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Saturday,
April 22, 2006
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| 7:30am – 8:00am |
Continental Breakfast |
| 8:15am – 10:00am |
Welcome Greetings from Huan Liu,
Robert Stine and Leonardo Auslender
Session Chair: Robert Stine
Scaled Entropy and DF-SE: Different and
Improved Unsupervised Feature Selection
Techniques for Text Clustering
Authors: Deepak P., S. Roy
Attribute Selection
Methods for Filtered Attribute Subspace based Bagging with Injected
Randomness (FASBIR)
Authors: I. Whittley, A. Bagnall, L. Bull, M. Pettipher, M. Studley, F.
Tekiner
A Novel Effective
Distributed Dimensionality Reduction Algorithm
Authors: P. Magdalinos, C. Doulkeridis, M. Vazirgiannis
An Ensemble Method for
Identifying Robust Features for Biomarker Identification
Authors: D. Chan, S. Bridges, S. Burgess
An ICA-based Feature
Selection Method for Microarray Sample Clustering
Authors: L. Zhu, C. Tang
A Feature Generation
Algorithm for Sequences with Application to Splice-Site Prediction
Authors: R. Islamaj, L. Getoor,
W. Wilbur
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| 10:00am – 10:30am |
Coffee Break |
| 10:30am – 12:00 |
Session
Chair: Robert Stine
Feature Selection
Considering Attribute Inter-dependencies (full paper)
Authors: M. Mejia-Lavalle, E. Morales
Pairwise
Constraints-Guided Dimensionality Reduction (full paper)
Authors: W. Tang, S. Zhong
Unsupervised Feature
Selection Scheme for Clustering of Symbolic Data Using the Multivalued
Type Similarity Measure
Authors: B. Kiranagi, D. Guru, V. Gudivada
Aiming for Parsimony in
the Sequential Analysis of Activity-Diary Data
Authors: E. Moons, G. Wets
An Ensemble of Anomaly
Classifiers for Identifying Cyber Attacks
Authors: C. Kelly, D. Spears, C. Karlsson, P. Polyakov
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| 12:00 – 1:30pm |
Lunch |
| 1:30pm – 3:00pm |
Session
Chair: Huan Liu
Introduction: Jerry Oglesby, SAS
Keynote: Knowledge,
Data, and Search in Computational Discovery (ppt slides)
Speaker: Pat Langley
Computational
Learning Laboratory, Center for the Study of Language and Information,
Stanford University |
| 3:00pm – 3:30pm |
Coffee Break |
| 3:30pm – 4:45pm |
Session Chair: Robert Stine
Concept Identification
in Web Pages
Author: Z. Sun
A Study of Multi-Objective
Fitness Functions for a Feature Selection Genetic Agorithm
Authors:
M.
Basgalupp, K.
Becker, D. Ruiz
Feature
Selection with a Perceptron Neural Net
Authors: M.
Mejia-Lavalle, E. Sucar, G. Arroyo
A
Continuous Variable Response Driven Transformation for Use in
Predictive Modeling
Authors:
T. Katz
Using the Symmetrical Tau (τ) Criterion for Feature Selection in
Decision Tree and Neural Network Learning
Authors: F. Hadzic, T. Dillon
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| 4:45pm |
Workshop Adjourns |
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