| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe |
Group Orthogonal Matching Pursuit for Logistic Regression.  |
Journal of Machine Learning Research - Proceedings Track  |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nan Li, Naoki Abe |
Temporal Cross-Selling Optimization Using Action Proxy-Driven Reinforcement Learning.  |
ICDM Workshops  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Prem Melville, Cezar Pendus, Chandan K. Reddy, David L. Jensen, Vince P. Thomas, James J. Bennett, Gary F. Anderson, Brent R. Cooley, Melissa Kowalczyk, Mark Domick, Timothy Gardinier |
Optimizing debt collections using constrained reinforcement learning.  |
KDD  |
2010 |
DBLP DOI BibTeX RDF |
business analytics and optimization, constrained markov decision process, debt collection optimization, reinforcement learning |
| 1 | Aurelie C. Lozano, Naoki Abe, Yan Liu 0002, Saharon Rosset |
Grouped graphical Granger modeling for gene expression regulatory networks discovery.  |
Bioinformatics  |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe, Yan Liu 0002 |
Proximity-Based Anomaly Detection Using Sparse Structure Learning.  |
SDM  |
2009 |
DBLP BibTeX RDF |
|
| 1 | Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe |
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction.  |
NIPS  |
2009 |
DBLP BibTeX RDF |
|
| 1 | Aurelie C. Lozano, Naoki Abe, Yan Liu 0002, Saharon Rosset |
Grouped graphical Granger modeling methods for temporal causal modeling.  |
KDD  |
2009 |
DBLP DOI BibTeX RDF |
temporal causal modeling, variable group selection, boosting, graphical modeling, Granger causality |
| 1 | Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu-Mizil, Yan Liu 0002, Claudia Perlich, Jonathan R. M. Hosking, Naoki Abe |
Spatial-temporal causal modeling for climate change attribution.  |
KDD  |
2009 |
DBLP DOI BibTeX RDF |
climate change attribution, extreme value modeling, graphical granger modeling, spatio-temporal causal modeling |
| 1 | Aurelie C. Lozano, Naoki Abe |
Multi-class cost-sensitive boosting with p-norm loss functions.  |
KDD  |
2008 |
DBLP DOI BibTeX RDF |
boosting, cost-sensitive learning, multi-class classification |
| 1 | Naoki Abe, Rama Akkiraju, Stephen J. Buckley, Markus Ettl, Pu Huang, Dharmashankar Subramanian, Fateh Tipu |
On optimizing the selection of business transformation projects.  |
IBM Systems Journal  |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Active ensemble learning: Application to data mining and bioinformatics.  |
Systems and Computers in Japan  |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrew Arnold, Yan Liu 0002, Naoki Abe |
Temporal causal modeling with graphical granger methods.  |
KDD  |
2007 |
DBLP DOI BibTeX RDF |
graphical models, time series data, causal modeling |
| 1 | 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 |
DBLP DOI BibTeX RDF |
data mining, privacy, collaboration, federation |
| 1 | Hisashi Kashima, Naoki Abe |
A Parameterized Probabilistic Model of Network Evolution for Supervised Link Prediction.  |
ICDM  |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Bianca Zadrozny, John Langford |
Outlier detection by active learning.  |
KDD  |
2006 |
DBLP DOI BibTeX RDF |
active learning, outlier detection, ensemble method |
| 1 | Atsuyoshi Nakamura, Naoki Abe |
Improvements to the Linear Programming Based Scheduling of Web Advertisements.  |
Electronic Commerce Research  |
2005 |
DBLP DOI BibTeX RDF |
banner advertisement scheduling, exploration-exploitation trade-off, linear programming, inventory management |
| 1 | Markus Ettl, Bianca Zadrozny, Pawan Chowdhary, Naoki Abe |
Business Performance Management System for CRM and Sales Execution.  |
DEXA Workshops  |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Roni Khardon |
Foreword.  |
Theor. Comput. Sci.  |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Naval K. Verma, Chidanand Apté, Robert Schroko |
Cross channel optimized marketing by reinforcement learning.  |
KDD  |
2004 |
DBLP DOI BibTeX RDF |
customer life time value, reinforcement learning, CRM, cost sensitive learning, targeted marketing |
| 1 | Naoki Abe, Bianca Zadrozny, John Langford |
An iterative method for multi-class cost-sensitive learning.  |
KDD  |
2004 |
DBLP DOI BibTeX RDF |
boosting, cost-sensitive learning, multi-class classification |
| 1 | Naoki Abe, Alan W. Biermann, Philip M. Long |
Reinforcement Learning with Immediate Rewards and Linear Hypotheses.  |
Algorithmica  |
2003 |
DBLP DOI BibTeX RDF |
Immediate rewards, Reinforcement learning, Online algorithms, Online learning, Decision theory, Dialogue systems, Computational learning theory |
| 1 | Bianca Zadrozny, John Langford, Naoki Abe |
Cost-Sensitive Learning by Cost-Proportionate Example Weighting.  |
ICDM  |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe |
Online Learning of Binary and n-ary Relations over Clustered Domains.  |
J. Comput. Syst. Sci.  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Efficient Data Mining by Active Learning.  |
Progress in Discovery Science  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny |
Sequential cost-sensitive decision making with reinforcement learning.  |
KDD  |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Roni Khardon, Thomas Zeugmann |
Editors' Introduction.  |
ALT  |
2001 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Roni Khardon, Thomas Zeugmann (eds.) |
Algorithmic Learning Theory, 12th International Conference, ALT 2001, Washington, DC, USA, November 25-28, 2001, Proceedings  |
ALT  |
2001 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Tomonari Kamba |
A Web marketing system with automatic pricing.  |
Computer Networks  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun-ichi Takeuchi, Naoki Abe, Shun-ichi Amari |
The Lob-Pass Problem.  |
J. Comput. Syst. Sci.  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Efficient Mining from Large Databases by Query Learning.  |
ICML  |
2000 |
DBLP BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe, Hiroshi Matoba, Katsuhiro Ochiai |
Automatic recording agent for digital video server.  |
