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Dmitry Pavlov

Observed names: Dmitry Y. Pavlov, Dmitry Yurievich Pavlov, Pavlov, Dmitry Y.
OpenAlex ID: A5110057155
Large-scale behavioral targeting
2009 · Ye Chen, Dmitry Pavlov, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 198
Internet-scale collection of human-reviewed data
2007 · Qi Su, Dmitry Pavlov, et al. · International World Wide Web Conference (WWW) · 123
A maximum entropy approach to collaborative filtering in dynamic, sparse, high-dimensional domains
· Dmitry Y. Pavlov, David M. Pennock · 122
Towards scalable support vector machines using squashing
2000 · Dmitry Pavlov, Darya Chudova, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 53
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Factor Modeling for Advertisement Targeting
2009 · Ye Chen, Michael Kapralov, et al. · 35
Prediction with local patterns using cross-entropy
1999 · Heikki Mannila, Dmitry Pavlov, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 33
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Probabilistic Models for Query Approximation with Large Sparse Binary Datasets
2013 · Pavlov, Dmitry Y., Mannila, Heikki, et al. · arXiv (Cornell University) · 30
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Document preprocessing for naive Bayes classification and clustering with mixture of multinomials
2004 · Dmitry Pavlov, Ramnath Balasubramanyan, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 26
BagBoo: a scalable hybrid bagging-the-boosting model
2010 · Dmitry Yurievich Pavlov, Alexey Gorodilov, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 25
Mixtures of Conditional Maximum Entropy Models
· Dmitry Pavlov, Alexandrin Popescul, et al. · 20
Probabilistic query models for transaction data
2001 · Dmitry Pavlov, Padhraic Smyth · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 14
Bingo from SciTouch LLC: chemistry cartridge for Oracle database
2010 · Dmitry Pavlov, Mikhail Rybalkin, et al. · Journal of Cheminformatics · 12
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Practical lessons of data mining at Yahoo!
2009 · Ye Chen, Dmitry Pavlov, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 7
Behavioral Targeting: The Art of Scaling Up Simple Algorithms
2010 · Ye Chen, Dmitry Pavlov, et al. · ACM Transactions on Knowledge Discovery from Data · 5
Approximate Query Answering by Model Averaging
2003 · Dmitry Pavlov, Padhraic Smyth · SIAM International Conference on Data Mining · 2
Probabilistic query models for transaction data
2002 · Dmitry Pavlov, Padhraic Smyth
Works count: 24
Citation count: 705
H-index: 12
I10-index: 12
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