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PKDD
2009
Springer
134views Data Mining» more  PKDD 2009»
15 years 10 months ago
Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC)
Abstract. We address the problem of joint feature selection in multiple related classification or regression tasks. When doing feature selection with multiple tasks, usually one c...
Paramveer S. Dhillon, Brian Tomasik, Dean P. Foste...
PKDD
2009
Springer
196views Data Mining» more  PKDD 2009»
15 years 10 months ago
Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
We consider causally sufficient acyclic causal models in which the relationship among the variables is nonlinear while disturbances have linear effects, and show that three princi...
Kun Zhang, Aapo Hyvärinen
BMEI
2008
IEEE
15 years 10 months ago
Performance Evaluation and Fusion of Methods for Early Detection of Alzheimer Disease
The number of people that develop Alzheimer’s Disease (AD) is rapidly rising, while the initial diagnosis and care of AD patients typically falls on non-specialist and still tak...
Brahim Hamadicharef, Cuntai Guan, Emmanuel C. Ifea...
HICSS
2008
IEEE
88views Biometrics» more  HICSS 2008»
15 years 10 months ago
Internet Users' Beliefs about Government Surveillance - The Role of Social Awareness and Internet Literacy
This study focuses on exploring Internet literacy and social awareness as antecedents to Internet users’ attitudes towards government surveillance in the Internet environment. P...
Tamara Dinev
IROS
2008
IEEE
144views Robotics» more  IROS 2008»
15 years 10 months ago
Learning nonparametric policies by imitation
— A long cherished goal in artificial intelligence has been the ability to endow a robot with the capacity to learn and generalize skills from watching a human teacher. Such an ...
David B. Grimes, Rajesh P. N. Rao