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 learningwiener optimization criteriongeneralizationinverse problemtraining data selection
 Summary | Full Text:PDF(294.1KB)

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 selectiongeneralization performancemultilayer neural networks
 Summary | Full Text:PDF(640KB)