Keyword : generalization


Identifying Important Tweets by Considering the Potentiality of Neurons
Ryozo KITAJIMA Ryotaro KAMIMURA Osamu UCHIDA Fujio TORIUMI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/08/01
Vol. E99-A  No. 8 ; pp. 1555-1559
Type of Manuscript:  Special Section LETTER (Special Section on Information and Communication Systems for Safe and Secure Life)
Category: 
Keyword: 
tweetsneural networkgeneralizationselective informationpotentiality
 Summary | Full Text:PDF(189.3KB)

Neighborhood Level Error Control Codes for Multi-Level Cell Flash Memories
Shohei KOTAKI Masato KITAKAMI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/09/01
Vol. E96-D  No. 9 ; pp. 1926-1932
Type of Manuscript:  Special Section PAPER (Special Section on Dependable Computing)
Category: 
Keyword: 
Integer codesasymmetric symbol errorgeneralizationNAND Flash memoryneighborhood level error
 Summary | Full Text:PDF(237.9KB)

Equations of States in Statistical Learning for an Unrealizable and Regular Case
Sumio WATANABE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2010/03/01
Vol. E93-A  No. 3 ; pp. 617-626
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
bayes learninggeneralizationinformation criterionsingularregular
 Summary | Full Text:PDF(160.3KB)

An Adaptive Penalty-Based Learning Extension for the Backpropagation Family
Boris JANSEN Kenji NAKAYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/08/01
Vol. E89-A  No. 8 ; pp. 2140-2148
Type of Manuscript:  Special Section PAPER (Special Section on Papers Selected from the 20th Symposium on Signal Processing)
Category: 
Keyword: 
backpropagationlearning algorithmconvergenceerror functionneural networksgeneralization
 Summary | Full Text:PDF(316.2KB)

A Pruning Algorithm for Training Cooperative Neural Network Ensembles
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3 ; pp. 1257-1269
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural network ensembleensemble designnegative correlation learningpruningnode decayover-fittinggeneralization
 Summary | Full Text:PDF(434.7KB)

Neural Network Training Algorithm with Positive Correlation
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/10/01
Vol. E88-D  No. 10 ; pp. 2399-2409
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
artificial neural networkscorrelationpositive correlationinformation theoryentropyhidden unit activitygeneralization
 Summary | Full Text:PDF(776KB)

An Approach to Perceiving the Multi-Meaningful-Dotted- Pattern in a CBP Image
Yung-Sheng CHEN Mei-Hui WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/06/01
Vol. E84-D  No. 6 ; pp. 751-754
Type of Manuscript:  LETTER
Category: Image Processing, Image Pattern Recognition
Keyword: 
image segmentationpattern recognitionactive visiongeneralization
 Summary | Full Text:PDF(804.8KB)

Realization of Admissibility for Supervised Learning
Akira HIRABAYASHI Hidemitsu OGAWA Akiko NAKASHIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/05/25
Vol. E83-D  No. 5 ; pp. 1170-1176
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
supervised learninggeneralizationtraining errorover-fittingadmissibility
 Summary | Full Text:PDF(377.7KB)

Methods for Adapting Case-Bases to Environments
Hiroyoshi WATANABE Kenzo OKUDA Katsuhiro YAMAZAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/10/25
Vol. E82-D  No. 10 ; pp. 1393-1400
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
case-based reasoningenvironmental changesforgettinggeneralizationspecialization
 Summary | Full Text:PDF(363.4KB)

Admissibility of Memorization Learning with Respect to Projection Learning in the Presence of Noise
Akira HIRABAYASHI Hidemitsu OGAWA Yukihiko YAMASHITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/02/25
Vol. E82-D  No. 2 ; pp. 488-496
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
feedforward neural networkgeneralizationtraining errorover-learningadmissibility
 Summary | Full Text:PDF(315.3KB)

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)

Learning Curves in Learning with NoiseAn Empirical Study
Hanzhong GU Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/01/25
Vol. E80-D  No. 1 ; pp. 78-85
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
concept learningnoisy learninggeneralizationlearning curvesneural networks
 Summary | Full Text:PDF(632.7KB)

Fractal Connection Structure: A Simple Way to lmprove Generalization in Nonlinear Learning Systems
Basabi CHAKRABORTY Yasuji SAWADA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/10/25
Vol. E79-A  No. 10 ; pp. 1618-1623
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications (NOLTA))
Category: Neural Nets and Human Being
Keyword: 
neural netmultilayer perceptronfractal connectionrandom connectiongeneralizationpattern classification
 Summary | Full Text:PDF(554.3KB)

Improving Generalization Performance by Information Minimization
Ryotaro KAMIMURA Toshiyuki TAKAGI Shohachiro NAKANISHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/02/25
Vol. E78-D  No. 2 ; pp. 163-173
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
minimum informationentropyinternal representationhidden unitgeneralization
 Summary | Full Text:PDF(882.2KB)

Considerations of Learnability of Multilayer Neural Networks
Yasuo ITOH 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/02/25
Vol. E76-A  No. 2 ; pp. 239-241
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networkgeneralizationoverlearninglearnability
 Summary | Full Text:PDF(160.7KB)

Containment Problems for Pattern Languages
Yasuhito MUKOUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/07/25
Vol. E75-D  No. 4 ; pp. 420-425
Type of Manuscript:  Special Section PAPER (Special Issue on Algorithmic Learning Theory)
Category: 
Keyword: 
pattern languagecontainmentgeneralizationdecision problem
 Summary | Full Text:PDF(474.9KB)