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1

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Orange: From Experimental Machine Learning to Interactive Data Mining

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 158 KB

english, 2004

2

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Analysing Customer Churn in Insurance Data – A Case Study

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 228 KB

english, 2004

3

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || A Tree-Based Approach to Clustering XML Documents by Structure

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 291 KB

english, 2004

4

[Lecture Notes in Computer Science] Knowledge Discovery in Inductive Databases Volume 3933 || Shaping SQL-Based Frequent Pattern Mining Algorithms

Bonchi, Francesco, Boulicaut, Jean-François

Year:

2006

Language:

english

File:

PDF, 480 KB

english, 2006

5

[Lecture Notes in Computer Science] Constraint-Based Mining and Inductive Databases Volume 3848 || The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery

Boulicaut, Jean-François, De Raedt, Luc, Mannila, Heikki

Year:

2006

Language:

english

File:

PDF, 411 KB

english, 2006

6

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Naive Bayesian Classifiers for Ranking

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 176 KB

english, 2004

7

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || The Enron Corpus: A New Dataset for Email Classification Research

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 358 KB

english, 2004

8

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || AutoPart: Parameter-Free Graph Partitioning and Outlier Detection

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 321 KB

english, 2004

9

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 270 KB

english, 2004

10

[IEEE 2020 IEEE Conference on Games (CoG) - Osaka, Japan (2020.8.24-2020.8.27)] 2020 IEEE Conference on Games (CoG) - A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League

Mathonat, Romain, Boulicaut, Jean-Francois, Kaytoue, Mehdi

Year:

2020

File:

PDF, 922 KB

2020

11

Co-clustering numerical data under user-defined constraints

Ruggero G. Pensa, Jean-Francois Boulicaut, Francesca Cordero, Maurizio Atzori

Journal:

Statistical Analysis and Data Mining

Year:

2010

Language:

english

File:

PDF, 782 KB

english, 2010

12

Application-independent feature construction based on almost-closedness properties

Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 785 KB

english, 2012

13

A KDD framework to support database audit

Jean-François Boulicaut

Journal:

Information Technology and Management

Year:

2000

Language:

english

File:

PDF, 100 KB

english, 2000

14

Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries

Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti

Journal:

Data Mining and Knowledge Discovery

Year:

2003

Language:

english

File:

PDF, 115 KB

english, 2003

15

SQUAT: A web tool to mine human, murine and avian SAGE data

Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero G Pensa, Olivier Gandrillon

Journal:

BMC Bioinformatics

Year:

2008

Language:

english

File:

PDF, 1.32 MB

english, 2008

16

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Ensemble Feature Ranking

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 215 KB

english, 2004

17

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Classification in Geographical Information Systems

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 381 KB

english, 2004

18

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || An Experiment on Knowledge Discovery in Chemical Databases

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 218 KB

english, 2004

19

Closed and noise-tolerant patterns inn-ary relations

Loïc Cerf, Jérémy Besson, Kim-Ngan T. Nguyen, Jean-François Boulicaut

Journal:

Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 1.68 MB

english, 2013

20

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Nomograms for Visualization of Naive Bayesian Classifier

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 297 KB

english, 2004

21

[Lecture Notes in Computer Science] Advances in Intelligent Data Analysis VIII Volume 5772 || ART-Based Neural Networks for Multi-label Classification

Adams, Niall M., Robardet, Céline, Siebes, Arno, Boulicaut, Jean-François

Year:

2009

Language:

english

File:

PDF, 238 KB

english, 2009

22

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Random Matrices in Data Analysis

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 135 KB

english, 2004

23

Parameter-free classification in multi-class imbalanced data sets

Cerf, Loïc, Gay, Dominique, Selmaoui-Folcher, Nazha, Crémilleux, Bruno, Boulicaut, Jean-François

Journal:

Data & Knowledge Engineering

Year:

2013

Language:

english

File:

PDF, 570 KB

english, 2013

24

[Lecture Notes in Computer Science] Advances in Intelligent Data Analysis VIII Volume 5772 || Mining Frequent Gradual Itemsets from Large Databases

Adams, Niall M., Robardet, Céline, Siebes, Arno, Boulicaut, Jean-François

Year:

2009

Language:

english

File:

PDF, 276 KB

english, 2009

25

[Lecture Notes in Computer Science] Advances in Intelligent Data Analysis VIII Volume 5772 || Distributed Algorithm for Computing Formal Concepts Using Map-Reduce Framework

Adams, Niall M., Robardet, Céline, Siebes, Arno, Boulicaut, Jean-François

Year:

2009

Language:

english

File:

PDF, 301 KB

english, 2009

26

Strong-association-rule mining for large-scale gene-expression data analysis: a case study on human SAGE data

Céline Becquet, Sylvain Blachon, Baptiste Jeudy, Jean-Francois Boulicaut…

Journal:

Year:

2002

Language:

english

File:

PDF, 214 KB

english, 2002

27

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 ||

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 8.85 MB

english, 2004

28

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Combining Multiple Clustering Systems

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 180 KB

english, 2004

29

[Lecture Notes in Computer Science] Knowledge Discovery in Inductive Databases Volume 3933 || Multi-class Correlated Pattern Mining

Bonchi, Francesco, Boulicaut, Jean-François

Year:

2006

Language:

english

File:

PDF, 867 KB

english, 2006

30

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Applying Support Vector Machines to Imbalanced Datasets

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 256 KB

english, 2004

31

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Improving Random Forests

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 205 KB

english, 2004

32

[IEEE 2008 IEEE International Conference on Data Mining Workshops (ICDMW) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 IEEE International Conference on Data Mining Workshops - Parameter Tuning for Differential Mining of String Patterns

Besson, Jérémy, Rigotti, Christophe, Mitaiunaite, Ieva, Boulicaut, Jean-François

Year:

2008

Language:

english

File:

PDF, 462 KB

english, 2008

33

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Properties and Benefits of Calibrated Classifiers

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 512 KB

english, 2004

34

[ACM Press Proceeding of the 18th ACM conference - Hong Kong, China (2009.11.02-2009.11.06)] Proceeding of the 18th ACM conference on Information and knowledge management - CIKM '09 - Agglomerating local patterns hierarchically with ALPHA

Cerf, Loïc, Mougel, Pierre-Nicolas, Boulicaut, Jean-François

Year:

2009

Language:

english

File:

PDF, 338 KB

english, 2009

35

[IEEE 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) - China (2014.8.17-2014.8.20)] 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014) - A method for characterizing communities in dynamic attributed complex networks

Orman, Gunce Keziban, Labatut, Vincent, Plantevit, Marc, Boulicaut, Jean-Francois

Year:

2014

Language:

english

File:

PDF, 114 KB

english, 2014

36

[IEEE Communication Technologies, Research, Innovation, and Vision for the Future (RIVF) - Ho Chi Minh City, Vietnam (2012.02.27-2012.03.1)] 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future - Mining Disjunctive Rules in Dynamic Graphs

Nguyen, Kim-Ngan T., Plantevit, Marc, Boulicaut, Jean-Francois

Year:

2012

Language:

english

File:

PDF, 189 KB

english, 2012

37

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 248 KB

english, 2004

38

[Lecture Notes in Computer Science] Constraint-Based Mining and Inductive Databases Volume 3848 || CrossMine: Efficient Classification Across Multiple Database Relations

Boulicaut, Jean-François, De Raedt, Luc, Mannila, Heikki

Year:

2006

Language:

english

File:

PDF, 347 KB

english, 2006

39

Mining Graph Topological Patterns: Finding Covariations among Vertex Descriptors

Prado, Adriana, Plantevit, Marc, Robardet, Celine, Boulicaut, Jean-Francois

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2013

Language:

english

File:

PDF, 2.18 MB

english, 2013

40

[Lecture Notes in Computer Science] Knowledge Discovery in Inductive Databases Volume 3933 || Inductive Databases in the Relational Model: The Data as the Bridge

Bonchi, Francesco, Boulicaut, Jean-François

Year:

2006

Language:

english

File:

PDF, 373 KB

english, 2006

41

[Lecture Notes in Computer Science] Constraint-Based Mining and Inductive Databases Volume 3848 || A Survey on Condensed Representations for Frequent Sets

Boulicaut, Jean-François, De Raedt, Luc, Mannila, Heikki

Year:

2006

Language:

english

File:

PDF, 258 KB

english, 2006

42

[Lecture Notes in Computer Science] Knowledge Discovery in Inductive Databases Volume 3933 || Constraint Based Induction of Multi-objective Regression Trees

Bonchi, Francesco, Boulicaut, Jean-François

Year:

2006

Language:

english

File:

PDF, 474 KB

english, 2006

43

[Lecture Notes in Computer Science] Advances in Intelligent Data Analysis VIII Volume 5772 || Semi-supervised Text Classification Using RBF Networks

Adams, Niall M., Robardet, Céline, Siebes, Arno, Boulicaut, Jean-François

Year:

2009

Language:

english

File:

PDF, 237 KB

english, 2009

44

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Feature Selection Filters Based on the Permutation Test

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 337 KB

english, 2004

45

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || Mining Positive and Negative Association Rules: An Approach for Confined Rules

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 203 KB

english, 2004

46

[Lecture Notes in Computer Science] Local Pattern Detection Volume 3539 || Undirected Exception Rule Discovery as Local Pattern Detection

Morik, Katharina, Boulicaut, Jean-François, Siebes, Arno

Year:

2005

Language:

english

File:

PDF, 161 KB

english, 2005

47

[Lecture Notes in Computer Science] Machine Learning: ECML 2004 Volume 3201 || Population Diversity in Permutation-Based Genetic Algorithm

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 454 KB

english, 2004

48

[Lecture Notes in Computer Science] Advances in Intelligent Data Analysis VIII Volume 5772 || Ontology-Driven KDD Process Composition

Adams, Niall M., Robardet, Céline, Siebes, Arno, Boulicaut, Jean-François

Year:

2009

Language:

english

File:

PDF, 261 KB

english, 2009

49

[Lecture Notes in Computer Science] Local Pattern Detection Volume 3539 ||

Morik, Katharina, Boulicaut, Jean-François, Siebes, Arno

Year:

2005

Language:

english

File:

PDF, 4.86 MB

english, 2005

50

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2004 Volume 3202 || A Tolerance Rough Set Approach to Clustering Web Search Results

Boulicaut, Jean-François, Esposito, Floriana, Giannotti, Fosca, Pedreschi, Dino

Year:

2004

Language:

english

File:

PDF, 97 KB

english, 2004

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