Inria / Raweb 2008
Presentation of the Project AxIS

Bibliography

Major publications by the team in recent years

[1]: E. Guichard (editor)
Mesures de l'internet, ouvrage collectif suite au Colloque Mesures de l'internet, Nice, France, 12-14 Mai, 2003, Les Canadiens en Europe, 2004.
[2]: P. Bertrand, M. F. Janowitz.
The k -weak hierarchical representations: an extension of the indexed closed weak hierarchies, in: Discrete Applied Mathemathics, April 2003, vol. 127, n^o 2, p. 199–220.
[3]: M. Chavent, F. De Carvalho, Y. Lechevallier, R. Verde.
New clustering methods for interval data, in: Computational Statistics, 2006, vol. 21, n^o 23, p. 211-230.
[4]: S. Chelcea, P. Bertrand, B. Trousse.
Un Nouvel Algorithme de Classification Ascendante 2-3 Hiérarchique, in: Actes de 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2004), Centre de Congrès Pierre BAUDIS, Toulouse, France, 28-30 Janvier 2004, vol. 3, p. 1471-1480
http://www.laas.fr/rfia2004/actes/ARTICLES/388.pdf.
[5]: B. Conan-Guez, F. Rossi, A. El Golli.
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps, in: Neural Networks, August 2006, vol. 19, n^o 6-7, p. 855–863
http://dx.doi.org/10.1016/j.neunet.2006.05.002.
[6]: A. Da Silva, Y. Lechevallier, F. De Carvalho, B. Trousse.
Mining Web Usage Data for Discovering Navigation Clusters, in: 11th IEEE Symposium on Computers and Communications (ISCC'06), Pula-Cagliari, Italy, IEEE Computer Society, 26-29 June 2006, p. 910-915
http://doi.ieeecomputersociety.org/10.1109/ISCC.2006.102.
[7]: T. Despeyroux.
Practical Semantic Analysis of Web Sites and Documents, in: The 13th World Wide Web Conference, WWW2004, New York City, USA, 17-22 May 2004
http://www-sop.inria.fr/axis/papers/04www/despeyroux-www2004.pdf.
[8]: A. El Golli, B. Conan-Guez, F. Rossi, D. Tanasa, B. Trousse, Y. Lechevallier.
Une application des cartes topologiques auto-organisatrices à l'analyse des fichiers Logs, in: Actes des onzièmes journées de la Société Francophone de Classification, Bordeaux, France, Septembre 2004, p. 181–184.
[9]: G. Hébrail, Y. Lechevallier.
Data mining et analyse des données, in: Analyse des données, Hermes, June 2003, p. 340-360.
[10]: A. Marascu, F. Masseglia.
Mining Sequential Patterns from Data Streams: a Centroid Approach, in: Journal of Intelligent Information Systems (JIIS)., November 2006, vol. 27, n^o 3, p. 291-307.
[11]: F. Masseglia, P. Poncelet, M. Teisseire, A. Marascu.
Web Usage Mining: Extracting Unexpected Periods from Web Logs, in: Data Mining and Knowledge Discovery (DMKD) Journal., DOI 10.1007/s10618-007-0080-z, 2007.
[12]: F. Masseglia, D. Tanasa, B. Trousse.
Web Usage Mining: Sequential Pattern Extraction with a Very Low Support, in: Advanced Web Technologies and Applications: 6th Asia-Pacific Web Conference, APWeb 2004, Hangzhou, China. Proceedings, LNCS, Springer-Verlag, 14-17 April 2004, vol. 3007, p. 513–522.
[13]: F. Rossi, B. Conan-Guez.
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis, in: Neural Networks, January 2005, vol. 18, n^o 1, p. 45-60
http://hal.inria.fr/inria-00000599.
[14]: D. Tanasa, B. Trousse.
Advanced Data Preprocessing for Intersites Web Usage Mining, in: IEEE Intelligent Systems, March-April 2004, vol. 19, n^o 2, p. 59–65.

