Shigeo Abe

	2011
77		Shigeo Abe: Fast Support Vector Training by Newton's Method. ICANN (2) 2011: 143-150
76		Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi: Mining interlacing manifolds in high dimensional spaces. SAC 2011: 942-949
	2010
75		Tsuneyoshi Ishii, Shigeo Abe: Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis. ANNPR 2010: 13-24
74		Shigeo Abe: Active set training of support vector regressors. ESANN 2010
73		Shigeo Abe, Ryousuke Yabuwaki: Convergence Improvement of Active Set Training for Support Vector Regressors. ICANN (2) 2010: 1-10
72		Yasuyuki Tajiri, Ryousuke Yabuwaki, Takuya Kitamura, Shigeo Abe: Feature Extraction Using Support Vector Machines. ICONIP (2) 2010: 108-115
71		Ryousuke Yabuwaki, Shigeo Abe: Convergence improvement of active set support vector training. IJCNN 2010: 1-5
70		Takuya Kitamura, Syogo Takeuchi, Shigeo Abe: Feature selection and fast training of subspace based support vector machines. IJCNN 2010: 1-6
69		Seiichi Ozawa, Yohei Takeuchi, Shigeo Abe: A Fast Incremental Kernel Principal Component Analysis for Online Feature Extraction. PRICAI 2010: 487-497
68		Takashi Nagatani, Seiichi Ozawa, Shigeo Abe: Fast Variable Selection by Block Addition and Block Deletion. JILSA 2(4): 200-211 (2010)
	2009
67		Kazuki Iwamura, Shigeo Abe: Sparse support vector machines by kernel discriminant analysis. ESANN 2009
66		Shigeo Abe: Is Primal Better Than Dual. ICANN (1) 2009: 854-863
65		Takuya Kitamura, Shigeo Abe, Kazuhiro Fukui: Subspace based least squares support vector machines for pattern classification. IJCNN 2009: 1640-1646
64		Shigenori Muraoka, Shigeo Abe: Sparse support vector regressors based on forward basis selection. IJCNN 2009: 2183-2187
63		Tao Ban, Youki Kadobayashi, Shigeo Abe: Sparse kernel feature analysis using FastMap and its variants. IJCNN 2009: 256-263
62		Syogo Takeuchi, Takuya Kitamura, Shigeo Abe, Kazuhiro Fukui: Subspace based linear programming support vector machines. IJCNN 2009: 3067-3073
61		Tao Ban, Changshui Zhang, Shigeo Abe: A new approach to discover interlacing data structures in high-dimensional space. J. Intell. Inf. Syst. 33(1): 3-22 (2009)
60		Kazuya Morikawa, Seiichi Ozawa, Shigeo Abe: Tuning membership functions of kernel fuzzy classifiers by maximizing margins. Memetic Computing 1(3): 221-228 (2009)
59		Takuya Kitamura, Syogo Takeuchi, Shigeo Abe, Kazuhiro Fukui: Subspace-based support vector machines for pattern classification. Neural Networks 22(5-6): 558-567 (2009)
58		Yusuke Torii, Shigeo Abe: Decomposition techniques for training linear programming support vector machines. Neurocomputing 72(4-6): 973-984 (2009)
	2008
57		Shigeo Abe: Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis. ANNPR 2008: 54-65
56		Shigeo Abe: Comparison of sparse least squares support vector regressors trained in primal and dual. ESANN 2008: 469-474
55		Shigeo Abe: Batch Support Vector Training Based on Exact Incremental Training. ICANN (1) 2008: 295-304
54		Kazuya Morikawa, Shigeo Abe: Improved Parameter Tuning Algorithms for Fuzzy Classifiers. ICONIP (1) 2008: 937-944
