 |
Céline ROBARDET |
- INSA Lyon, Université de Lyon, LIRIS, UMR 5205 CNRS
- Batiment Blaise Pascal
- F-69621 Villeurbanne cedex, France
- Phone: +33 (0) 4 72 43 60 49
- Fax: +33 (0) 4 72 43 83 14
- Celine.Robardet@insa-lyon.fr
Publications
2012
Journals
International journals with reviewing committee
Complex Systems Science: Dreams of Universality, Reality of Interdisciplinarity.
S. Grauwin,
G. Beslon,
E. Fleury,
S. Franceschelli,
C. Robardet,
J.B. Rouquier,
P. Jensen.
Journal of the American Society for Information Science and Technology ().
2012.
(à paraître)
Parameter-Less Co-Clustering for Star-Structured Heterogeneous Data.
D. Ienco,
C. Robardet,
R. G. Pensa,
R Meo.
Data Mining and Knowledge Discovery ().
2012.
(à paraître)
An Inductive Database System Based on Virtual Mining Views
.
H. Blockeel,
T. Calders,
E. Fromont,
B. Goethals,
A. Prado,
C. Robardet.
Data Mining and Knowledge Discovery 24(1):247-287, springer.
2012.
![[PDF]]( http://liris.cnrs.fr/publis/acroread.png "Download Liris-5160.pdf")
Conferences
National conferences with reviewing committee
Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué.
.
A. Bechara Prado,
M. Plantevit,
C. Robardet,
J-F. Boulicaut.
Dans 12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC'2012),
Yves Lechevallier, Guy Melançon, Bruno Pinaud ed.
Bordeaux.
pp. 267-278.
2012.
2011
Journals
International journals with reviewing committee
Shared Bicycles in a City: A Signal processing and Data Analysis Perspective.
P. Borgnat,
P. Abry,
P. Flandrin,
C. Robardet,
J.B. Rouquier,
E. Fleury.
Advances in Complex Systems, 14(3):1-24, world scientific.
2011.
Chapters in Books
Data Mining Techniques for Communities' Detection in Dynamic Social Networks.
C. Robardet.
Handbook of Research on Methods and Techniques for Studying Virtual Communities: Paradigms and Phenomena
2011.
2010
Journals
International journals with reviewing committee
Characterizing the speed and paths of shared bicycle use in Lyon .
P. Jensen,
J.B. Rouquier,
N. Ovtracht,
C. Robardet.
Transportation Research Part D: Transport and Environment 15(8):522-524, Elsevier.
2010.
Chapters in Books
A Practical Comparative Study Of Data Mining Query Languages.
H. Blockeel,
T. Calders,
E. Fromont,
B. Goethals,
A. Prado,
C. Robardet.
Inductive Databases and Constraint-Based Data Mining
2010.
Inductive Querying with Virtual Mining Views.
H. Blockeel,
T. Calders,
E. Fromont,
B. Goethals,
A. Prado,
C. Robardet.
Inductive Databases and Constraint-Based Data Mining
2010.
2009
Journals
International journals with reviewing committee
Communities detection and the analysis of their dynamics in collaborative networks.
C. Robardet,
E. Fleury.
International Journal of Web Based Communities 5(2):195-211, InderScience.
2009.
Closed Patterns Meet n-ary Relations.
L. Cerf,
J Besson,
C. Robardet,
J-F. Boulicaut.
ACM Transactions on Knowledge Discovery from Data 3(1):1-36, ACM, ISSN 1556-4681.
2009.
Conferences
International conferences with reviewing committee
Constraint-based Pattern Mining in Dynamic Graphs.
C. Robardet.
Dans IEEE International Conference on Data Mining,
Sanjay Ranka, Philip S.Yu ed.
Miami, Floride.
pp. 950-955.
2009.
Spatial analysis of dynamic movements of VĂ©lo'v, Lyon's shared bicycle program.
P. Borgnat,
E. Fleury,
C. Robardet,
A. Scherrer.
Dans European Conference on Complex Systems, ECCS'09,
Francois Kepes ed.
Warwick University (UK).
2009.