Publications of the year

Articles in International Peer-Reviewed Journal

[15]: H. Baazaoui-Zghal, M.-A. Aufaure, R. Soussi.
Towards an on-line Semantic Information Retrieval System based on Fuzzy Ontology, in: Journal of Digital Information Management, October 2008, vol. 6, n^o 5, p. 375–385.
[16]: R. Boulet, B. Jouve, F. Rossi, N. Villa.
Batch kernel SOM and related Laplacian methods for social network analysis, in: Neurocomputing, March 2008, vol. 71, n^o 7–9, p. 1257–1273.
[17]: F. Guillet, B. Trousse.
8th French-speaking conference on knowledge discovery and management (EGC2008): conference report, in: SIGKDD Explorations, 2008, vol. 10, n^o 1, p. 53-54
http://doi.acm.org/10.1145/1412734.1412743.
[18]: C. Krier, F. Rossi, D. François, M. Verleysen.
A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis, in: Chemometrics and Intelligent Laboratory Systems, March 2008, vol. 91, n^o 1, p. 43–53.

Articles in National Peer-Reviewed Journal

[19]: B. Conan-Guez, F. Rossi.
Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation, in: Revue des Nouvelles Technologies de l'Information, RNTI-C-2 Classification : points de vue croisés. Rédacteurs invités : Mohamed Nadif et Francois-Xavier Jollois, June 2008, p. 1–16.

Articles in Non Peer-Reviewed Journal

[20]: M. Pallot, B. Trousse, B. Senach, B. Ryeters.
Living Lab Research, in: ECOSPACE Newsletter No 5 - Special Issue dedicated to Living Labs, 2008, n^o 5
http://www.ami-communities.eu/wiki/ECOSPACE_Newsletter_No_5.
[21]: Z. Zhang, F. Masseglia, R. Jain, A. D. Bimbo.
Editorial: Introduction to the Special Issue on Multimedia Data Mining, in: IEEE Transactions on Multimedia, 2008, vol. 10, n^o 2, p. 165-166.

Invited Conferences

[22]: M.-A. Aufaure.
Construction et évolution d'ontologies : application au web sémantique, in: Ecol'IA 2008, Hammamet - Tunisia, 20-22 March 2008.
[23]: M. Chavent, Y. Lechevallier, F. Vernier, K. Petit.
Monothetic Divisive Clustering with Geographical Constraints, in: COMPSTAT2008, P. Brito (editor), Physica-Verlag, 2008, p. 67-76.
[24]: Y. Lechevallier, B. Trousse, A. Da Silva, A. Abdouroihalane, F. Rossi, D. Tanasa.
Apprentissage et fouille de données : Application au Web Usage Mining, in: Ecol'IA 2008, Hammamet - Tunisia, 20-22 March 2008.
[25]: N. Villa, F. Rossi, Q.-D. Truong.
Mining a medieval social network by kernel SOM and related methods, in: Proceedings of MASHS 2008 (Modèles et Apprentissages en Sciences Humaines et Sociales), Créteil, France, June 2008.

