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NIPS
1994
15 years 3 months ago
Active Learning with Statistical Models
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
David A. Cohn, Zoubin Ghahramani, Michael I. Jorda...
ICONIP
1998
15 years 3 months ago
ECOS: Evolving Connectionist Systems and the ECO Learning Paradigm
The paper presents a framework called ECOS for Evolving COnnectionist Systems. ECOS evolve through incremental learning. They can accommodate any new input data, including new fea...
Nikola K. Kasabov
TSMC
2008
177views more  TSMC 2008»
15 years 12 days ago
Adaptive Critic Learning Techniques for Engine Torque and Air-Fuel Ratio Control
A new approach for engine calibration and control is proposed. In this paper, we present our research results on the implementation of adaptive critic designs for self-learning con...
Derong Liu, Hossein Javaherian, Olesia Kovalenko, ...
IJCNN
2008
IEEE
15 years 8 months ago
Extreme learning machine for multi-categories classification applications
Hai-Jun Rong, Guang-Bin Huang, Yew-Soon Ong
IWANN
2005
Springer
15 years 7 months ago
An Approach to Reduce the Cost of Evaluation in Evolutionary Learning
Raúl Giráldez, Norberto Díaz-...