53		Kazuki Iwamura, Shigeo Abe: Sparse support vector machines trained in the reduced empirical feature space. IJCNN 2008: 2398-2404
52		Tsuneyoshi Ishii, Shigeo Abe: Feature selection based on kernel discriminant analysis for multi-class problems. IJCNN 2008: 2455-2460
	2007
51		Shigeo Abe: Optimizing kernel parameters by second-order methods. ESANN 2007: 259-264
50		Ryota Hosokawa, Shigeo Abe: Fuzzy Classifiers Based on Kernel Discriminant Analysis. ICANN (2) 2007: 180-189
49		Shigeo Abe, Kenta Onishi: Sparse Least Squares Support Vector Regressors Trained in the Reduced Empirical Feature Space. ICANN (2) 2007: 527-536
48		Takashi Nagatani, Shigeo Abe: Backward Varilable Selection of Support Vector Regressors by Block Deletion. IJCNN 2007: 2117-2122
47		Yohei Takeuchi, Seiichi Ozawa, Shigeo Abe: An Efficient Incremental Kernel Principal Component Analysis for Online Feature Selection. IJCNN 2007: 2346-2351
46		Shinji Kita, Seiichi Ozawa, Satoshi Maekawa, Shigeo Abe: A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition. IEICE Transactions 90-D(11): 1853-1863 (2007)
45		Shigeo Abe: Sparse least squares support vector training in the reduced empirical feature space. Pattern Anal. Appl. 10(3): 203-214 (2007)
	2006
44		Yuya Kamada, Shigeo Abe: Support Vector Regression Using Mahalanobis Kernels. ANNPR 2006: 144-152
43		Shinya Katagiri, Shigeo Abe: Incremental Training of Support Vector Machines Using Truncated Hypercones. ANNPR 2006: 153-164
42		Yusuke Torii, Shigeo Abe: Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques. ANNPR 2006: 165-176
41		Masamichi Ashihara, Shigeo Abe: Feature Selection Based on Kernel Discriminant Analysis. ICANN (2) 2006: 282-291
40		Tao Ban, Shigeo Abe: Implementing Multi-class Classifiers by One-class Classification Methods. IJCNN 2006: 327-332
39		Takuya Kidera, Seiichi Ozawa, Shigeo Abe: An Incremental Learning Algorithm of Ensemble Classifier Systems. IJCNN 2006: 3421-3427
38		Shinya Katagiri, Shigeo Abe: Incremental training of support vector machines using hyperspheres. Pattern Recognition Letters 27(13): 1495-1507 (2006)
	2005
37		Takashi Iwai, Motohide Yoshimura, Shigeo Abe: Detection of Protein Crystallizations under Dynamic Environment. CIMCA/IAWTIC 2005: 1121-1127
36		Shosuke Kimura, Seiichi Ozawa, Shigeo Abe: Incremental Kernel PCA for Online Learning of Feature Space. CIMCA/IAWTIC 2005: 595-600
35		Noriaki Kawamura, Motohide Yoshimura, Shigeo Abe: Image Query by Multiresolution Spectral Histograms. CIMCA/IAWTIC 2005: 660-665
34		Kohei Asano, Motohide Yoshimura, Shigeo Abe: Detection of Cell Forms in Multicellular Objects. CIMCA/IAWTIC 2005: 793-798
33		Shigeo Abe: Modified backward feature selection by cross validation. ESANN 2005: 163-168
32		Shigeo Abe: Training of Support Vector Machines with Mahalanobis Kernels. ICANN (2) 2005: 571-576
31		Seiichi Ozawa, Soon Lee Toh, Shigeo Abe, Shaoning Pang, Nikola Kasabov: Incremental learning of feature space and classifier for face recognition. Neural Networks 18(5-6): 575-584 (2005)
