Workshop on Data Mining and Mathematical Programming

October 10-13, 2006

Program

 

Tuesday, October 10, 2006

08:30 - 09:20
Registration
Room 5345


Meeting room : 6214

09:30 - 09:35
Welcoming addresses Odile Marcotte
09:35 - 09:45
Opening remarks Pierre Hansen
09:45 - 10:45
Olvi L. Mangasarian
(University of Wisconsin, Madison)
Nonlinear Knowledge in Kernel Machines
Abstract
11:00 - 12:00
Yoshua Bengio
(Université de Montréal)
Facing Non-Convex Optimization to Scale Machine Learning to AI
Abstract


Meeting room : 6214

14:00 - 15:00
Emilio Carrizosa
(Universidad de Sevilla)
Linear Classifiers and arbitrary distance minimization
Abstract
15:15 - 16:15
Pierre Legendre
(Université de Montréal)
What are the important spatial scales in an ecosystem?
Abstract
16:30 - 17:10
Vladimir Makarenkov
(Université du Québec à Montréal)
Efficient algorithms for modeling complete and partial horizontal gene transfer scenarios
Abstract
17:20 - 18:20
Kristin Bennett
(Rensselaer Polytechnic Institute)
Model Selection via Bilevel Optimization
Abstract

 

Wednesday, October 11, 2006


Meeting room : 6214

09:00 - 10:00
Peter L. Hammer
(Rutgers University)
Optimization Models for Logical Analysis of Data
Abstract
10:15 - 11:15
Boris Mirkin
(Birkbeck College)
L2 and L1 methods for bilinear K-Means clustering
Abstract
11:30 - 12:30
Panos Pardalos
(University of Florida)
Supervised and Unsupervised Consistent Biclustering
Abstract


Meeting room : 6214

14:30 - 15:30
Musa Mammadov
(University of Ballarat)
A new approach to data classification and its applications to adverse drug reaction problems
Abstract
15:45 - 16:45
Art Chaovalitwongse
(Rutgers University)
Optimization-Based Data Mining Approaches in Neuroscience Research
Abstract
17:00 - 18:00
Sergiy Butenko
(Texas A&M University)
On models of clusters in graph-based data mining
Abstract

18:00
Welcoming reception
Room 6245

 

Thursday, October 12, 2006


Meeting room : 6214

09:00 - 10:00
Steve Smale
(University of California at Berkeley)
Patterns in data
Abstract
10:15 - 11:15
Pando G. Georgiev
(University of Cincinnati)
Subspace clustering under constraints - a new kind of classifiers
Abstract
11:30 - 12:30
Mario Guarracino
(ICAR-CNR)
A constructive approach to incremental learning
Abstract


Meeting room : 6214

14:30 - 15:30
Fionn Murtagh
(Royal Holloway, University of London)
Ultrametric Embedding: Application to Data Fingerprinting and to Fast Data Clustering
Abstract
15:45 - 16:45
Jiming Peng
(McMaster University)
0-1 Semidefinite Programming for Graph-Cut Clustering: Modelling and Approximation
Abstract
17:00 - 18:00
Carlos Oliveira
(Oklahoma State University)
Mathematical programming models in Ad hoc network optimization
Abstract

 

Friday, October 13, 2006


Meeting room : 6214

09:00 - 10:00
Dolores Romero Morales
(University of Oxford)
A Column Generation Approach for Support Vector Machines
Abstract
10:15 - 11:15
Gilles Caporossi
(HEC)
Finding relations between graph invariants
Abstract
11:30 - 12:30
Onur Seref
(University of Florida)
Selective Support Vector Machines
Abstract


Meeting room : 6214

14:30 - 15:30
Nenad Mladenovic
(Brunel University West London)
Solving Large p-Median Problem with Primal-Dual Variable Neighborhood Search
Abstract
15:45 - 16:45
Jean-Pierre Barthélémy
(ENST Bretagne)
Rigid hypergraphs: combinatorial optimization problems in clustering and similarity analysis
Abstract
17:00 - 17:40
Khalid Chenguiti
(Université de Sherbrooke)
Functional data analysis methods
Abstract