International Peer-Reviewed Conference/Proceedings

[26]: T. Despeyroux.
Evolution of Ontologies and Types, in: WWW/Internet 2008 Conference, Freiburg, Germany, October 2008.
[27]: A. de Vries, A.-M. Vercoustre, J. Thom, N. Craswell, M. Lalmas.
Overview of the INEX 2007 Entity Ranking Track, in: Proceedings of the sixth International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2007), Focused Access to XML Documents, Germany, Schloss Dagstuhl, N. Fuhr, J. Kamps, M. Lalmas, S. Malik, A. Trotman (editors), Springer, 2008, vol. LNCS, Volume 4862/2008, p. pp. 1-23
http://hal.inria.fr/inria-00192489/en/.
[28]: C. Fiot, F. Masseglia, A. Laurent, M. Teisseire.
Gradual Trends in Fuzzy Sequential Patterns, in: 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'08), 2008.
[29]: C. Fiot, F. Masseglia, A. Laurent, M. Teisseire.
TED and EVA: Expressing Temporal Tendencies Among Quantitative Variables Using Fuzzy Sequential Patterns, in: 17th IEEE International Conference on Fuzzy Systems (FuzzIEEE'08), 2008.
[30]: M. Hadjouni, H. Baazaoui-Zghal, M.-A. Aufaure, C. Claramunt, H. Ben Ghezala.
Towards a personalized spatial web architecture, in: 1st workshop Semantic Web Meets GeoSpatial Application, collocated with the AGILE Conference, may 2008.
[31]: A. Hasenfuss, B. Hammer, F. Rossi.
Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datasets, in: Proceedings of the Third IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2008), Paris, France, L. Prevost, S. Marinai, F. Schwenker (editors), Lecture Notes in Artificial Intelligence, Springer, July 2008, vol. 5064, p. 1–12.
[32]: J. Pehcevski, A.-M. Vercoustre, J. Thom.
Exploiting Locality of Wikipedia Links in Entity Ranking, in: The 30th annual European Conference on Information Retrieval (ECIR), Glasgow, Scotland, Springer, 2008, vol. LNCS, Volume 4956/2008
http://hal.inria.fr/inria-00232794/en/.
[33]: B. Saleh, F. Masseglia.
Time Aware Mining of Itemsets, in: 15th IEEE International Symposium on Temporal Representation and Reasoning (TIME'08), 2008, p. 93-100.
[34]: A.-M. Vercoustre, J. Pehcevski, J. Thom.
Using Wikipedia Categories and Links in Entity Ranking, in: Proceedings of the sixth International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2007) Focused Access to XML Documents, Germany, Schloss Dagstuhl, N. Fuhr, J. Kamps, M. Lalmas, S. Malik, A. Trotman (editors), 2008, vol. LNCS, Volume 4862/2008, p. pp. 321-335.
[35]: A.-M. Vercoustre, J. Thom, J. Pehcevski.
Entity Ranking in Wikipedia, in: the 23rd Annual ACM Symposium on Applied Computing, Brésil Fortaleza, March 2008.
[36]: W. Wang, S. Gombault, T. Guyet.
Towards fast detecting intrusions: using key attributes of network traffic, in: Proceedings of The Third International Conference on Internet Monitoring and Protection (ICIMP'2008), Bucharest, Romania, IEEE computer society press, july 2008.
[37]: W. Wang, S. Gombault.
Efficient Detection of DDoS Attacks with Important Attributes, in: 3rd International Conference on Risks and Security of Internet and Systems (CRiSIS 2008), Tozeur,Tunisia, IEEE press, october 2008.

