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IEICE Trans

Keyword : training data selection

Improving Generalization Ability through Active Learning
Sethu VIJAYAKUMAR Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/02/25
Vol. E82-D  No. 2 ; pp. 480-487
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
active learning, wiener optimization criterion, generalization, inverse problem, training data selection, 
 Summary | Full Text:PDF
Training Data Selection Method for Generalization by Multilayer Neural Networks
Kazuyuki HARA Kenji NAKAYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/03/25
Vol. E81-A  No. 3 ; pp. 374-381
Type of Manuscript:  Special Section PAPER (Special Section of Selected Papers from the 10th Karuizawa Workshop on Circuits and Systems)
Category: 
Keyword: 
training data selection, generalization performance, multilayer neural networks, 
 Summary | Full Text:PDF