Naoki Abe

	2009
67		Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset: Grouped graphical Granger modeling methods for temporal causal modeling. KDD 2009: 577-586
66		Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu-Mizil, Yan Liu, Claudia Perlich, Jonathan R. M. Hosking, Naoki Abe: Spatial-temporal causal modeling for climate change attribution. KDD 2009: 587-596
65		Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe, Yan Liu: Proximity-Based Anomaly Detection Using Sparse Structure Learning. SDM 2009: 97-108
64		Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset: Grouped graphical Granger modeling for gene expression regulatory networks discovery. Bioinformatics 25(12): (2009)
	2008
63		Aurelie C. Lozano, Naoki Abe: Multi-class cost-sensitive boosting with p-norm loss functions. KDD 2008: 506-514
	2007
62		Andrew Arnold, Yan Liu, Naoki Abe: Temporal causal modeling with graphical granger methods. KDD 2007: 66-75
61		Hiroshi Mamitsuka, Naoki Abe: Active ensemble learning: Application to data mining and bioinformatics. Systems and Computers in Japan 38(11): 100-108 (2007)
	2006
60		Bishwaranjan Bhattacharjee, Naoki Abe, Kenneth Goldman, Bianca Zadrozny, Vamsavardhana R. Chillakuru, Marysabel del Carpio, Chidanand Apté: Using secure coprocessors for privacy preserving collaborative data mining and analysis. DaMoN 2006: 1
59		Hisashi Kashima, Naoki Abe: A Parameterized Probabilistic Model of Network Evolution for Supervised Link Prediction. ICDM 2006: 340-349
58		Naoki Abe, Bianca Zadrozny, John Langford: Outlier detection by active learning. KDD 2006: 504-509
	2005
57		Markus Ettl, Bianca Zadrozny, Pawan Chowdhary, Naoki Abe: Business Performance Management System for CRM and Sales Execution. DEXA Workshops 2005: 908-913
56		Atsuyoshi Nakamura, Naoki Abe: Improvements to the Linear Programming Based Scheduling of Web Advertisements. Electronic Commerce Research 5(1): 75-98 (2005)
	2004
55		Naoki Abe, Bianca Zadrozny, John Langford: An iterative method for multi-class cost-sensitive learning. KDD 2004: 3-11
54		Naoki Abe, Naval K. Verma, Chidanand Apté, Robert Schroko: Cross channel optimized marketing by reinforcement learning. KDD 2004: 767-772
53		Naoki Abe, Roni Khardon: Foreword. Theor. Comput. Sci. 313(2): 173-174 (2004)
	2003
52		Bianca Zadrozny, John Langford, Naoki Abe: Cost-Sensitive Learning by Cost-Proportionate Example Weighting. ICDM 2003: 435-
51		Naoki Abe, Alan W. Biermann, Philip M. Long: Reinforcement Learning with Immediate Rewards and Linear Hypotheses. Algorithmica 37(4): 263-293 (2003)
	2002
50		Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté: Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. ICDM 2002: 3-10
49		Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny: Sequential cost-sensitive decision making with reinforcement learning. KDD 2002: 259-268
48		Hiroshi Mamitsuka, Naoki Abe: Efficient Data Mining by Active Learning. Progress in Discovery Science 2002: 258-267
47		Atsuyoshi Nakamura, Naoki Abe: Online Learning of Binary and n-ary Relations over Clustered Domains. J. Comput. Syst. Sci. 65(2): 224-256 (2002)
	2001
46		Naoki Abe, Roni Khardon, Thomas Zeugmann: Algorithmic Learning Theory, 12th International Conference, ALT 2001, Washington, DC, USA, November 25-28, 2001, Proceedings Springer 2001
45		Naoki Abe, Roni Khardon, Thomas Zeugmann: Editors' Introduction. ALT 2001: 1-8
	2000