National Peer-Reviewed Conference/Proceedings

[38]: N. Ben Mustapha, H. Baazaoui-Zghal, M.-A. Aufaure, H. Ben Ghezala.
Une MetaOntologie pour l'enrichissement incrémental d'ontologie de domaine basée sur la fouille du contenu Web, in: Ecol'IA 2008, Hammamet - Tunisia, 20-22 March 2008.
[39]: N. Ben Mustapha, R. Soussi, H. Baazaoui-Zghal, M.-A. Aufaure.
Une metaontologie pour l'enrichissement d'ontologie de domaine dans un système de recherche d'information, in: 2èmes journées francophones sur les ontologies, march 2008.
[40]: M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed.
Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web, in: EGC, F. Guillet, B. Trousse (editors), Revue des Nouvelles Technologies de l'Information, Cépaduès-Éditions, 2008, vol. RNTI-E-11, p. 43-54.
[41]: M. Chavent, Y. Lechevallier, F. Vernier, K. Petit.
Méthode de classification avec contraintes géographiques, in: First Joint Meeting SFC - CLADAG, Caserta-Italy, Edizione Scientifiche Italiane, Société Francophone de Classification , June 2008, p. 225-228.
[42]: A. Da Silva, Y. Lechevallier.
Stratégies de classification non supervisée basées sur fenï¿½res superposées dans le Web Usage Mining, in: EcolIA 2008, Hammamet - Tunisia, 20-22 March 2008.
[43]: A. Da Silva, Y. Lechevallier.
Stratégies de classification non supervisée sur fenêtres superposées : application aux données dusage du Web, in: EGC, F. Guillet, B. Trousse (editors), Revue des Nouvelles Technologies de l'Information, Cépaduès-Éditions, 2008, vol. RNTI-E-11, p. 219-220.
[44]: C. Fiot, F. Masseglia, A. Laurent, M. Teisseire.
Des séquences aux tendances, in: 26ème Congrès Informatique des organisations et systèmes d'information et de décision (InforSID'08), 2008.
[45]: D. François, C. Krier, F. Rossi, M. Verleysen.
Estimation de redondance pour le clustering de variables spectrales, in: Actes des 10èmes journées Européennes Agro-industrie et Méthodes statistiques (Agrostat 2008), Louvain-la-Neuve, Belgique, January 2008, p. 55–61.
[46]: F. Rossi, Y. Lechevallier.
Constrained variable clustering for functional data representation, in: Proceedings of the first joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society (SFC-CLADAG 2008), Caserta, Italy, June 2008.
[47]: B. Saleh, F. Masseglia.
Extraction d'itemsets compacts, in: Extraction et gestion des connaissances (EGC'2008), Actes des 8èmes journées Extraction et Gestion des Connaissances, Sophia-Antipolis, France, 29 janvier au 1er février 200, 2 Volumes, 2008, p. 409-414.
[48]: R. Soussi, N. Ben Mustapha, H. Baazaoui-Zghal, M.-A. Aufaure.
Un système d'aide à la recherche d'information en ligne basé sur les ontologies, in: Conférence francophone en Recherche d'Information et Applications (CORIA), Trégastel, 12-14 march, mars 2008.

Scientific Books (or Scientific Book chapters)

[49]: M. Csernel, F. de Carvalho.
The normal symbolic form, in: Symbolic Data Analysis and the SODAS Software, E. Diday, M. Noirhomme-Fraiture (editors), Wiley, 2008, p. 93-108.
[50]: A. Da Silva, Y. Lechevallier, F. Rossi, de Carvalho. Francisco.
Clustering Dynamic Web Usage Data, in: Innovative Applications in Data Mining, 2008, p. 71-82
http://dx.doi.org/10.1007/978-3-540-88045-5_4.
[51]: A. Da Silva, Y. Lechevallier, F. de Carvalho.
Comparing Clustering on Symbolic Data, in: Intelligent Text Categorization and Clustering, 2008, p. 81-94
http://dx.doi.org/10.1007/978-3-540-85644-3_5.
[52]: A. de Baenst-Vandenbroucke, Y. Lechevallier.
Clustering methods in symbolic data analysis, in: SODAS2 Software: Overview and methodology, E. Diday, M. Noirhomme-Fraiture (editors), Wiley, 2008, p. 429-444.
[53]: F. de Carvalho, Y. Lechevallier, R. Verde.
Clustering methods in symbolic data analysis, in: Symbolic Data Analysis and the SODAS Software, E. Diday, M. Noirhomme-Fraiture (editors), Wiley, 2008, p. 181-204.
[54]: Y. Lechevallier, A. El Golli, G. Hébrail.
Improved generation of symbolic objects from relational databases, in: Symbolic Data Analysis and the SODAS Software, E. Diday, M. Noirhomme-Fraiture (editors), Wiley, 2008, p. 45-60.
[55]: F. Rossi, B. Conan-Guez.
Multi-Layer Perceptron and Symbolic Data, in: Symbolic Data Analysis and the SODAS Software, E. Diday, M. Noirhomme-Fraiture (editors), Wiley, January 2008, chap. 20, p. 373–391.
[56]: D. Tanasa, F. Masseglia, B. Trousse.
Mining Generalized Web Data for Discovering Usage Patterns, in: Encyclopedia of Data Warehousing and Mining, 2nd edition, J. Wang (editor), IGI global, 2008.
[57]: B. Trousse, M.-A. Aufaure, B. Le Grand, Y. Lechevallier, F. Masseglia.
Web Usage Mining for Ontology Management, in: Data Mining with Ontologies: Implementations, Findings and Frameworks., N. Hèctor Oscar, Gonzalez Cisaro. Sandra Elisabeth G, X. Daniel Hugo (editors), Information Science Reference, 2008, chap. 3, p. 37-64.

