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ICML
1992
IEEE
15 years 3 months ago
The Principal Axes Method for Constructive Induction
Jerzy W. Bala, Ryszard S. Michalski, Janusz Wnek
COLT
1995
Springer
15 years 3 months ago
An Experimental and Theoretical Comparison of Model Selection Methods
Michael J. Kearns, Yishay Mansour, Andrew Y. Ng, D...
86
Voted
ICWL
2010
Springer
14 years 9 months ago
An Open Model for Learning Path Construction
Learning path construction is a complex task. It involves formulating and organizing learning activities, defining ways to evaluate student learning progress and to match such prog...
Fan Yang, Frederick W. B. Li, Rynson W. H. Lau
CORR
2011
Springer
147views Education» more  CORR 2011»
14 years 6 months ago
A Generalized Method for Integrating Rule-based Knowledge into Inductive Methods Through Virtual Sample Creation
Hybrid learning methods use theoretical knowledge of a domain and a set of classified examples to develop a method for classification. Methods that use domain knowledge have been ...
Ridwan Al Iqbal
ICRA
2010
IEEE
148views Robotics» more  ICRA 2010»
14 years 10 months ago
Body schema acquisition through active learning
— We present an active learning algorithm for the problem of body schema learning, i.e. estimating a kinematic model of a serial robot. The learning process is done online using ...
Ruben Martinez-Cantin, Manuel Lopes, Luis Montesan...