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BIBM
2009
IEEE
192views Bioinformatics» more  BIBM 2009»
15 years 8 months ago
A Multi-task Feature Selection Filter for Microarray Classification
A major challenge in microarray classification and biomarker discovery is dealing with small-sample high-dimensional data where the number of genes used as features is typically o...
Liang Lan, Slobodan Vucetic
AAAI
2008
15 years 4 months ago
Feature Selection for Activity Recognition in Multi-Robot Domains
In multi-robot settings, activity recognition allows a robot to respond intelligently to the other robots in its environment. Conditional random fields are temporal models that ar...
Douglas L. Vail, Manuela M. Veloso
PKDD
2010
Springer
162views Data Mining» more  PKDD 2010»
15 years 11 days ago
Expectation Propagation for Bayesian Multi-task Feature Selection
In this paper we propose a Bayesian model for multi-task feature selection. This model is based on a generalized spike and slab sparse prior distribution that enforces the selectio...
Daniel Hernández-Lobato, José Miguel...
ICPR
2004
IEEE
16 years 3 months ago
Probabilistic Tracking with Adaptive Feature Selection
Chiou-Shann Fuh, Hwann-Tzong Chen, Tyng-Luh Liu
KDD
2007
ACM
150views Data Mining» more  KDD 2007»
16 years 2 months ago
Feature selection methods for text classification
Anirban Dasgupta, Petros Drineas, Boulos Harb, Van...