44		Atsuyoshi Nakamura, Naoki Abe, Hiroshi Matoba, Katsuhiro Ochiai: Automatic recording agent for digital video server. ACM Multimedia 2000: 57-66
43		Hiroshi Mamitsuka, Naoki Abe: Efficient Mining from Large Databases by Query Learning. ICML 2000: 575-582
42		Naoki Abe, Tomonari Kamba: A Web marketing system with automatic pricing. Computer Networks 33(1-6): 775-788 (2000)
41		Jun-ichi Takeuchi, Naoki Abe, Shun-ichi Amari: The Lob-Pass Problem. J. Comput. Syst. Sci. 61(3): 523-557 (2000)
	1999
40		Naoki Abe, Atsuyoshi Nakamura: Learning to Optimally Schedule Internet Banner Advertisements. ICML 1999: 12-21
39		Naoki Abe, Philip M. Long: Associative Reinforcement Learning using Linear Probabilistic Concepts. ICML 1999: 3-11
38		Hang Li, Naoki Abe: Learning Dependencies between Case Frame Slots. Computational Linguistics 25(2): 283-291 (1999)
37		Marc Langheinrich, Atsuyoshi Nakamura, Naoki Abe, Tomonari Kamba, Yoshiyuki Koseki: Unintrusive Customization Techniques for Web Advertising. Computer Networks 31(11-16): 1259-1272 (1999)
	1998
36		Hang Li, Naoki Abe: Word Clustering and Disambiguation Based on Co-occurence Data. COLING-ACL 1998: 749-755
35		Naoki Abe, Hiroshi Mamitsuka, Atsuyoshi Nakamura: Empirical Comparison of Competing Query Learning Methods. Discovery Science 1998: 387-388
34		Naoki Abe, Hiroshi Mamitsuka: Query Learning Strategies Using Boosting and Bagging. ICML 1998: 1-9
33		Atsuyoshi Nakamura, Naoki Abe: Collaborative Filtering Using Weighted Majority Prediction Algorithms. ICML 1998: 395-403
32		Atsuyoshi Nakamura, Jun-ichi Takeuchi, Naoki Abe: Efficient Distribution-Free Population Learning of Simple Concepts. Ann. Math. Artif. Intell. 23(1-2): 53-82 (1998)
31		Hang Li, Naoki Abe: Word Clustering and Disambiguation Based on Co-occurrence Data CoRR cmp-lg/9807004: (1998)
30		Hang Li, Naoki Abe: Generalizing Case Frames Using a Thesaurus and the MDL Principle. Computational Linguistics 24(2): 217-244 (1998)
	1997
29		Naoki Abe, Hiroshi Mamitsuka: Predicting Protein Secondary Structure Using Stochastic Tree Grammars. Machine Learning 29(2-3): 275-301 (1997)
28		Naoki Abe: Towards Realistic Theories of Learning. New Generation Comput. 15(1): 3-25 (1997)
	1996
27		Hang Li, Naoki Abe: Learning Dependencies between Case Frame Slots. COLING 1996: 10-15
26		Hang Li, Naoki Abe: Clustering Words with the MDL Principle. COLING 1996: 4-9
25		Naoki Abe, Hang Li: Learning Word Association Norms Using Tree Cut Pair Models. ICML 1996: 3-11
24		Hang Li, Naoki Abe: Learning Dependencies between Case Frame Slots CoRR cmp-lg/9605013: (1996)
23		Hang Li, Naoki Abe: Clustering Words with the MDL Principle CoRR cmp-lg/9605014: (1996)
22		Naoki Abe, Hang Li: Learning Word Association Norms Using Tree Cut Pair Models CoRR cmp-lg/9605029: (1996)
	1995
21		Atsuyoshi Nakamura, Naoki Abe: On-line Learning of Binary and n-ary Relations over Multi-dimensional Clusters. COLT 1995: 214-221
20		Naoki Abe, Hang Li, Atsuyoshi Nakamura: On-line Learning of Binary Lexical Relations Using Two-dimensional Weighted Majority Algorithms. ICML 1995: 3-11
19		Naoki Abe, Hang Li, Atsuyoshi Nakamura: On-line Learning of Binary Lexical Relations Using Two-dimensional Weighted Majority Algorithms CoRR abs/cmp-lg/9507010: (1995)
18		Hang Li, Naoki Abe: Generalizing Case Frames Using a Thesaurus and the MDL Principle CoRR abs/cmp-lg/9507011: (1995)
17		Naoki Abe: Characterizing PAC-Learnability of Semilinear Sets Inf. Comput. 116(1): 81-102 (1995)
