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» An Overview of Associative Classifiers
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ICRA
2010
IEEE
154views Robotics» more  ICRA 2010»
14 years 8 months ago
Activation of a mobile robot through a brain computer interface
- This work presents the development of a brain computer interface as an alternative communication channel to be used in Robotics. It encompasses the implementation of an electroen...
Alexandre Ormiga Galvão Barbosa, David Rona...
PKDD
2010
Springer
143views Data Mining» more  PKDD 2010»
14 years 7 months ago
A Unified Approach to Active Dual Supervision for Labeling Features and Examples
Abstract. When faced with the task of building accurate classifiers, active learning is often a beneficial tool for minimizing the requisite costs of human annotation. Traditional ...
Josh Attenberg, Prem Melville, Foster J. Provost
KDD
2009
ACM
173views Data Mining» more  KDD 2009»
15 years 10 months ago
The offset tree for learning with partial labels
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
Alina Beygelzimer, John Langford
ICANN
2003
Springer
15 years 2 months ago
Confidence Estimation Using the Incremental Learning Algorithm, Learn++
Pattern recognition problems span a broad range of applications, where each application has its own tolerance on classification error. The varying levels of risk associated with ma...
Jeffrey Byorick, Robi Polikar
ICANN
2003
Springer
15 years 2 months ago
An Intelligent Scheme for Facial Expression Recognition
: This paper addresses the problem of emotion recognition in faces through an intelligent neuro-fuzzy system, which is capable of analysing facial features extracted following the ...
Amaryllis Raouzaiou, Spiros Ioannou, Kostas Karpou...