| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi |
Mining interlacing manifolds in high dimensional spaces.  |
SAC  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Fast Support Vector Training by Newton's Method. |
ICANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Takashi Nagatani, Seiichi Ozawa, Shigeo Abe |
Fast Variable Selection by Block Addition and Block Deletion. |
JILSA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Ryousuke Yabuwaki |
Convergence Improvement of Active Set Training for Support Vector Regressors. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yasuyuki Tajiri, Ryousuke Yabuwaki, Takuya Kitamura, Shigeo Abe |
Feature Extraction Using Support Vector Machines. |
ICONIP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Active set training of support vector regressors. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Seiichi Ozawa, Yohei Takeuchi, Shigeo Abe |
A Fast Incremental Kernel Principal Component Analysis for Online Feature Extraction. |
PRICAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryousuke Yabuwaki, Shigeo Abe |
Convergence improvement of active set support vector training. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Takuya Kitamura, Syogo Takeuchi, Shigeo Abe |
Feature selection and fast training of subspace based support vector machines. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tsuneyoshi Ishii, Shigeo Abe |
Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis. |
ANNPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Kazuya Morikawa, Seiichi Ozawa, Shigeo Abe |
Tuning membership functions of kernel fuzzy classifiers by maximizing margins. |
Memetic Computing |
2009 |
DBLP DOI BibTeX RDF |
Support vector machines, Membership functions, Tuning, Mahalanobis distance, Fuzzy classifiers, Kernel discriminant analysis |
| 1 | Takuya Kitamura, Syogo Takeuchi, Shigeo Abe, Kazuhiro Fukui |
Subspace-based support vector machines for pattern classification. |
Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yusuke Torii, Shigeo Abe |
Decomposition techniques for training linear programming support vector machines. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Ban, Changshui Zhang, Shigeo Abe |
A new approach to discover interlacing data structures in high-dimensional space. |
J. Intell. Inf. Syst. |
2009 |
DBLP DOI BibTeX RDF |
Interlacing data structures, Real world dataset, High-dimensional space |
| 1 | Shigeo Abe |
Is Primal Better Than Dual. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kazuki Iwamura, Shigeo Abe |
Sparse support vector machines by kernel discriminant analysis. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Syogo Takeuchi, Takuya Kitamura, Shigeo Abe, Kazuhiro Fukui |
Subspace based linear programming support vector machines. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Takuya Kitamura, Shigeo Abe, Kazuhiro Fukui |
Subspace based least squares support vector machines for pattern classification. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigenori Muraoka, Shigeo Abe |
Sparse support vector regressors based on forward basis selection. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Ban, Youki Kadobayashi, Shigeo Abe |
Sparse kernel feature analysis using FastMap and its variants. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Batch Support Vector Training Based on Exact Incremental Training. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kazuya Morikawa, Shigeo Abe |
Improved Parameter Tuning Algorithms for Fuzzy Classifiers. |
ICONIP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Comparison of sparse least squares support vector regressors trained in primal and dual. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Kazuki Iwamura, Shigeo Abe |
Sparse support vector machines trained in the reduced empirical feature space. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tsuneyoshi Ishii, Shigeo Abe |
Feature selection based on kernel discriminant analysis for multi-class problems. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis. |
ANNPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shinji Kita, Seiichi Ozawa, Satoshi Maekawa, Shigeo Abe |
A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition. |
IEICE Transactions |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Sparse least squares support vector training in the reduced empirical feature space. |
Pattern Anal. Appl. |
2007 |
DBLP DOI BibTeX RDF |
Empirical feature space, RBF kernels, Support vector machines, Pattern classification, Least squares support vector machines, Cholesky factorization, Multi-class support vector machines |
| 1 | Ryota Hosokawa, Shigeo Abe |
Fuzzy Classifiers Based on Kernel Discriminant Analysis. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Kenta Onishi |
Sparse Least Squares Support Vector Regressors Trained in the Reduced Empirical Feature Space. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Optimizing kernel parameters by second-order methods. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Yohei Takeuchi, Seiichi Ozawa, Shigeo Abe |
An Efficient Incremental Kernel Principal Component Analysis for Online Feature Selection. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Takashi Nagatani, Shigeo Abe |
Backward Varilable Selection of Support Vector Regressors by Block Deletion. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shinya Katagiri, Shigeo Abe |
Incremental training of support vector machines using hyperspheres. |
Pattern Recognition Letters |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Masamichi Ashihara, Shigeo Abe |
Feature Selection Based on Kernel Discriminant Analysis. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Takuya Kidera, Seiichi Ozawa, Shigeo Abe |
An Incremental Learning Algorithm of Ensemble Classifier Systems. |
IJCNN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Ban, Shigeo Abe |
Implementing Multi-class Classifiers by One-class Classification Methods. |
IJCNN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuya Kamada, Shigeo Abe |
Support Vector Regression Using Mahalanobis Kernels. |
ANNPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Yusuke Torii, Shigeo Abe |
Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques. |
ANNPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shinya Katagiri, Shigeo Abe |