30		Tomonori Kikuchi, Shigeo Abe: Comparison between error correcting output codes and fuzzy support vector machines. Pattern Recognition Letters 26(12): 1937-1945 (2005)
	2004
29		Shigeo Abe: Fuzzy LP-SVMs for Multiclass Problems. ESANN 2004: 429-434
28		Kenichi Kaieda, Shigeo Abe: KPCA-based training of a kernel fuzzy classifier with ellipsoidal regions. Int. J. Approx. Reasoning 37(3): 189-217 (2004)
	2003
27		Daisuke Tsujinishi, Shigeo Abe: Fuzzy least squares support vector machines for multiclass problems. Neural Networks 16(5-6): 785-792 (2003)
	2002
26		Shigeo Abe, Takuya Inoue: Fuzzy support vector machines for multiclass problems. ESANN 2002: 113-118
25		Motohide Yoshimura, Hajime Kiyose, Shigeo Abe: Advanced Image Retrieval Using Multi-resolution Image Content. MVA 2002: 330-333
	2001
24		Shigeo Abe, Keita Sakaguchi: Generalization Improvement of a Fuzzy Classifier With Ellipsodial Regions. FUZZ-IEEE 2001: 207-210
23		Shigeo Abe, Takuya Inoue: Fast Training of Support Vector Machines by Extracting Boundary Data. ICANN 2001: 308-313
	2000
22		Shigeo Abe: Generalization Improvement of a Fuzzy Classifier with Pyramidal Membership Functions. ICPR 2000: 2211-2214
21		Kota Kawaratani, Shigeo Abe: Fast Feature Selection by Analyzing Class Regions Approximated by Ellipsoids. IJCNN (3) 2000: 549-554
20		Naoki Tsuchiya, Seiichi Ozawa, Shigeo Abe: Training Three-Layer Neural Network Classifiers by Solving Inequalities. IJCNN (3) 2000: 555-560
19		Hiroyasu Kubota, Hisashi Tamaki, Shigeo Abe: Robust Function Approximation Using Fuzzy Rules with Ellipsoidal Regions. IJCNN (6) 2000: 529-534
	1999
18		Ruck Thawonmas, Shigeo Abe: Function approximation based on fuzzy rules extracted from partitioned numerical data. IEEE Transactions on Systems, Man, and Cybernetics, Part B 29(4): 525-534 (1999)
17		Shigeo Abe, Ruck Thawonmas, Masahiro Kayama: A fuzzy classifier with ellipsoidal regions for diagnosis problems. IEEE Transactions on Systems, Man, and Cybernetics, Part C 29(1): 140-148 (1999)
	1998
16		Ruck Thawonmas, Shigeo Abe: Rule acquisition based on hyperbox representation and its applications. KES (1) 1998: 120-125
15		Shigeo Abe: Training of a fuzzy classifier with ellipsoidal regions by dynamic cluster generation. KES (1) 1998: 126-131
14		Shigeo Abe, Ruck Thawonmas, Yoshiki Kobayashi: Feature selection by analyzing class regions approximated by ellipsoids. IEEE Transactions on Systems, Man, and Cybernetics, Part C 28(2): 282-287 (1998)
	1997
13		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 27(2): 196-207 (1997)
	1996
12		Shigeo Abe: Convergence acceleration of the Hopfield neural network by optimizing integration step sizes. IEEE Transactions on Systems, Man, and Cybernetics, Part B 26(1): 194-201 (1996)
11		Shigeo Abe, Ming-Shong Lan, Ruck Thawonmas: Tuning of a fuzzy classifier derived from data. Int. J. Approx. Reasoning 14(1): 1-24 (1996)
	1995
10		Shigeo Abe: Fuzzy Systems with Learning Capability. Fuzzy Logic in Artificial Intelligence 1995: 101-115
9		Shigeo Abe, Ming-Shong Lan: Fuzzy rules extraction directly from numerical data for function approximation. IEEE Transactions on Systems, Man, and Cybernetics 25(1): 119-129 (1995)
