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9th EGC 2009: Strasbourg, France - Best of Volume
- Fabrice Guillet, Gilbert Ritschard
, Djamel Abdelkader Zighed, Henri Briand:
Advances in Knowledge Discovery and Management [Best of EGC 2009, Strasbourg, France]. Studies in Computational Intelligence 292, Springer 2010, ISBN 978-3-642-00579-4
Supervised Learning and Information Retrieval
- Matthias Studer
Discrepancy Analysis of Complex Objects Using Dissimilarities. 3-19 - Nicolas Voisine, Marc Boullé, Carine Hue:
A Bayes Evaluation Criterion for Decision Trees. 21-38 - Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich, Nguyen-Khang Pham:
Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees. 39-55 - Nguyen-Khang Pham, Annie Morin, Patrick Gros, Quyet-Thang Le:
Intensive Use of Correspondence Analysis for Large Scale Content-Based Image Retrieval. 57-76 - Emanuel Aldea, Isabelle Bloch:
Toward a Better Integration of Spatial Relations in Learning with Graphical Models. 77-94
Unsupervised Learning
- Gilles Hubert
Multigranular Manipulations for OLAP Querying. 97-112 - Sébastien Lefèvre
A New Approach for Unsupervised Classification in Image Segmentation. 113-131 - Nistor Grozavu, Younès Bennani
Cluster-Dependent Feature Selection through a Weighted Learning Paradigm. 133-147 - Guillaume Cleuziou:
Two Variants of the OKM for Overlapping Clustering. 149-166 - Romain Bourqui
A Stable Decomposition Algorithm for Dynamic Social Network Analysis. 167-178
Security and Data Streaming
- Nesrine Gabsi, Fabrice Clérot, Georges Hébrail:
An Hybrid Data Stream Summarizing Approach by Sampling and Clustering. 181-200 - Lionel Vinceslas, Jean-Emile Symphor, Alban Mancheron, Pascal Poncelet:
SPAMS: A Novel Incremental Approach for Sequential Pattern Mining in Data Streams. 201-216 - Goverdhan Singh, Florent Masseglia, Céline Fiot, Alice Marascu, Pascal Poncelet
Mining Common Outliers for Intrusion Detection. 217-234 - Nischal Verma, François Trousset, Pascal Poncelet
Intrusion Detections in Collaborative Organizations by Preserving Privacy. 235-247
Ontologies and Semantic
- Fayçal Hamdi
Alignment-Based Partitioning of Large-Scale Ontologies. 251-269 - Farid Cerbah:
Learning Ontologies with Deep Class Hierarchies by Mining the Content of Relational Databases. 271-286 - Alina Dia Miron, Jérôme Gensel
Semantic Analysis for the Geospatial Semantic Web. 287-306 - Alain Lelu, Martine Cadot:
Statistically Valid Links and Anti-links BetweenWords and Between Documents: Applying TourneBool Randomization Test to a Reuters Collection. 307-324
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