ACM Multimedia  |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Learning Dependencies between Case Frame Slots.  |
Computational Linguistics  |
1999 |
DBLP BibTeX RDF |
|
| 1 | Marc Langheinrich, Atsuyoshi Nakamura, Naoki Abe, Tomonari Kamba, Yoshiyuki Koseki |
Unintrusive Customization Techniques for Web Advertising.  |
Computer Networks  |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Atsuyoshi Nakamura |
Learning to Optimally Schedule Internet Banner Advertisements.  |
ICML  |
1999 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Philip M. Long |
Associative Reinforcement Learning using Linear Probabilistic Concepts.  |
ICML  |
1999 |
DBLP BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Generalizing Case Frames Using a Thesaurus and the MDL Principle.  |
Computational Linguistics  |
1998 |
DBLP BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Word Clustering and Disambiguation Based on Co-occurrence Data  |
CoRR  |
1998 |
DBLP BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Jun-ichi Takeuchi, Naoki Abe |
Efficient Distribution-Free Population Learning of Simple Concepts.  |
Ann. Math. Artif. Intell.  |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Word Clustering and Disambiguation Based on Co-occurence Data.  |
COLING-ACL  |
1998 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka |
Query Learning Strategies Using Boosting and Bagging.  |
ICML  |
1998 |
DBLP BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe |
Collaborative Filtering Using Weighted Majority Prediction Algorithms.  |
ICML  |
1998 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka, Atsuyoshi Nakamura |
Empirical Comparison of Competing Query Learning Methods.  |
Discovery Science  |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka |
Predicting Protein Secondary Structure Using Stochastic Tree Grammars.  |
Machine Learning  |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe |
Towards Realistic Theories of Learning.  |
New Generation Comput.  |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Hang Li |
Learning Word Association Norms Using Tree Cut Pair Models  |
CoRR  |
1996 |
DBLP BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Clustering Words with the MDL Principle  |
CoRR  |
1996 |
DBLP BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Learning Dependencies between Case Frame Slots  |
CoRR  |
1996 |
DBLP BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Learning Dependencies between Case Frame Slots.  |
COLING  |
1996 |
DBLP BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Clustering Words with the MDL Principle.  |
COLING  |
1996 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hang Li |
Learning Word Association Norms Using Tree Cut Pair Models.  |
ICML  |
1996 |
DBLP BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe |
Exact Learning of Linear Combinations of Monotone Terms from Function Value Queries.  |
Theor. Comput. Sci.  |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe |
Characterizing PAC-Learnability of Semilinear Sets  |
Inf. Comput.  |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Hang Li, Naoki Abe |
Generalizing Case Frames Using a Thesaurus and the MDL Principle  |
CoRR  |
1995 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hang Li, Atsuyoshi Nakamura |
On-line Learning of Binary Lexical Relations Using Two-dimensional Weighted Majority Algorithms  |
CoRR  |
1995 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hang Li, Atsuyoshi Nakamura |
On-line Learning of Binary Lexical Relations Using Two-dimensional Weighted Majority Algorithms.  |
ICML  |
1995 |
DBLP BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe |
On-line Learning of Binary and n-ary Relations over Multi-dimensional Clusters.  |
COLT  |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Predicting Location and Structure Of beta-Sheet Regions Using Stochastic Tree Grammars.  |
ISMB  |
1994 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka |
A New Method for Predicting Protein Secondary Structures Based on Stochastic Tree Grammars.  |
ICML  |
1994 |
DBLP BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe, Jun-ichi Takeuchi |
Efficient Distribution-free Population Learning of Simple Concepts.  |
AII/ALT  |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe |
Towards Realistic Theories of Learning.  |
AII/ALT  |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Naoki Abe |
Exact Learning of Linear Combinations of Monotone Terms from Function Value Queries.  |
ALT  |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Jun-ichi Takeuchi |
The "lob-pass" Problem and an On-line Learning Model of Rational Choice.  |
COLT  |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Manfred K. Warmuth |
On the Computational Complexity of Approximating Distributions by Probabilistic Automata.  |
Machine Learning  |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe |
Learning Commutative Deterministic Finite State Automata in Polynomial Time.  |
New Generation Comput.  |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe |
On the Sample Complexity of Various Learning Strategies in the Probabilistic PAC Learning Paradigms.  |
Nonmonotonic and Inductive Logic  |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Manfred K. Warmuth, Jun-ichi Takeuchi |
Polynomial Learnability of Probabilistic Concepts with Respect to the Kullback-Leibler Divergence.  |
COLT  |
1991 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe |
Learning Commutative Deterministic Finite State Automata in Polynomial Time.  |
ALT  |
1990 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Manfred K. Warmuth |
On the Computational Complexity of Approximating Distributions by Probabilistic Automata.  |
COLT  |
1990 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe |
Polynomial Learnability of Semilinear Sets.  |
COLT  |
1989 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe |
Polynominal Learnability and Locality of Formal Grammars.  |
ACL  |
1988 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe |
Feasible learnability of formal grammars and the theory of natural language acquisition.  |
COLING  |
1988 |
DBLP BibTeX RDF |
|