A new constraint for mining sets in sequences.
B. Cule,
B. Goethals,
C. Robardet.
Dans Proc. SIAM Int. Conf. on Data Mining SDM'09,
Sparks, Nevada, USA.
pp. 317-328.
2009.
Constraint-based Subspace Clustering.
E. Fromont,
A. Prado,
C. Robardet.
Dans Proc. SIAM Int. Conf. on Data Mining SDM'09,
Sparks, Nevada, USA.
pp. 26-37.
2009.
Edited Books and Proceedings
Advances in Intelligent Data Analysis VIII.
N. Adams,
C. Robardet,
A. Siebes,
J-F. Boulicaut.
(8th International Symposium on Intelligent Data Analysis IDA'09), ,
Lyon, France.
430p.
LNCS
5772.
Springer
.
2009.
2008
Journals
International journals with reviewing committee
Description and simulation of mobility networks.
A. Scherrer,
P. Borgnat,
E. Fleury,
J.L. Guillaume,
C. Robardet.
Computer Networks 52(15):2842-2858.
2008.
SQUAT: a web tool to mine human, murine, and avian SAGE data.
J. Leyritz,
S. Schicklin,
S Blachon,
C. Keime,
C. Robardet,
J-F. Boulicaut,
J Besson,
R. G. Pensa,
O Gandrillon.
BMC Bioinformatics 9(378).
2008.
Conferences
International conferences with reviewing committee
An Inductive Database Prototype Based on Virtual Mining Views.
H. Blockeel,
T. Calders,
E. Fromont,
B. Goethals,
A. Prado,
C. Robardet.
Dans Proc. 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD'08,
Las Vegas, USA.
pp. 1061-1064.
2008.
Evolving Networks.
P. Borgnat,
E. Fleury,
J.L. Guillaume,
C. Magnien,
C. Robardet,
A. Scherrer.
Dans NATO ASI on Mining Massive Data Sets for Security,
Gazzada, Italy.
pp. 198-204.
NATO Science for Peace and Security Series D: Information and Communication Security
19.
IOS Press
.
2008.
Data-Peeler: Constraint-based Closed Pattern Mining in n-ary Relations.
L. Cerf,
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans Proc. SIAM International Conference on Data Mining SDM'08,
Atlanta, USA, April 24-26, 2008.
pp. 37-48.
2008.
Other conferences
Constrained-Based Closed Pattern Mining in n-ary Relations
.
L. Cerf,
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans SML - Spring Workshop on Mining and Learning 2008,
Traben-Trarbach, Germany.
2008.
Chapters in Books
Constraint-driven Co-Clustering of 0/1 Data.
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Constrained Clustering: Advances in Algorithms
2008.
2007
Journals
International journals with reviewing committee
Clustering formal concepts to discover biologically relevant knowledge from gene expression data..
S Blachon,
R. G. Pensa,
J Besson,
C. Robardet,
J-F. Boulicaut,
O Gandrillon.
In Silico Biology 7(0033).
2007.
National journals with reviewing committee
Un algorithme générique d'extraction de bi-ensembles sous contraintes dans des données booléennes.
J Besson,
C. Robardet,
J-F. Boulicaut.
Revue Information Interaction Intelligence HS 2007():141-160, Cepadues Edititions.
2007.
Conferences
International conferences with reviewing committee
Communities detection and analysis of their dynamics in collaborative networks.
M. Ben Jdidia,
C. Robardet,
E. Fleury.
Dans Dynamic Communities: from Connectivity to Information Society workshop co-located with ICDIM'07,
Lyon.
pp. 11-17.
2007.
A New Way to Aggregate Preferences: Application to Eurovision Song Contests.
J Besson,
C. Robardet.
Dans Proc. 7th Int. Symp. on Intelligent Data Analysis IDA'07,
Ljubljana, Slovenia.
pp. 152-162.
LNCS
4723.
Springer
.
2007.
Invited talks
Analysis of Dynamic Sensor Networks: Power Law Then What?.
E. Fleury,
J.L. Guillaume,
C. Robardet,
A. Scherrer.
Dans IEEE Conference on Communication System Software and Middleware (COMSWARE 2007),
Bengalor, India.
