| ADL: Exploring the middle ground between STRIPS and the situation calculus EPD Pednault Proceedings of the First International Conference on Principles of Knowledge …, 1989 | 865 | 1989 |
| SystemML: Declarative machine learning on MapReduce A Ghoting, R Krishnamurthy, E Pednault, B Reinwald, V Sindhwani, ... 2011 IEEE 27th International Conference on Data Engineering, 231-242, 2011 | 459 | 2011 |
| Method for constructing segmentation-based predictive models EPD Pednault, R Natarajan US Patent 7,451,065, 2008 | 326 | 2008 |
| Business applications of data mining C Apte, B Liu, EPD Pednault, P Smyth Communications of the ACM 45 (8), 49-53, 2002 | 296 | 2002 |
| System and method for increasing the effectiveness of customer contact strategies E Bibelnieks, M Bullock, M Haydock, M Schiller, W Kugel, EPD Pednault, ... US Patent 6,567,786, 2003 | 261 | 2003 |
| Data mining based underwriting profitability analysis CV Apte, E Grossman, EPD Pednault, BK Rosen, FA Tipu, H Wang, ... US Patent 5,970,464, 1999 | 245 | 1999 |
| System and method for sequential decision making for customer relationship management N Abe, EPD Pednault US Patent 7,403,904, 2008 | 217 | 2008 |
| Leveraging secondary storage to simulate deep 54-qubit sycamore circuits E Pednault, JA Gunnels, G Nannicini, L Horesh, R Wisnieff arXiv preprint arXiv:1910.09534, 2019 | 216 | 2019 |
| Formulating multiagent, dynamic-world problems in the classical planning framework EPD Pednault Reasoning about Actions and Plans: Proceedings of the 1986 Workshop, 47-82, 1987 | 200 | 1987 |
| Synthesizing plans that contain actions with contextdependent effects EPD Pednault Computational Intelligence 4 (3), 356-372, 1988 | 190 | 1988 |
| ADL and the state-transition model of action EPD Pednault Journal of Logic and Computation 4 (5), 467-512, 1994 | 170 | 1994 |
| Breaking the 49-qubit barrier in the simulation of quantum circuits E Pednault, JA Gunnels, G Nannicini, L Haoresh, T Magerlein, ... Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States), 2018 | 164 | 2018 |
| Nucleic acid structure analysis: Mathematics for local Cartesian and helical structure parameters that are truly comparable between structures MS Babcock, EPD Pednault, WK Olson Journal of Molecular Biology 237 (1), 125-156, 1994 | 144 | 1994 |
| Systems and methods for processing machine learning algorithms in a MapReduce environment DR Burdick, A Ghoting, R Krishnamurthy, EPD Pednault, B Reinwald, ... US Patent 8,612,368, 2013 | 114 | 2013 |
| Method for constructing segmentation-based predictive models from data that is particularly well-suited for insurance risk or profitability modeling purposes EPD Pednault US Patent 7,072,841, 2006 | 114 | 2006 |
| NIMBLE: A toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce A Ghoting, P Kambadur, E Pednault, R Kannan Proceedings of the 17th ACM SIGKDD International Conference on Knowledge …, 2011 | 113 | 2011 |
| Method for constructing segmentation-based predictive models EPD Pednault, R Natarajan US Patent 8,392,153, 2013 | 107 | 2013 |
| Toward a mathematical theory of plan synthesis EPD Pednault Stanford University, 1987 | 105 | 1987 |
| System and method for targeted marketing of goods and/or services to specific customers E Bibelnieks, M Bullock, M Haydock, M Schiller, W Kugel, EPD Pednault, ... US Patent 7,246,083, 2007 | 103 | 2007 |
| Sequential cost-sensitive decision making with reinforcement learning E Pednault, N Abe, B Zadrozny, H Wang, W Fan, C Apte Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge …, 2002 | 103 | 2002 |
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