Edwin P. D. Pednault

	2011
26		Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan: SystemML: Declarative machine learning on MapReduce. ICDE 2011: 231-242
25		Amol Ghoting, Prabhanjan Kambadur, Edwin P. D. Pednault, Ramakrishnan Kannan: NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce. KDD 2011: 334-342
	2009
24		Joseph P. Bigus, Upendra Chitnis, Prasad M. Deshpande, Ramakrishnan Kannan, Mukesh K. Mohania, Sumit Negi, Deepak P, Edwin P. D. Pednault, Soujanya Soni, Bipen K. Telkar, Brian F. White: CRM Analytics Framework. COMAD 2009
	2006
23		A. Dorneich, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu: Embedded predictive modeling in a parallel relational database. SAC 2006: 569-574
22		Edwin P. D. Pednault: Transform Regression and the Kolmogorov Superposition Theorem. SDM 2006
	2003
21		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
20		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
19		Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny: Sequential cost-sensitive decision making with reinforcement learning. KDD 2002: 259-268
18		Ramesh Natarajan, Edwin P. D. Pednault: Segmented Regression Estimators for Massive Data Sets. SDM 2002
17		Chidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth: Business applications of data mining. Commun. ACM 45(8): 49-53 (2002)
16		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)
	2001
15		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
14		Edwin P. D. Pednault: Deep issues: representation is everything. Commun. ACM 43(8): 80-83 (2000)
	1998
13		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
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
	1994
11		Edwin P. D. Pednault: ADL and the State-Transition Model of Action. J. Log. Comput. 4(5): 467-512 (1994)
	1992
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)
	1991
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)
	1989
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
	1988
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)
	1981
1		Edwin P. D. Pednault, Steven W. Zucker, L. V. Muresan: On the Independence Assumption Underlying Subjective Bayesian Updating. Artif. Intell. 16(2): 213-222 (1981)

Coauthor Index

1	Naoki Abe	[19] [20]
2	Chidanand Apté (Chid Apté)	[12] [13] [15] [16] [17] [20] [21]
3	Henry S. Baird	[10]
4	E. Bibelnieks	[15]
5	Joseph P. Bigus	[24]
6	Jane Bromley	[10]
7	Christopher J. C. Burges (Chris Burges)	[10]
8	Deb Campbell	[15]
9	Upendra Chitnis	[24]
10	John S. Denker	[10]
11	Prasad Deshpande (Prasad M. Deshpande)	[24]
12	A. Dorneich	[23]
13	Wei Fan	[20]
14	Amol Ghoting	[25] [26]
15	Se June Hong	[12] [13] [21]
16	Jonathan R. M. Hosking	[12] [13]
17	Lawrence D. Jackel	[10]
18	Prabhanjan Kambadur	[25]
19	Ramakrishnan Kannan	[24] [25]
20	Rajasekar Krishnamurthy	[26]
21	Yann LeCun	[10]
22	Jorge Lepre	[12] [13]
23	Bing Liu	[17]
24	Ofer Matan	[10]
25	Mukesh K. Mohania	[24]
26	L. V. Muresan	[1]
27	Ramesh Natarajan	[15] [16] [18] [21] [23]
28	Sumit Negi	[24]
29	Bryan Nelson	[15]
30	Deepak P	[24]
31	Berthold Reinwald	[26]
32	Barry K. Rosen	[12] [13]
33	William Satterfield	[10]
34	Vikas Sindhwani	[26]
35	Padhraic Smyth	[17]
36	Soujanya Soni	[24]
37	Charles E. Stenard	[10]
38	Shirish Tatikonda	[26]
39	Bipen K. Telkar	[24]
40	Timothy J. Thompson	[10]
41	Yuanyuan Tian	[26]
42	Fateh Tipu	[15] [16] [21] [23]
43	Shivakumar Vaithyanathan	[26]
44	Haixun Wang	[20]
45	Sholom M. Weiss	[21]
46	Brian F. White	[24]
47	Bianca Zadrozny	[19] [20]
48	Steven W. Zucker	[1]

Colors in the list of coauthors

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