Prediction with Local Patterns using Cross-Entropy. - Heikki Mannila; Dmitry Pavlov; Padhraic Smyth (KDD, 1999)

Scaling-Up Support Vector Machines Using Boosting Algorithm. - Dmitry Pavlov; Jianchang Mao; Byron Dom (ICPR, 2000)

Towards scalable support vector machines using squashing. - Dmitry Pavlov; Darya Chudova; Padhraic Smyth (KDD, 2000)

Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. - Dmitry Pavlov; Heikki Mannila; Padhraic Smyth (UAI, 2000)

Probabilistic query models for transaction data. - Dmitry Pavlov; Padhraic Smyth (KDD, 2001)

A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains. - Dmitry Pavlov; David M. Pennock (NIPS, 2002)

Probabilistic User Behavior Models. - Eren Manavoglu; Dmitry Pavlov; C. Lee Giles (ICDM, 2003)

Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions. - Dmitry Pavlov (ICDM, 2003)

Mixtures of Conditional Maximum Entropy Models. - Dmitry Pavlov; Alexandrin Popescul; David M. Pennock; Lyle H. Ungar (ICML, 2003)

Approximate Query Answering by Model Averaging. - Dmitry Pavlov; Padhraic Smyth (SDM, 2003)

Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data. - Dmitry Pavlov; Heikki Mannila; Padhraic Smyth (IEEE Trans. Knowl. Data Eng., 2003)

Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. - Dmitry Pavlov; Ramnath Balasubramanyan; Byron Dom; Shyam Kapur; Jignashu Parikh (KDD, 2004)

Collaborative Filtering with Maximum Entropy. - Dmitry Pavlov; Eren Manavoglu; David M. Pennock; C. Lee Giles (IEEE Intell. Syst., 2004)

Manipulator Path Planning in 3-Dimensional Space. - Dmitry Pavlov (CSR, 2006)

Internet-scale collection of human-reviewed data. - Qi Su; Dmitry Pavlov; Jyh-Herng Chow; Wendell C. Baker (WWW, 2007)

Practical lessons of data mining at Yahoo! - Ye Chen; Dmitry Pavlov; Pavel Berkhin; Aparna Seetharaman; Albert Meltzer (CIKM, 2009)

Large-scale behavioral targeting. - Ye Chen; Dmitry Pavlov; John F. Canny (KDD, 2009)

Factor Modeling for Advertisement Targeting. - Ye Chen; Michael Kapralov; Dmitry Pavlov; John F. Canny (NIPS, 2009)

Energy-preserving integrators for fluid animation. - Patrick Mullen; Keenan Crane; Dmitry Pavlov; Yiying Tong; Mathieu Desbrun (ACM Trans. Graph., 2009)

Bingo from SciTouch LLC: chemistry cartridge for Oracle database. - Dmitry Pavlov; Mikhail Rybalkin; Boris Karulin (J. Cheminformatics, 2010)

Behavioral Targeting: The Art of Scaling Up Simple Algorithms. - Ye Chen; Dmitry Pavlov; John F. Canny (ACM Trans. Knowl. Discov. Data, 2010)

Discrete Lie Advection of Differential Forms. - Patrick Mullen; Alexander McKenzie; Dmitry Pavlov; L. Durant; Yiying Tong; Eva Kanso; Jerrold E. Marsden; Mathieu Desbrun (Found. Comput. Math., 2011)

Open Data, Open Source and Open Standards in chemistry: The Blue Obelisk five years on. - Noel M. O'Boyle; Rajarshi Guha; Egon L. Willighagen; Sam E. Adams; Jonathan Alvarsson; Jean-Claude Bradley; Igor V. Filippov; Robert M. Hanson; Marcus D. Hanwell; Geoffrey R. Hutchison; Craig A. James; Nina Jeliazkova; et al. (J. Cheminformatics, 2011)

Indigo: universal cheminformatics API. - Dmitry Pavlov; Mikhail Rybalkin; Boris Karulin; Mikhail Kozhevnikov; Alexey Savelyev; A. Churinov (J. Cheminformatics, 2011)

Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank. - Andrey Gulin; Igor Kuralenok; Dmitry Pavlov (Yahoo! Learning to Rank Challenge, 2011)

Probabilistic Models for Query Approximation with Large Sparse Binary Datasets - Dmitry Pavlov; Heikki Mannila; Padhraic Smyth (CoRR, 2013)

Power particles: an incompressible fluid solver based on power diagrams. - Fernando de Goes; Corentin Wallez; Jin Huang 001; Dmitry Pavlov; Mathieu Desbrun (ACM Trans. Graph., 2015)

Ontology visualization methods and tools: a survey of the state of the art. - Marek Dudás; Steffen Lohmann; Vojtech Svátek; Dmitry Pavlov (Knowl. Eng. Rev., 2018)

Landau: language for dynamical systems with automatic differentiation. - Ivan Dolgakov; Dmitry Pavlov (CoRR, 2019)

Case Study of Using Virtual and Augmented Reality in Industrial System Monitoring. - Dmitry Pavlov; Igor Sosnovsky; Vyacheslav Dimitrov; Vasilii Melentyev; Dmitry G. Korzun (FRUCT, 2020)

On the Extension of Adams-Bashforth-Moulton Methods for Numerical Integration of Delay Differential Equations and Application to the Moon's Orbit. - Dan Aksim; Dmitry Pavlov (Math. Comput. Sci., 2020)

Relation between size of mixing zone and intermediate concentration in miscible displacement. - Fedor Bakharev; Aleksandr Enin; Sergey Matveenko; Nikita Rastegaev; Dmitry Pavlov; Sergey Tikhomirov (CoRR, 2023)

Velocity of viscous fingers in miscible displacement: Intermediate concentration. - Fedor Bakharev; Aleksandr Enin; Sergey Matveenko; Dmitry Pavlov; Yulia Petrova; Nikita Rastegaev; Sergey Tikhomirov (J. Comput. Appl. Math., 2024)