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Edwin P. D. Pednault
- > Home > Persons > Edwin P. D. Pednault
Publications
- 2013
- [j13]Amol Ghoting, John A. Gunnels, Prabhanjan Kambadur, Edwin P. D. Pednault, Mark S. Squillante:
Trends and outlook for the massive-scale analytics stack. IBM J. Res. Dev. 57(3/4): 2 (2013) - 2011
- [c17]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 - [c16]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
- [c15]Joseph P. Bigus, Upendra Chitnis, Prasad M. Deshpande, Ramakrishnan Kannan, Mukesh K. Mohania, Sumit Negi, Deepak Padmanabhan, Edwin P. D. Pednault, Soujanya Soni, Bipen K. Telkar, Brian F. White:
CRM Analytics Framework. COMAD 2009 - 2006
- [c14]Ansgar Dorneich, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu:
Embedded predictive modeling in a parallel relational database. SAC 2006: 569-574 - 2003
- [j12]Chidanand Apté, Se June Hong, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu, Sholom M. Weiss:
Data-intensive analytics for predictive modeling. IBM J. Res. Dev. 47(1): 17-24 (2003) - 2002
- [j11]Chidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth:
Business applications of data mining. Commun. ACM 45(8): 49-53 (2002) - [j10]Chidanand Apté, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu:
A probabilistic estimation framework for predictive modeling analytics. IBM Syst. J. 41(3): 438-448 (2002) - [c12]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 - [c11]Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny:
Sequential cost-sensitive decision making with reinforcement learning. KDD 2002: 259-268 - [c10]Ramesh Natarajan, Edwin P. D. Pednault:
Segmented Regression Estimators for Massive Data Sets. SDM 2002: 566-582 - 2001
- [c9]Chidanand Apté, Eric Bibelnieks, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu, Deb Campbell, Bryan Nelson:
Segmentation-based modeling for advanced targeted marketing. KDD 2001: 408-413 - [c8]Ramesh Natarajan, Edwin P. D. Pednault:
Using Simulated Pseudo Data To Speed Up Statistical Predictive Modeling From Massive Data Sets. SDM 2001: 1-14 - 1999
- [j8]Chidanand Apté, Edna Grossman, Edwin P. D. Pednault, Barry K. Rosen, Fateh Tipu, Brian F. White:
Probabilistic estimation-based data mining for discovering insurance risks. IEEE Intell. Syst. 14(6): 49-58 (1999) - 1998
- [j7]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
- [j6]Jonathan R. M. Hosking, Edwin P. D. Pednault, Madhu Sudan:
A statistical perspective on data mining. Future Gener. Comput. Syst. 13(2-3): 117-134 (1997) - [c7]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
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