicaut, Patrick Marcel, Christophe Rigotti: Query Driven Knowledge Discovery in Multidimensional Data. DOLAP 1999: 87-93 | |
14 | Jean-François Boulicaut, Mika Klemettinen, Heikki Mannila: Modeling KDD Processes within the Inductive Database Framework. DaWaK 1999: 293-302 | |
13 | Jean-François Boulicaut: Query Languages for Knowledge Discovery in Databases. PKDD 1999: 582-583 | |
1998 | ||
12 | Jean-François Boulicaut, Patrick Marcel, Francois Pinet, Christophe Rigotti: Spreadsheet Generation from Rule-Based Specifications. DDLP 1998: 59-70 | |
11 | Jean-François Boulicaut, Mika Klemettinen, Heikki Mannila: Querying Inductive Databases: A Case Study on the MINE RULE Operator. PKDD 1998: 194-202 | |
1996 | ||
10 | Jean-Marc Petit, Farouk Toumani, Jean-François Boulicaut, Jacques Kouloumdjian: Towards the Reverse Engineering of Denormalized Relational Databases. ICDE 1996: 218-227 | |
9 | Jean-François Boulicaut, Christophe Rigotti: Abduction et déduction de structures d'objets: une intégration multiparadigmes. JFPLC 1996: 17-32 | |
1994 | ||
8 | Christophe Rigotti, Mohand-Said Hacid, Jean-François Boulicaut: Une approche multi-paradigmes our le test d'applications BDOO. BDA 1994 | |
7 | Jean-Marc Petit, Jacques Kouloumdjian, Jean-François Boulicaut, Farouk Toumani: Using Queries to Improve Database Reverse Engineering. ER 1994: 369-386 | |
6 | Christophe Rigotti, Mohand-Said Hacid, Jean-François Boulicaut: F-Logic Programming and Terminological Constraints. ICLP Workshop: Integration of Declarative Paradigms 1994: 1-11 | |
5 | Christophe Rigotti, Jean-François Boulicaut, Mohand-Said Hacid: Vers une typologie des sémantiques opérationnelles pour les extensions de Prolog vers les objets. JFPLC 1994: 223-238 | |
1992 | ||
4 | Sadeph Saidi, Jean-François Boulicaut: Checking and Debugging of Two-level Grammars. PLILP 1992: 158-171 | |
1990 | ||
3 | Jean Beney, Jean-François Boulicaut: STARLET: An Affix-Based Compiler Compiler Designed as a Logic Programming System. CC 1990: 71-85 | |
2 | Sadeph Saidi, Jean-François Boulicaut: AFFLOG: une implantation de grammaires à deux niveaux pour l'étude de la Programmation Grammaticale Logique. SPLT 1990: 45-70 | |
1986 | ||
1 | Jean Beney, Jean-François Boulicaut: STARLET: un langage pour une programmation logique fiable. SPLT 1986: 253- |