| 2006 | ||
|---|---|---|
| 28 | 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 | |
| 2005 | ||
| 27 | Sameer Singh, Maneesha Singh, Chidanand Apté, Petra Perner: Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part I Springer 2005 | |
| 26 | Sameer Singh, Maneesha Singh, Chidanand Apté, Petra Perner: Pattern Recognition and Image Analysis, Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part II Springer 2005 | |
| 2004 | ||
| 25 | Naoki Abe, Naval K. Verma, Chidanand Apté, Robert Schroko: Cross channel optimized marketing by reinforcement learning. KDD 2004: 767-772 | |
| 2003 | ||
| 24 | Chidanand Apté, Se June Hong, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu, Sholom M. Weiss: Data-intensive analytics for predictive modeling. IBM Journal of Research and Development 47(1): 17-24 (2003) | |
| 2002 | ||
| 23 | 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 | |
| 22 | Chidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth: Business applications of data mining. Commun. ACM 45(8): 49-53 (2002) | |
| 21 | Sholom M. Weiss, Chidanand Apté: Automated generation of model cases for help-desk applications. IBM Systems Journal 41(3): 421-427 (2002) | |
| 20 | 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) | |
| 19 | Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss: Predictive algorithms in the management of computer systems. IBM Systems Journal 41(3): 461-474 (2002) | |
| 2001 | ||
| 18 | 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 | |
| 2000 | ||
| 17 | Ricardo Vilalta, Chidanand Apté, Sholom M. Weiss: Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection. DSOM 2000: 37-46 | |
| 16 | Vijay S. Iyengar, Chidanand Apté, Tong Zhang: Active learning using adaptive resampling. KDD 2000: 91-98 | |
| 15 | Petra Perner, Chidanand Apté: Empirical Evaluation of Feature Subset Selection Based on a Real-World Data Set. PKDD 2000: 575-580 | |
| 14 | Sholom M. Weiss, Brian F. White, Chidanand Apté: Leightweight Document Clustering. PKDD 2000: 665-672 | |
| 13 | Sholom M. Weiss, Brian F. White, Chidanand Apté, Fred Damerau: Lightweight Document Matching for Help-Desk Applications. IEEE Intelligent Systems 15(2): 57-61 (2000) | |
| 12 | Chidanand Apté, Leora Morgenstern, Se June Hong: AI at IBM Research. IEEE Intelligent Systems 15(6): 51-57 (2000) | |
| 1998 | ||
| 11 | Chidanand Apté, Se June Hong, Jonathan R. M. Hosking, Jorge Lepre, Edwin P. D. Pednault, Barry K. Rosen: Decomposition of Heterogeneous Classification Problems. Intell. Data Anal. 2(1-4): 81-96 (1998) | |
| 1997 | ||
| 10 | 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 | |
| 1996 | ||
| 9 | Chidanand Apté, Se June Hong: Predicting Equity Returns from Securities Data. Advances in Knowledge Discovery and Data Mining 1996: 541-560 | |
| 1994 | ||
| 8 | Chidanand Apté, Se June Hong: Predicting Equity Returns from Securities Data with Minimal Rule Generation. KDD Workshop 1994: 407-418 | |
| 7 | Chidanand Apté, Fred Damerau, Sholom M. Weiss: Towards Language Independent Automated Learning of Text Categorisation Models. SIGIR 1994: 23-30 | |
| 6 | Chidanand Apté, Fred Damerau, Sholom M. Weiss: Automated Learning of Decision Rules for Text Categorization. ACM Trans. Inf. Syst. 12(3): 233-251 (1994) | |
| 5 | Chidanand Apté, Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss: Case studies in high-dimensional classification. Appl. Intell. 4(3): 269-281 (1994) | |
| 1992 | ||
| 4 | Chidanand Apté, Robert Dionne, James H. Griesmer, Maurice Karnaugh, John K. Kastner, Meir Laker, Eric Keener Mays: An experiment in constructing an open expert system using a knowledge substrate. IBM Journal of Research and Development 36(3): 409-434 (1992) | |
| 1986 | ||
| 3 | Chidanand Apté, Se June Hong: Using Qualitative Reasoning to Understand Financial Arithmetic. AAAI 1986: 942-949 | |
| 2 | John K. Kastner, Chidanand Apté, James H. Griesmer, Se June Hong, Maurice Karnaugh, Eric Mays, Yoshio Tozawa: A Knowledge-Based Consultant for Financial Marketing. AI Magazine 7(5): 71-79 (1986) | |
| 1982 | ||
| 1 | Sholom M. Weiss, Casimir A. Kulikowski, Chidanand Apté, Michael Uschold, Jay Patchett, Robert Brigham, Belynda Spitzer: Building Expert Systems for Controlling Complex Programs. AAAI 1982: 322-326 | |