Saturday, April 23, 2005
|
|
7:00am – 8:15am |
Continental Breakfast |
|
8:30am – 10:00am |
Session Chair: Huan Liu
A novel Feature Selection Score for Text Categorization
(full paper)
Authors: Susana Eyheramendy, David Madigan
Text Classification
by Augmenting the Bag-of-Words Representation with
Redundancy-Compensated Bigrams
(full paper)
Authors: Constantinos Boulis, Mari Ostendorf
Comparing and
Combining Dimension Reduction Techniques for Efficient Text
Clustering
(full paper)
Authors: Bin Tang, Michael Shepherd, Evangelos Milios, Malcolm I.
Heywood
|
|
10:00am – 10:30am |
Coffee Break |
|
10:30am – 12:00 |
Session Chair: Robert Stine
Boosted Lasso
(full paper)
Authors: Peng Zhao, Bin Yu
Feature Selection
with a General Hybrid Algorithm
(full paper)
Authors: Jerffeson Souza, Nathalie Japkowicz, Stan Matwin
Minimum
Redundancy and Maximum Relevance Feature Selection and Recent
Advances in Cancer Classification
(full paper)
Authors: Hanchuan Peng, Chris Ding
Gene
Expression Analysis of HIV-1 Linked p24-specific CD4+ T-Cell
Responses for Identifying Genetic Markers
(short paper)
Authors: Sanjeev Raman, Carlotta Domeniconi |
| 12:00
– 1:45pm |
Lunch |
|
1:45pm – 2:45pm |
Session Chair: Robert Stine
Jerry
Oglesby, SAS
Keynote Speaker:
Trevor Hastie
(slides
in pdf) |
|
2:45pm – 3:15pm |
Coffee Break |
|
3:15pm – 4:30pm |
Session Chair: Huan Liu
Feature
Filtering with Ensembles Using Artificial Contrasts
(short paper)
Authors: Eugen Tuv, Kari Torkkola
An Optimal Binning
Transformation for Use in Predictive Modeling
(short paper)
Authors: Talbot Michael Katz
A Supervised
Feature Subset Selection Technique for Multivariate Time Series
(short paper)
Authors: Kiyoung Yang, Hyunjin Yoon, Cyrus Shahabi
A Deeper Probabilistic Model for Documents (invited
presentation)
Speaker: Charles Elkan |
|
4:30pm |
Workshop Adjourns |
Poster Papers
Parallelizing Feature Selection
Authors: Jerffeson Souza,
Nathalie Japkowicz, Stan Matwin
Optimal Division for Feature
Selection and Classification
Authors: Mineichi Kudo,
Hiroshi Tenmoto
|