2007.
Other conferences
Extraction d'hyper-rectangles fermés sous contraintes.
L. Cerf,
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans Atelier Bases de Données Inductives BDI'07 organisé dans le cadre de la plate-forme AFIA 2007,
Grenoble, France.
pp. 1-2.
2007.
A web tool to browse chicken SAGE data.
J. Leyritz,
C. Keime,
S Blachon,
C. Robardet,
J-F. Boulicaut,
J Besson,
R. G. Pensa,
O Gandrillon.
Dans Poster at CHICKEN'07,
Barcelona, Spain.
2007.
SQUAT: a web tool to mine SAGE data..
J. Leyritz,
C. Keime,
S Blachon,
C. Robardet,
J-F. Boulicaut,
J Besson,
R. G. Pensa,
O Gandrillon.
Dans Journées Ouvertes Biologie Informatique Mathématiques JOBIM'07,
Marseille, France.
2007.
Chapters in Books
Mining bi-sets in numerical data.
J Besson,
C. Robardet,
L. De Raedt,
J-F. Boulicaut.
Knowledge Discovery in Inductive Databases 5th. Int. Workshop KDID'06 Revised Selected and Invited Papers
2007.
2006
Journals
International journals with reviewing committee
Supporting bi-cluster interpretation in 0/1 data by means of local patterns.
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Intelligent Data Analysis 10(5):457-472.
2006.
Conferences
International conferences with reviewing committee
Mining numerical bi-sets.
J Besson,
C. Robardet,
L. De Raedt,
J-F. Boulicaut.
Dans Proc. 5th Int. Workshop on Knowledge Discovery in Inductive Databases KDID'06 co-located with ECML/PKDD 2006,
Berlin, Germany.
pp. 9-19.
2006.
Towards constrained co-clustering in ordered 0/1 data sets.
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Dans Proc. 16th Int. Symp. on Methodologies for Intelligent Systems ISMIS'06,
Bari, Italy.
pp. 425-434.
LNAI
4203.
Springer
.
2006.
Mining a new fault-tolerant pattern type as an alternative to formal concept discovery.
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans Proc. 14th Int. Conf. on Conceptual Structures ICCS'06,
Aalborg, Denmark,.
pp. 144-157.
LNAI
4068.
Springer
.
2006.
National conferences with reviewing committee
Co-classification sous contraintes.
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Dans Actes de la conférence francophone sur l'apprentissage automatique CAp 2006,
Trégastel, France.
pp. 155-170.
Presses Universitaires de Grenoble
.
2006.
Chapters in Books
Constraint-based mining of fault-tolerant patterns from Boolean data..
J Besson,
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Knowledge Discovery in Inductive Databases 4th International Workshop KDID'05 Revised Selected and Invited Papers
2006.
Contribution to gene expression data analysis by means of set pattern mining.
R. G. Pensa,
J Besson,
C. Robardet,
J-F. Boulicaut.
Constraint-based mining and Inductive Databases
2006.
2005
Journals
International journals with reviewing committee
Constraint-based Formal Concept Mining and its Application to Microarray Data Analysis.
J Besson,
C. Robardet,
J-F. Boulicaut,
S Rome.
Intelligent Data Analysis 9(1):59-82.
2005.
Conferences
International conferences with reviewing committee
Constraint-based Mining of Fault Tolerant Patterns from Boolean Data.
J Besson,
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Dans Proc. 4th Int. Workshop on Knowledge Discovery in Inductive Databases KDID'05 co-located with ECML/PKDD 2005,
Porto, Portugal.
pp. 13-26.
2005.
A bi-clustering framework for categorical data.
R. G. Pensa,
C. Robardet,
J-F. Boulicaut.
Dans Proc. 9th European Conf. on Principles and Practice of Knowledge Discovery in Databases PKDD'05,
Porto, Portugal.
pp. 643-650.
LNAI
3721.
Springer
.
2005.
National conferences with reviewing committee
Approximation de concepts formels par des bi-ensembles denses et pertinents.
