| 2020 | FRUCT | Case Study of Using Virtual and Augmented Reality in Industrial System Monitoring. | Dmitry Pavlov, Igor Sosnovsky, Vyacheslav Dimitrov, Vasilii Melentyev, Dmitry G. Korzun |
| 2009 | CIKM | Practical lessons of data mining at Yahoo! | Ye Chen, Dmitry Pavlov, Pavel Berkhin, Aparna Seetharaman, Albert Meltzer |
| 2009 | KDD | Large-scale behavioral targeting. | Ye Chen, Dmitry Pavlov, John F. Canny |
| 2007 | WWW | Internet-scale collection of human-reviewed data. | Qi Su, Dmitry Pavlov, Jyh-Herng Chow, Wendell C. Baker |
| 2006 | CSR | Manipulator Path Planning in 3-Dimensional Space. | Dmitry Pavlov |
| 2004 | KDD | Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. | Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh |
| 2003 | ICDM | Probabilistic User Behavior Models. | Eren Manavoglu, Dmitry Pavlov, C. Lee Giles |
| 2003 | ICDM | Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions. | Dmitry Pavlov |
| 2003 | ICML | Mixtures of Conditional Maximum Entropy Models. | Dmitry Pavlov, Alexandrin Popescul, David M. Pennock, Lyle H. Ungar |
| 2003 | SDM | Approximate Query Answering by Model Averaging. | Dmitry Pavlov, Padhraic Smyth |
| 2001 | KDD | Probabilistic query models for transaction data. | Dmitry Pavlov, Padhraic Smyth |
| 2000 | ICPR | Scaling-Up Support Vector Machines Using Boosting Algorithm. | Dmitry Pavlov, Jianchang Mao, Byron Dom |
| 2000 | KDD | Towards scalable support vector machines using squashing. | Dmitry Pavlov, Darya Chudova, Padhraic Smyth |
| 2000 | UAI | Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. | Dmitry Pavlov, Heikki Mannila, Padhraic Smyth |
| 1999 | KDD | Prediction with Local Patterns using Cross-Entropy. | Heikki Mannila, Dmitry Pavlov, Padhraic Smyth |