| Large-scale behavioral targeting Y Chen, D Pavlov, JF Canny Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 294 | 2009 |
| A maximum entropy approach to collaborative filtering in dynamic, sparse, high-dimensional domains D Pavlov, D Pennock Advances in neural information processing systems 15, 2002 | 215 | 2002 |
| Disruption-driven supply chain (re)-planning and performance impact assessment with consideration of pro-active and recovery policies D Ivanov, A Pavlov, A Dolgui, D Pavlov, B Sokolov Transportation Research Part E: Logistics and Transportation Review 90, 7-24, 2016 | 199 | 2016 |
| Optimization of network redundancy and contingency planning in sustainable and resilient supply chain resource management under conditions of structural dynamics A Pavlov, D Ivanov, D Pavlov, A Slinko Annals of Operations Research, 1-30, 2019 | 195 | 2019 |
| Internet-scale collection of human-reviewed data Q Su, D Pavlov, JH Chow, WC Baker Proceedings of the 16th international conference on World Wide Web, 231-240, 2007 | 181 | 2007 |
| Probabilistic user behavior models E Manavoglu, D Pavlov, CL Giles Third IEEE International Conference on Data Mining, 203-210, 2003 | 174 | 2003 |
| System for matching users and transportation providers DY Pavlov US Patent App. 11/595,115, 2008 | 142 | 2008 |
| Large-scale behavioral targeting for advertising over a network Y Chen, D Pavlov, P Berkhin, J Canny US Patent 8,150,723, 2012 | 130 | 2012 |
| Scaling-up support vector machines using boosting algorithm D Pavlov, J Mao, B Dom Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000 | 112 | 2000 |
| Minimization of disruption-related return flows in the supply chain D Ivanov, A Pavlov, D Pavlov, B Sokolov International Journal of Production Economics 183, 503-513, 2017 | 109 | 2017 |
| Power particles: an incompressible fluid solver based on power diagrams. F De Goes, C Wallez, J Huang, D Pavlov, M Desbrun ACM Trans. Graph. 34 (4), 50:1-50:11, 2015 | 108 | 2015 |
| Beyond independence: Probabilistic models for query approximation on binary transaction data DN Pavlov, H Mannila, P Smyth IEEE Transactions on Knowledge and Data Engineering 15 (6), 1409-1421, 2003 | 102 | 2003 |
| Winning the transfer learning track of yahoo!’s learning to rank challenge with yetirank A Gulin, I Kuralenok, D Pavlov Proceedings of the Learning to Rank Challenge, 63-76, 2011 | 96 | 2011 |
| Method for efficiently building compact models for large multi-class text classification SK Selvaraj, D Pavlov, SJ Gaffney, NE Mayoraz, P Berkhin, V Krishnan, ... US Patent App. 12/115,486, 2009 | 86 | 2009 |
| Determining parameters of Moon’s orbital and rotational motion from LLR observations using GRAIL and IERS-recommended models DA Pavlov, JG Williams, VV Suvorkin Celestial Mechanics and Dynamical Astronomy 126, 61-88, 2016 | 83 | 2016 |
| Towards scalable support vector machines using squashing D Pavlov, D Chudova, P Smyth Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000 | 72 | 2000 |
| Discrete Lie advection of differential forms P Mullen, A McKenzie, D Pavlov, L Durant, Y Tong, E Kanso, JE Marsden, ... Foundations of Computational Mathematics 11, 131-149, 2011 | 59 | 2011 |
| Automatic product categorization BE Dom, A Goyal, R Balasubramanyan, D Pavlov, B Suresh US Patent 7,870,039, 2011 | 55 | 2011 |
| Factor modeling for advertisement targeting Y Chen, M Kapralov, J Canny, D Pavlov Advances in neural information processing systems 22, 2009 | 51 | 2009 |
| Collaborative filtering with maximum entropy D Pavlov, E Manavoglu, CL Giles, DM Pennock IEEE Intelligent Systems 19 (6), 40-47, 2004 | 50 | 2004 |
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineVerified email at ics.uci.edu