8		Volkmar Uebele, Shigeo Abe, Ming-Shong Lan: A neural-network-based fuzzy classifier. IEEE Transactions on Systems, Man, and Cybernetics 25(2): 353-361 (1995)
	1993
7		Shigeo Abe, Masahiro Kayama, Hiroshi Takenaga, Tadaaki Kitamura: Extracting algorithms from pattern classification neural networks. Neural Networks 6(5): 729-735 (1993)
	1992
6		Shigeo Abe, Junzo Kawakami, Kotaro Hirasawa: Solving inequality constrained combinatorial optimization problems by the hopfield neural networks. Neural Networks 5(4): 663-670 (1992)
	1990
5		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: 117-120
	1988
4		Ken-ichi Kurosawa, S. Yamaguchi, Shigeo Abe, Tadaaki Bandoh: Instruction Architecture for a High Performance Integrated Prolog Processor IPP. ICLP/SLP 1988: 1506-1530
	1987
3		Shigeo Abe, Tadaaki Bandoh, S. Yamaguchi, Ken-ichi Kurosawa, Kaori Kiriyama: High Performance Integrated Prolog Processor IPP. ISCA 1987: 100-107
	1986
2		Shigeo Abe, Ken-ichi Kurosawa, Kaori Kiriyama: A New Optimization Technique for a Prolog Computer. COMPCON 1986: 241-245
	1982
1		Shigeo Abe, Ryosei Hiraoka, Yasushi Fukunaga, Tadaaki Bandoh, Kotaro Hirasawa, Yukio Kawamoto: Preliminary Performance Evaluation of Data Flow Computers. COMPCON 1982: 224-227

Coauthor Index

1	Kohei Asano	[34]
2	Masamichi Ashihara	[41]
3	Tao Ban	[40] [61] [63] [76]
4	Tadaaki Bandoh	[1] [3] [4]
5	Kazuhiro Fukui	[59] [62] [65]
6	Yasushi Fukunaga	[1]
7	Ryosei Hiraoka	[1]
8	Kotaro Hirasawa	[1] [6]
9	Ryota Hosokawa	[50]
10	Takuya Inoue	[23] [26]
11	Tsuneyoshi Ishii	[52] [75]
12	Takashi Iwai	[37]
13	Kazuki Iwamura	[53] [67]
14	Youki Kadobayashi	[63] [76]
15	Kenichi Kaieda	[28]
16	Yuya Kamada	[44]
17	Nikola K. Kasabov (Nikola Kasabov)	[31]
18	Shinya Katagiri	[38] [43]
19	Junzo Kawakami	[6]
20	Yukio Kawamoto	[1]
21	Noriaki Kawamura	[35]
22	Kota Kawaratani	[21]
23	Masahiro Kayama	[5] [7] [17]
24	Takuya Kidera	[39]
25	Tomonori Kikuchi	[30]
26	Shosuke Kimura	[36]
27	Kaori Kiriyama	[2] [3]
28	Shinji Kita	[46]
29	Tadaaki Kitamura	[5] [7]
30	Takuya Kitamura	[59] [62] [65] [70] [72]
31	Hajime Kiyose	[25]
32	Yoshiki Kobayashi	[14]
33	Hiroyasu Kubota	[19]
34	Ken-ichi Kurosawa	[2] [3] [4]
35	Ming-Shong Lan	[8] [9] [11]
36	Satoshi Maekawa	[46]
37	Kazuya Morikawa	[54] [60]
38	Shigenori Muraoka	[64]
39	Takashi Nagatani	[48] [68]
40	Yosiyuki Okuyama	[5]
41	Kenta Onishi	[49]
42	Seiichi Ozawa	[20] [31] [36] [39] [46] [47] [60] [68] [69]
43	Shaoning Pang	[31]
44	Keita Sakaguchi	[24]
45	Yasuyuki Tajiri	[72]
46	Takeshi Takahashi	[76]
47	Masao Takatoo	[5]
48	Hiroshi Takenaga	[5] [7]
49	Syogo Takeuchi	[59] [62] [70]
50	Yohei Takeuchi	[47] [69]
51	Hisashi Tamaki	[19]
52	Ruck Thawonmas	[11] [13] [14] [16] [17] [18]
53	Soon Lee Toh	[31]
54	Yusuke Torii	[42] [58]
55	Naoki Tsuchiya	[20]
56	Daisuke Tsujinishi	[27]
57	Volkmar Uebele	[8]
58	Ryousuke Yabuwaki	[71] [72] [73]
59	S. Yamaguchi	[3] [4]
60	Motohide Yoshimura	[25] [34] [35] [37]
61	Changshui Zhang (Chang-shui Zhang)	[61] [76]

Colors in the list of coauthors

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