Incremental Training of Support Vector Machines Using Truncated Hypercones. |
ANNPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Seiichi Ozawa, Soon Lee Toh, Shigeo Abe, Shaoning Pang, Nikola Kasabov |
Incremental learning of feature space and classifier for face recognition. |
Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomonori Kikuchi, Shigeo Abe |
Comparison between error correcting output codes and fuzzy support vector machines. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Training of Support Vector Machines with Mahalanobis Kernels. |
ICANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Modified backward feature selection by cross validation. |
ESANN |
2005 |
DBLP BibTeX RDF |
|
| 1 | Takashi Iwai, Motohide Yoshimura, Shigeo Abe |
Detection of Protein Crystallizations under Dynamic Environment. |
CIMCA/IAWTIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Kohei Asano, Motohide Yoshimura, Shigeo Abe |
Detection of Cell Forms in Multicellular Objects. |
CIMCA/IAWTIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Shosuke Kimura, Seiichi Ozawa, Shigeo Abe |
Incremental Kernel PCA for Online Learning of Feature Space. |
CIMCA/IAWTIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Noriaki Kawamura, Motohide Yoshimura, Shigeo Abe |
Image Query by Multiresolution Spectral Histograms. |
CIMCA/IAWTIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Kenichi Kaieda, Shigeo Abe |
KPCA-based training of a kernel fuzzy classifier with ellipsoidal regions. |
Int. J. Approx. Reasoning |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Fuzzy LP-SVMs for Multiclass Problems. |
ESANN |
2004 |
DBLP BibTeX RDF |
|
| 1 | Daisuke Tsujinishi, Shigeo Abe |
Fuzzy least squares support vector machines for multiclass problems. |
Neural Networks |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Takuya Inoue |
Fuzzy support vector machines for multiclass problems. |
ESANN |
2002 |
DBLP BibTeX RDF |
|
| 1 | Motohide Yoshimura, Hajime Kiyose, Shigeo Abe |
Advanced Image Retrieval Using Multi-resolution Image Content. |
MVA |
2002 |
DBLP BibTeX RDF |
|
| 1 | Shigeo Abe, Takuya Inoue |
Fast Training of Support Vector Machines by Extracting Boundary Data. |
ICANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Keita Sakaguchi |
Generalization Improvement of a Fuzzy Classifier With Ellipsodial Regions. |
FUZZ-IEEE |
2001 |
DBLP BibTeX RDF |
|
| 1 | Shigeo Abe |
Generalization Improvement of a Fuzzy Classifier with Pyramidal Membership Functions. |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Kota Kawaratani, Shigeo Abe |
Fast Feature Selection by Analyzing Class Regions Approximated by Ellipsoids. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Tsuchiya, Seiichi Ozawa, Shigeo Abe |
Training Three-Layer Neural Network Classifiers by Solving Inequalities. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroyasu Kubota, Hisashi Tamaki, Shigeo Abe |
Robust Function Approximation Using Fuzzy Rules with Ellipsoidal Regions. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Ruck Thawonmas, Masahiro Kayama |
A fuzzy classifier with ellipsoidal regions for diagnosis problems. |
IEEE Transactions on Systems, Man, and Cybernetics, Part C |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruck Thawonmas, Shigeo Abe |
Function approximation based on fuzzy rules extracted from partitioned numerical data. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Ruck Thawonmas, Yoshiki Kobayashi |
Feature selection by analyzing class regions approximated by ellipsoids. |
IEEE Transactions on Systems, Man, and Cybernetics, Part C |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruck Thawonmas, Shigeo Abe |
Rule acquisition based on hyperbox representation and its applications. |
KES |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Training of a fuzzy classifier with ellipsoidal regions by dynamic cluster generation. |
KES |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruck Thawonmas, Shigeo Abe |
A novel approach to feature selection based on analysis of class regions. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Convergence acceleration of the Hopfield neural network by optimizing integration step sizes. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Ming-Shong Lan, Ruck Thawonmas |
Tuning of a fuzzy classifier derived from data. |
Int. J. Approx. Reasoning |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Ming-Shong Lan |
Fuzzy rules extraction directly from numerical data for function approximation. |
IEEE Transactions on Systems, Man, and Cybernetics |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Volkmar Uebele, Shigeo Abe, Ming-Shong Lan |
A neural-network-based fuzzy classifier. |
IEEE Transactions on Systems, Man, and Cybernetics |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe |
Fuzzy Systems with Learning Capability. |
Fuzzy Logic in Artificial Intelligence |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Masahiro Kayama, Hiroshi Takenaga, Tadaaki Kitamura |
Extracting algorithms from pattern classification neural networks. |
Neural Networks |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Junzo Kawakami, Kotaro Hirasawa |
Solving inequality constrained combinatorial optimization problems by the hopfield neural networks. |
Neural Networks |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Takenaga, Shigeo Abe, Masao Takatoo, Masahiro Kayama, Tadaaki Kitamura, Yosiyuki Okuyama |
Optimal Input Selection of Neural Networks by Sensitivity Analysis and Its Application to Image Recognition. |
MVA |
1990 |
DBLP BibTeX RDF |
|
| 1 | Ken-ichi Kurosawa, S. Yamaguchi, Shigeo Abe, Tadaaki Bandoh |
Instruction Architecture for a High Performance Integrated Prolog Processor IPP. |
ICLP/SLP |
1988 |
DBLP BibTeX RDF |
|
| 1 | Shigeo Abe, Tadaaki Bandoh, S. Yamaguchi, Ken-ichi Kurosawa, Kaori Kiriyama |
High Performance Integrated Prolog Processor IPP. |
ISCA |
1987 |
DBLP DOI BibTeX RDF |
|
| 1 | Shigeo Abe, Ken-ichi Kurosawa, Kaori Kiriyama |
A New Optimization Technique for a Prolog Computer. |
COMPCON |
1986 |
DBLP BibTeX RDF |
|
| 1 | Shigeo Abe, Ryosei Hiraoka, Yasushi Fukunaga, Tadaaki Bandoh, Kotaro Hirasawa, Yukio Kawamoto |
Preliminary Performance Evaluation of Data Flow Computers. |
COMPCON |
1982 |
DBLP BibTeX RDF |
|
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