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Edwin P. D. Pednault

Papers on DiSC'03


Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing

Publications


Note: Links lead to the DBLP on the Web.

Edwin P. D. Pednault

18 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

17 Edwin P. D. Pednault, Naoki Abe , Bianca Zadrozny : Sequential cost-sensitive decision making with reinforcement learning. KDD 2002 : 259-268

16 Chidanand Apté , Bing Liu , Edwin P. D. Pednault, Padhraic Smyth : Business applications of data mining. CACM 45 (8): 49-53 (2002)

15 Chidanand Apté , Ramesh Natarajan , Edwin P. D. Pednault, Fateh Tipu : A probabilistic estimation framework for predictive modeling analytics. IBM Systems Journal 41 (3): 438-448 (2002)

14 Chidanand Apté , E. Bibelnieks , Ramesh Natarajan , Edwin P. D. Pednault, Fateh Tipu , Deb Campbell , Bryan Nelson : Segmentation-based modeling for advanced targeted marketing. KDD 2001 : 408-413

13 Edwin P. D. Pednault: Deep issues: representation is everything. CACM 43 (8): 80-83 (2000)

12 Chidanand Apté , Se June Hong , Jonathan R. M. Hosking , Jorge Lepre , Edwin P. D. Pednault, Barry K. Rosen : Decomposition of Heterogeneous Classification Problems. IDA 1997 : 17-28

11 Edwin P. D. Pednault: ADL and the State-Transition Model of Action. Journal of Logic and Computation 4 (5): 467-512 (1994)

10 Ofer Matan , Henry S. Baird , Jane Bromley , Christopher J. C. Burges , John S. Denker , Lawrence D. Jackel , Yann LeCun , Edwin P. D. Pednault, William Satterfield , Charles E. Stenard , Timothy J. Thompson : Reading Handwritten Digits: A ZIP Code Recognition System. IEEE Computer 25 (7): 59-63 (1992)

9 Edwin P. D. Pednault: Generalizing Nonlinear Planning to Handle Complex Goals and Actions with Context-Dependent Effects. IJCAI 1991 : 240-245

8 Edwin P. D. Pednault: Minimal-Length Encoding and Inductive Inference. Knowledge Discovery in Databases 1991 : 71-92

7 Edwin P. D. Pednault: Theory and Application of Minimal-Length Encoding: 1990 AAAI Spring Symposium Report. AI Magazine 11 (5): 94-96 (1991)

6 Edwin P. D. Pednault: Some Experiments in Applying Inductive Inference Principles to Surface Reconstruction. IJCAI 1989 : 1603-1609

5 Edwin P. D. Pednault: ADL: Exploring the Middle Ground Between STRIPS and the Situation Calculus. KR 1989 : 324-332

4 Edwin P. D. Pednault: Extending Conventional Planning Techniques to Handle Actions with Context-Depen dent Effects. AAAI 1988 : 55-59

3 Edwin P. D. Pednault: Infering Probabilistic Theofies from Data. AAAI 1988 : 624-628

2 Edwin P. D. Pednault: Synthesizing plans that contain actions with context-dependent effects. Computational Intelligence 4 : 356-372 (1988)

1 Edwin P. D. Pednault, Steven W. Zucker , L. V. Muresan : On the Independence Assumption Underlying Subjective Bayesian Updating. Artificial Intelligence 16 (2): 213-222 (1981)




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