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* | 2009 | |
---|---|---|

17 | EE | Ye Chen, Dmitry Pavlov, John F. Canny: Large-scale behavioral targeting. KDD 2009: 209-218 |

16 | EE | Patrick Mullen, Keenan Crane, Dmitry Pavlov, Yiying Tong, Mathieu Desbrun: Energy-preserving integrators for fluid animation. ACM Trans. Graph. 28(3): (2009) |

2007 | ||

15 | EE | Qi Su, Dmitry Pavlov, Jyh-Herng Chow, Wendell C. Baker: Internet-scale collection of human-reviewed data. WWW 2007: 231-240 |

2006 | ||

14 | EE | Dmitry Pavlov: Manipulator Path Planning in 3-Dimensional Space. CSR 2006: 505-513 |

2004 | ||

13 | EE | Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh: Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. KDD 2004: 829-834 |

12 | EE | Dmitry Pavlov, Eren Manavoglu, David M. Pennock, C. Lee Giles: Collaborative Filtering with Maximum Entropy. IEEE Intelligent Systems 19(6): 40-48 (2004) |

2003 | ||

11 | EE | Eren Manavoglu, Dmitry Pavlov, C. Lee Giles: Probabilistic User Behavior Models. ICDM 2003: 203-210 |

10 | EE | Dmitry Pavlov: Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions. ICDM 2003: 251-258 |

9 | Dmitry Pavlov, Alexandrin Popescul, David M. Pennock, Lyle H. Ungar: Mixtures of Conditional Maximum Entropy Models. ICML 2003: 584-591 | |

8 | EE | Dmitry Pavlov, Padhraic Smyth: Approximate Query Answering by Model Averaging. SDM 2003 |

7 | EE | Dmitry Pavlov, Heikki Mannila, Padhraic Smyth: Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data. IEEE Trans. Knowl. Data Eng. 15(6): 1409-1421 (2003) |

2002 | ||

6 | EE | Dmitry Pavlov, David M. Pennock: A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains. NIPS 2002: 1441-1448 |

2001 | ||

5 | EE | Dmitry Pavlov, Padhraic Smyth: Probabilistic query models for transaction data. KDD 2001: 164-173 |

2000 | ||

4 | EE | Dmitry Pavlov, Jianchang Mao, Byron Dom: Scaling-Up Support Vector Machines Using Boosting Algorithm. ICPR 2000: 2219-2222 |

3 | EE | Dmitry Pavlov, Darya Chudova, Padhraic Smyth: Towards scalable support vector machines using squashing. KDD 2000: 295-299 |

2 | EE | Dmitry Pavlov, Heikki Mannila, Padhraic Smyth: Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. UAI 2000: 465-472 |

1999 | ||

1 | EE | Heikki Mannila, Dmitry Pavlov, Padhraic Smyth: Prediction with Local Patterns using Cross-Entropy. KDD 1999: 357-361 |

1 | Wendell C. Baker | [15] |

2 | Ramnath Balasubramanyan | [13] |

3 | John F. Canny (John Canny) | [17] |

4 | Ye Chen | [17] |

5 | Jyh-Herng Chow | [15] |

6 | Darya Chudova | [3] |

7 | Keenan Crane | [16] |

8 | Mathieu Desbrun | [16] |

9 | Byron Dom | [4] [13] |

10 | C. Lee Giles (Clyde Lee Giles) | [11] [12] |

11 | Shyam Kapur | [13] |

12 | Eren Manavoglu | [11] [12] |

13 | Heikki Mannila | [1] [2] [7] |

14 | Jianchang Mao | [4] |

15 | Patrick Mullen | [16] |

16 | Jignashu Parikh | [13] |

17 | David M. Pennock (David Pennock) | [6] [9] [12] |

18 | Alexandrin Popescul | [9] |

19 | Padhraic Smyth | [1] [2] [3] [5] [7] [8] |

20 | Qi Su | [15] |

21 | Yiying Tong | [16] |

22 | Lyle H. Ungar | [9] |