Books or Proceedings Editing

[58]: M.-A. Aufaure, O. Boussaid, P. Kuntz (editors)
Atelier Mesures de similarité sémantique. 8èmes journées Extraction et Gestion des Connaissances, january 2008, 132 pages p.
[59]: F. Guillet, B. Trousse (editors)
Extraction et gestion des connaissances (EGC'2008), Actes des 8èmes journées Extraction et Gestion des Connaissances, Sophia-Antipolis, France, 29 janvier au 1er février 2008, 2 Volumes, Revue des Nouvelles Technologies de l'Information, Cépaduès-Éditions, 2008, vol. RNTI-E-11.
[60]: Z. Jrad, A. Abdouroihalane, M.-A. Aufaure (editors)
Atelier Modélisation utilisateur et personnalisation d'interfaces Web. 8èmes journées Extraction et Gestion des Connaissances, january 2008, 68 pages p
http://www-sop.inria.fr/axis/egc08/atelier_7.pdf.
[61]: B. Senach, B. Trousse (editors)
Atelier Analyse des usages et Mobilité urbaine. 8èmes journées Extraction et Gestion des Connaissances, 2008, 38 pages p.

Internal Reports

[62]: CEMAGREF, PIKKO, LIRMM, INRIA, NORMIND, SCRIPTAL.
Vers une infrastructure appropriée pour la conception participative (entre terrain et internet) et la mise en uvre des chartes de territoire - Plan de management du projet phase 1, Projet INTERMED 2008-2010, 2008, n^o 2.
[63]: GET-ENST, LIRMM, CEREGMIA, INRIA, LGI2P, EDF R&D, FT R&D.
Etat de l'art des approches de résumés des flots de données, Projet MIDAS 2008-2010, 2008, n^o Tache 1.1.
[64]: G. Panthari.
Mining Sequential Patterns at Optimal Time Granularity, Technical report, Juillet 2008.
[65]: PIKKO, CEMAGREF, LIRMM, INRIA, NORMIND, SCRIPTAL.
Vers une infrastructure appropriée pour la conception participative (entre terrain et internet) et la mise en oeuvre des chartes de territoire - Plan d'expérimentation phase 1, Projet INTERMED 2008-2010, 2008, n^o 1.
[66]: G. Singh.
Collaborative Mining of Outliers for Intrusion Detection, Technical report, Juillet 2008.
[67]: W. Wang, T. Guyet, R. Quiniou, M.-O. Cordier, F. Masseglia.
Online and adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams, ARC SéSur intern document, 2008.

Other Publications

[68]: o. Haddad.
Intégration dans un système de personnalisation de contrainte géographique et évaluation de cette approche, Mémoire de fin d'étude, ENSI, Université de la Manouba, Tunis, 2008.
[69]: B. Senach, J. Marlier.
Deux études de mobilité urbaine et Inspection ergonomique de site et analyse de log - Confiance et covoiturage, Presentation at World Usability Day, 2008
http://www.use-age.org/wud/2008/Slides_INRIA.pdf.
[70]: A.-M. Vercoustre, J. Pehcevski, V. Naumovski.
Topic Difficulty Prediction in Entity Ranking, submitted for publication, 2008.
[71]: N. Verma.
Detection Intrusion: how to preserve privacy in a collaborative environment?, Masters thesis, LGI2P, France, Juillet 2008.

