The First International Workshop on Topological learning @ ISMIS 2009

   
 
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PROGRAM

 

  SEPTEMBER 14, 2009 – Monday

 

13:00 - 14:00

Workshop Registration

Rajska Building by Lecture Hall 211

14:00 - 14:15

Welcome Address

Lecture Hall 211

14:15 - 15:30

Topological Learning I

Chair: Djamel A. Zighed

14:15 - 14:40

A Model Selection Algorithm for the Generative Gaussian Graph

Pierre Gaillard & Michaël Aupetit

14:40 - 15:05

Voting Memory Based Self-Organizing Map

Nistor Grozavu & Younès Bennani

15:05 - 15:30

Manifold and Data Filtering on Graphs

Olivier Lézoray, Vinh-Thong Ta & Abderrahim Elmoataz

     15:30 - 15:45 Coffee Break

15:45 - 17:25

Topological Learning II

Chair: Michaël Aupetit

15:45 - 16:10

Graph-based Clustering Method with Self-Detection of the Cluster Number

Fabrice Muhlenbach & Stéphane Lallich

16:10 - 16:35

Large Graph Representation on a Sphere

Jerome Galtier

16:35 - 17:00

Kernel Construction via Graph Adaptation

Vincent Pisetta & Djamel A. Zighed

17:00 - 17:25

Distance Transformation for Effective Dimension Reduction of

High-Dimensional Data

Eniko Szekely, Eric Bruno & Stéphane Marchand-Maillet

17:25 - 17:45

Conclusions

Closing