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Decomposition of Heterogeneous Classification Problems.

C. Apté, S. Hong, J. Hosking, J. Lepre, E. Pednault, and B. Rosen. IDA, volume 1280 of Lecture Notes in Computer Science, page 17-28. Springer, (1997)

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Edwin Ramsperger University of Stuttgart

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D. Roth

D. Inkermann

P. Krasteva

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Infering Probabilistic Theofies from Data.E. Pednault. AAAI, page 624-628. AAAI Press / The MIT Press, (1988)ADL: Exploring the Middle Ground Between STRIPS and the Situation Calculus.E. Pednault. KR, page 324-332. Morgan Kaufmann, (1989)Transform Regression and the Kolmogorov Superposition Theorem.E. Pednault. SDM, page 35-46. SIAM, (2006)Theory and Application of Minimal-Length Encoding: 1990 AAAI Spring Symposium Report.E. Pednault. AI Magazine, 11 (5): 94-96 (1991)A probabilistic estimation framework for predictive modeling analytics.C. Apté, R. Natarajan, E. Pednault, and F. Tipu. IBM Systems Journal, 41 (3): 438-448 (2002)Data-intensive analytics for predictive modeling.C. Apté, S. Hong, R. Natarajan, E. Pednault, F. Tipu, and S. Weiss. IBM Journal of Research and Development, 47 (1): 17-24 (2003)Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing.N. Abe, E. Pednault, H. Wang, B. Zadrozny, W. Fan, and C. Apté. ICDM, page 3-10. IEEE Computer Society, (2002)Business applications of data mining.C. Apté, B. Liu, E. Pednault, and P. Smyth. Commun. ACM, 45 (8): 49-53 (2002)A neural network approach to handprint character recognition.L. Jackel, C. Stenard, H. Baird, B. Boser, J. Bromley, C. Burges, J. Denker, H. Graf, D. Henderson, R. Howard and 7 other author(s). Compcon, page 472-475. IEEE Computer Society, (1991)Sequential cost-sensitive decision making with reinforcement learning.E. Pednault, N. Abe, and B. Zadrozny. KDD, page 259-268. ACM, (2002)