References in notes

[72]: H.-H. Bock, E. Diday (editors)
Analysis of Symbolic Data. Exploratory methods for extracting statistical information from complex data, Springer Verlag, 2000.
[73]: P. Blackburn, J. Bos, K. Striegnitz.
Learn Prolog Now!, Texts in Computing, College Publications, 2006, vol. 7.
[74]: M. Chavent.
A monothetic clustering method, in: Pattern Recognition Letters, September 1998, vol. 19, n^o 11, p. 989-996.
[75]: M. Chavent, Y. Lechevallier, O. Briant.
DIVCLUS-T: A monothetic divisive hierarchical clustering method, in: Computational Statistics and Data Analysis, 2007, vol. 52, p. 687-701.
[76]: S. Chelcea.
Agglomerative 2-3 Hierarchical Classification: Theoretical and Applicative Study, Ph. D. Thesis, University of Nice Sophia Antipolis, March 2007.
[77]: W. F. Clocksin, C. S. Mellish.
Programming in Prolog, 5th edition, Springer Verlag, 2003.
[78]: B. Conan-Guez, F. Rossi.
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound, in: Proceedings of 9th International Work-Conference on Artificial Neural Networks (IWANN 2007), San Sebastian (Spain), F. Sandoval, A. Prieto, J. Cabestany, M. Grana (editors), Lecture Notes in Computer Science, June 2007, n^o 4507, p. 203–210.
[79]: B. Conan-Guez, F. Rossi, A. El Golli.
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps, in: Neural Networks, August 2006, vol. 19, n^o 6–7, p. 855–863
http://hal.inria.fr/inria-00174196.
[80]: D. Das.
Data steams: Some improvements on titled time windows, Masters thesis, LGI2P, France, Juillet 2008.
[81]: F. De Carvalho, R. M. C. R. de Souza, M. Chavent, Y. Lechevallier.
Adaptive Hausdorff distances and dynamic clustering of symbolic interval data, in: Pattern Recognition Letters, February 2006, vol. 27, n^o 3, p. 167–179.
[82]: T. Despeyroux.
Developing efficient parsers in Prolog: the CLF manual (v1.0), Technical Report, INRIA, 2006, n^o RT-0328
http://hal.inria.fr/inria-00120518/en/.
[83]: T. Despeyroux, B. Trousse.
De la sémantique des langages de programmation à la vérification sémantique des sites Web, in: Journées scientifiques de l'action spécifique Web Sémantiques, CNRS, Paris, October 2002
http://www.lalic.paris4.sorbonne.fr/stic/octobre/programme0209.html.
[84]: E. Diday, G. Govaert.
Classification automatique avec distance adaptatives, in: R.I.A.R.O Informatique Computer Science, 1977, vol. 11, n^o 4, p. 329-349.
[85]: M. E. Fayad, D. C. Schmidt.
Object-Oriented Application Frameworks, in: Communication of the ACM, 1997, vol. 40, n^o 10, p. 32-38.
[86]: B. J. J. Frey, D. Dueck.
Clustering by Passing Messages Between Data Points., in: Science, January 2007.
[87]: M. Jaczynski, B. Trousse.
Patrons de conception dans la modélisation d'une plate-forme po ur le raisonnement à partir de cas, in: Revue l'Objet, Numéro Spécial sur les patterns orientés objets, D. Rieu et J-P. Giraudon (guest editors), 1999, vol. 5, n^o 2.
[88]: R. E. Johnson, B. Foote.
Designing Reusable Classes, in: Journal of Object-oriented programming, 1988, vol. 1, n^o 2, p. 22–35.
[89]: M. Noirhomme-Fraiture, et al..
User manual for SODAS 2 Software, version 1.0, FUNDP, Belgique, april 2004.
[90]: R. A. O'Keefe.
The craft of Prolog, MIT Press , Cambridge, MA, USA, 1990.