16		Atsuyoshi Nakamura, Naoki Abe: Exact Learning of Linear Combinations of Monotone Terms from Function Value Queries. Theor. Comput. Sci. 137(1): 159-176 (1995)
	1994
15		Naoki Abe: Towards Realistic Theories of Learning. AII/ALT 1994: 187-209
14		Atsuyoshi Nakamura, Naoki Abe, Jun-ichi Takeuchi: Efficient Distribution-free Population Learning of Simple Concepts. AII/ALT 1994: 500-515
13		Naoki Abe, Hiroshi Mamitsuka: A New Method for Predicting Protein Secondary Structures Based on Stochastic Tree Grammars. ICML 1994: 3-11
12		Hiroshi Mamitsuka, Naoki Abe: Predicting Location and Structure Of beta-Sheet Regions Using Stochastic Tree Grammars. ISMB 1994: 276-284
	1993
11		Atsuyoshi Nakamura, Naoki Abe: Exact Learning of Linear Combinations of Monotone Terms from Function Value Queries. ALT 1993: 300-313
10		Naoki Abe, Jun-ichi Takeuchi: The "lob-pass" Problem and an On-line Learning Model of Rational Choice. COLT 1993: 422-428
	1992
9		Naoki Abe, Manfred K. Warmuth: On the Computational Complexity of Approximating Distributions by Probabilistic Automata. Machine Learning 9: 205-260 (1992)
	1991
8		Naoki Abe, Manfred K. Warmuth, Jun-ichi Takeuchi: Polynomial Learnability of Probabilistic Concepts with Respect to the Kullback-Leibler Divergence. COLT 1991: 277-289
7		Naoki Abe: On the Sample Complexity of Various Learning Strategies in the Probabilistic PAC Learning Paradigms. Nonmonotonic and Inductive Logic 1991: 89-106
6		Naoki Abe: Learning Commutative Deterministic Finite State Automata in Polynomial Time. New Generation Comput. 8(4): 319- (1991)
	1990
5		Naoki Abe: Learning Commutative Deterministic Finite State Automata in Polynomial Time. ALT 1990: 223-235
4		Naoki Abe, Manfred K. Warmuth: On the Computational Complexity of Approximating Distributions by Probabilistic Automata. COLT 1990: 52-66
	1989
3		Naoki Abe: Polynomial Learnability of Semilinear Sets. COLT 1989: 25-40
	1988
2		Naoki Abe: Polynominal Learnability and Locality of Formal Grammars. ACL 1988: 225-232
1		Naoki Abe: Feasible learnability of formal grammars and the theory of natural language acquisition. COLING 1988: 1-6

Coauthor Index

1	Shun-ichi Amari	[41]
2	Chidanand Apté	[50] [54] [60]
3	Andrew Arnold	[62]
4	Bishwaranjan Bhattacharjee	[60]
5	Alan W. Biermann	[51]
6	Marysabel del Carpio	[60]
7	Vamsavardhana R. Chillakuru	[60]
8	Pawan Chowdhary	[57]
9	Markus Ettl	[57]
10	Wei Fan	[50]
11	Kenneth Goldman	[60]
12	Jonathan R. M. Hosking	[66]
13	Tsuyoshi Idé	[65]
14	Tomonari Kamba	[37] [42]
15	Hisashi Kashima	[59]
16	Roni Khardon	[45] [46] [53]
17	Yoshiyuki Koseki	[37]
18	John Langford	[52] [55] [58]
19	Marc Langheinrich	[37]
20	Hang Li	[18] [19] [20] [22] [23] [24] [25] [26] [27] [30] [31] [36] [38]
21	Hongfei Li	[66]
22	Yan Liu (Yan (Jenny) Liu)	[62] [64] [65] [66] [67]
23	Philip M. Long	[39] [51]
24	Aurelie C. Lozano	[63] [64] [65] [66] [67]
25	Hiroshi Mamitsuka	[12] [13] [29] [34] [35] [43] [48] [61]
26	Hiroshi Matoba	[44]
27	Atsuyoshi Nakamura	[11] [14] [16] [19] [20] [21] [32] [33] [35] [37] [40] [44] [47] [56]
28	Alexandru Niculescu-Mizil	[66]
29	Katsuhiro Ochiai	[44]
30	Edwin P. D. Pednault	[49] [50]
31	Claudia Perlich	[66]
32	Saharon Rosset	[64] [67]
33	Robert Schroko	[54]
34	Jun-ichi Takeuchi	[8] [10] [14] [32] [41]
35	Naval K. Verma	[54]
36	Haixun Wang	[50]
37	Manfred K. Warmuth	[4] [8] [9]
38	Bianca Zadrozny	[49] [50] [52] [55] [57] [58] [60]
39	Thomas Zeugmann	[45] [46]

Colors in the list of coauthors