Anto Satriyo NUGROHO


CombNET-III with Nonlinear Gating Network and Its Application in Large-Scale Classification Problems
Mauricio KUGLER Susumu KUROYANAGI Anto Satriyo NUGROHO Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/02/01
Vol. E91-D  No. 2  pp. 286-295
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
large-scale classification problemssupport vector machinesgating networksdivide-and-conquer
 Summary | Full Text:PDF(532.3KB)

CombNET-III: A Support Vector Machine Based Large Scale Classifier with Probabilistic Framework
Mauricio KUGLER Susumu KUROYANAGI Anto Satriyo NUGROHO Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/09/01
Vol. E89-D  No. 9  pp. 2533-2541
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
large scale classification problemssupport vector machinesprobabilistic frameworkdivide-and-conquer
 Summary | Full Text:PDF(584.8KB)

A Solution for Imbalanced Training Sets Problem by CombNET-II and Its Application on Fog Forecasting
Anto Satriyo NUGROHO Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/07/01
Vol. E85-D  No. 7  pp. 1165-1174
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural networkCombNET-IIself-growing algorithmimbalanced training sets problemfog forecasting
 Summary | Full Text:PDF(962.3KB)