[91]: Y. Pitarch, A. Laurent, M. Plantevit, P. Poncelet.
Fenêtres sur cube, in: 24ièmes journees Bases de Données Avancées (BDA'08), 2008.
[92]: Y. Pitarch.
Fouille de flot de données multidimensionnelles, Masters thesis, University of Montpellier 2, France, Juillet 2008.
[93]: F. Rossi, B. Conan-Guez.
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis, in: Neural Networks, January 2005, vol. 18, n^o 1, p. 45–60
http://hal.inria.fr/inria-00000599.
[94]: F. Rossi, B. Conan-Guez.
Un modèle neuronal pour la régression et la discrimination sur données fonctionnelles, in: Revue de Statistique Appliquée, 2005, vol. LIII, n^o 4, p. 5–30
http://hal.inria.fr/inria-00001190.
[95]: F. Rossi, B. Conan-Guez.
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs, in: Neural Processing Letters, February 2006, vol. 23, n^o 1, p. 55–70
http://hal.inria.fr/inria-00001191.
[96]: F. Rossi, N. Delannay, B. Conan-Guez, M. Verleysen.
Representation of Functional Data in Neural Networks, in: Neurocomputing, March 2005, vol. 64, p. 183–210
http://hal.inria.fr/inria-00000666.
[97]: F. Rossi, A. Hasenfuss, B. Hammer.
Accelerating Relational Clustering Algorithms With Sparse Prototype Representation, in: Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 07), Bielefeld (Germany), ISBN: 978-3-00-022473-7, September 2007
http://dx.doi.org/10.2390/biecoll-wsom2007-144.
[98]: F. Rossi.
Model collisions in the dissimilarity SOM, in: Proceedings of XVth European Symposium on Artificial Neural Networks (ESANN 2007), Bruges (Belgium), April 2007, p. 25–30
http://apiacoa.org/publications/2007/dsom-collision-esann.pdf.
[99]: H. Saneifar, S. Bringay, A. Laurent, M. Teisseire.
S2MP: Similarity Measure for Sequential Patterns, in: Seventh Australasian Data Mining Conference (AusDM 2008), Glenelg, Australia, J. F. Roddick, J. Li, P. Christen, P. Kennedy (editors), CRPIT, ACS, 2008, vol. 87.
[100]: H. Saneifar.
Clustering de motifs séquentiels et ses application à la détection d'intrusion, Masters thesis, University of Montpellier 2, France, Juillet 2008.
[101]: D. Tanasa, B. Trousse.
Data Preprocessing for WUM, in: IEEE Potentials, August 2004, vol. 23, n^o 3, p. 22–25.
[102]: B. Trousse, B. Senach, C. Mangeat, G. Clouet.
Analyse de l'usage d'un site d'information voyageurs (rapport final), 89 pages, Inria, March 2007, n^o D5.3.
[103]: N. Verma.
Detection Intrusion: how to preserve privacy in a collaborative environment?, Masters thesis, LGI2P, France, Juillet 2008.
[104]: N. Villa, F. Rossi.
A comparison between dissimilarity SOM and kernel SOM for clustering the vertices of a graph, in: Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 07), Bielefeld (Germany), ISBN: 978-3-00-022473-7, September 2007
http://dx.doi.org/10.2390/biecoll-wsom2007-139.
[105]: Y. Yang, M.-A. Aufaure, C. Claramunt.
Towards a DL-Based semantic user model for web personalization, in: The First International Workshop on Knowledge-based User Interface, KUI 2007, Athens, Greece, IEEE Computer Society Press, 19 June 2007.
[106]: X. Zhang, C. Furtlehner, M. Sebag.
Data Streaming with Affinity Propagation, in: ECMLPKDD (2), 2008, p. 628-643.

Logo Inria