ABE SHIGEO

J-GLOBAL         Last updated: Dec 7, 2018 at 12:01
 
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Name
ABE SHIGEO
Affiliation
Kobe University
Job title
Professor

Research Areas

 
 

Published Papers

 
Shigeo Abe
Pattern Recognition Letters   116 218-224   Dec 2018   [Refereed]
Shigeo Abe
IAPR Workshop on Artificial Neural Networks in Pattern Recognition   41-53   2018   [Refereed]
Shigeo Abe
Pattern Recognition Letters   98 96-102   2017   [Refereed]
Shigeo Abe
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   9896 LNAI 29-41   Jan 2016
© Springer International Publishing AG 2016. Maximal average margin classifiers (MAMCs) maximize the average margin without constraints. Although training is fast, the generalization abilities are usually inferior to support vector machines (SVMs)...
Shigeo Abe
International Journal of Machine Learning and Cybernetics   7(3) 345-364   2016   [Refereed]

Misc

 
Support Vector Machines for Pattern Classification
Springer-Verlag      2005
Neural Networks Applications in Information Technology and Web Engineering
   2005
Kernel-Based Pattern Classification
   2005

Books etc

 
Shigeo Abe
Springer   2010   ISBN:9781849960977
Shigeo Abe
Springer   2005   ISBN:1852339292
Shigeo Abe
Springer   2001   ISBN:1852333529
Shigeo Abe
Kluwer Academic   1997   ISBN:0792398149
Shigeo Abe
Springer   ISBN:9781447125488

Conference Activities & Talks

 
Shigeo Abe
The LWA 2015 Workshops: KDML, FGWM, IR and FGDB   Oct 2015   

Association Memberships

 
 

Research Grants & Projects

 
Pattern classification and function approximation using support vector machines