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans Actes de la Conférence francophone sur l'apprentissage automatique CAp'05,
Nice, France.
pp. 313-328.
Presses Universitaires de Grenoble
.
2005.
Other conferences
Using formal concepts for biological knowledge discovery from human SAGE data.
S Blachon,
R. G. Pensa,
J Besson,
C. Robardet,
J-F. Boulicaut,
O Gandrillon.
Dans Journées Ouvertes Biologie Informatique Mathématiques JOBIM'05,
Lyon, France.
pp. 1-2.
2005.
2004
Conferences
International conferences with reviewing committee
Constraint-based mining of formal concepts in transactional data.
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining PaKDD'04,
Sydney (Australia), May 2004.
pp. 615-624.
Springer-Verlag LNCS 3056
.
2004.
Optimizing subset queries: a step towards SQL-based inductive databases for itemsets.
C Masson,
C. Robardet,
J-F. Boulicaut.
Dans Proceedings of 2004 ACM Symposium of Applied Computing (SAC'2004), Special Track on Data Mining (DM),
ACM Press ed.
Nicosia, Cyprus, March 2004.
pp. 535-539.
2004.
Using classification and visualization on pattern databases for gene expression data analysis.
C. Robardet,
R. G. Pensa,
J Besson,
J-F. Boulicaut.
Dans Proceedings of the Int. Workshop on Pattern Representation and Management PaRMa'04 co-located with EDBT 2004,
CEUR Workshop Proceedings, Vol. 96 ed.
Heraclion - Crete, Greece, March 2004.
pp. 107-118.
2004.
Mining formal concepts with a bounded number of exceptions from transactional data.
J Besson,
C. Robardet,
J-F. Boulicaut.
Dans Post-Workshop Proceedings of the 3rd International Workshop on Knowledge Discovery in Inductive Databases KDID'04,
Pisa (I), September 2004.
pp. 33-45.
Springer-Verlag LNCS 3377
.
2004.
Other conferences
Extraction of relevant transcription modules using pattern discovery.
J Besson,
C. Robardet,
E. Meugnier,
S Rome,
J-F. Boulicaut.
Integrative Post-Genomics IPG'04, Lyon (F), Octobre
2004.
Chapters in Books
Fouille de données et analyse du transcriptome.
C. Robardet,
N.C Nedellec,
J-F. Boulicaut.
Chapitre 4 de "Informatique pour l'analyse du transcriptome", pages 101-141, Traité IC2
2004.
Extraction de connaissances dans des données d'expression SAGE humaines.
S Blachon,
C. Robardet,
J-F. Boulicaut,
O Gandrillon.
Chapitre 7 de "Informatique pour l'analyse du transcriptome", pages 207-230. Hermes Lavoisier, traité IC2, 2004.
2004.
2003
Conferences
International conferences with reviewing committee
Mining concepts from large SAGE gene expression matrices.
F Rioult,
C. Robardet,
S Blachon,
B. Cremilleux,
O Gandrillon,
J-F. Boulicaut.
Dans Proc. 2nd Int. Workshop on Knowledge discovery in inductive databases KDID'03 co-located with ECML-PKDD 2003,
Cavtat-Dubrovnik, Croatia.
pp. 107-118.
2003.
National conferences with reviewing committee
Extraction de régularités dans des données d'expression SAGE humaines.
S Blachon,
C. Robardet,
J-F. Boulicaut,
O Gandrillon.
Dans Actes Journée Informatique pour l'analyse du transcriptome JPGD'03,
Lyon, France.
2003.
Other conferences
Association rule discovery as a tool for exploring very large gene expression matrices generated by SAGE.
S Blachon,
C. Robardet,
J-F. Boulicaut,
O Gandrillon.
International symposium SAGE 2003, Amsterdam (NL), January 2003
2003.
Recherche de groupes de gènes intéressants dans des données d'expression: apport des ensembles fréquents.
O Gandrillon,
J-F. Boulicaut,
C. Robardet,
S Blachon,
J Besson,
S Rome.
Atelier Fouille de données biopuces à EGC 2003, Lyon (F), 22 janvier 2003
2003.