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Publications of Author

1. Dmitry Pavlov
   Manipulator Path Planning in 3-Dimensional Space. [Citation Graph (0, 0)][DBLP]
   CSR, 2006, pp:505-513 [Conf]
   
2. Dmitry Pavlov
   Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions. [Citation Graph (0, 0)][DBLP]
   ICDM, 2003, pp:251-258 [Conf]
   
3. Eren Manavoglu, Dmitry Pavlov, C. Lee Giles
   Probabilistic User Behavior Models. [Citation Graph (0, 0)][DBLP]
   ICDM, 2003, pp:203-210 [Conf]
   
4. Dmitry Pavlov, Alexandrin Popescul, David M. Pennock, Lyle H. Ungar
   Mixtures of Conditional Maximum Entropy Models. [Citation Graph (0, 0)][DBLP]
   ICML, 2003, pp:584-591 [Conf]
   
5. Dmitry Pavlov, Jianchang Mao, Byron Dom
   Scaling-Up Support Vector Machines Using Boosting Algorithm. [Citation Graph (0, 0)][DBLP]
   ICPR, 2000, pp:2219-2222 [Conf]
   
6. Heikki Mannila, Dmitry Pavlov, Padhraic Smyth
   Prediction with Local Patterns using Cross-Entropy. [Citation Graph (0, 0)][DBLP]
   KDD, 1999, pp:357-361 [Conf]
   
7. Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh
   Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. [Citation Graph (0, 0)][DBLP]
   KDD, 2004, pp:829-834 [Conf]
   
8. Dmitry Pavlov, Darya Chudova, Padhraic Smyth
   Towards scalable support vector machines using squashing. [Citation Graph (0, 0)][DBLP]
   KDD, 2000, pp:295-299 [Conf]
   
9. Dmitry Pavlov, Padhraic Smyth
   Probabilistic query models for transaction data. [Citation Graph (0, 0)][DBLP]
   KDD, 2001, pp:164-173 [Conf]
   
10. Dmitry Pavlov, David M. Pennock
    A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1441-1448 [Conf]
    
11. Dmitry Pavlov, Padhraic Smyth
    Approximate Query Answering by Model Averaging. [Citation Graph (0, 0)][DBLP]
    SDM, 2003, pp:- [Conf]
    
12. Dmitry Pavlov, Heikki Mannila, Padhraic Smyth
    Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:465-472 [Conf]
    
13. Dmitry Pavlov, Eren Manavoglu, David M. Pennock, C. Lee Giles
    Collaborative Filtering with Maximum Entropy. [Citation Graph (0, 0)][DBLP]
    IEEE Intelligent Systems, 2004, v:19, n:6, pp:40-48 [Journal]
    
14. Dmitry Pavlov, Heikki Mannila, Padhraic Smyth
    Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2003, v:15, n:6, pp:1409-1421 [Journal]
    
15. Qi Su, Dmitry Pavlov, Jyh-Herng Chow, Wendell C. Baker
    Internet-scale collection of human-reviewed data. [Citation Graph (0, 0)][DBLP]
    WWW, 2007, pp:231-240 [Conf]
    
16. 
    Practical lessons of data mining at Yahoo! [Citation Graph (, )][DBLP]
    
    
17. 
    Large-scale behavioral targeting. [Citation Graph (, )][DBLP]