D. Pavlov

Probabilistic user behavior models

Eren Manavoglu, D. Pavlov, C. Lee Giles · 2004 · 97 citations

Engineering, Machine Learning, Behavior Prediction +18

Scaling-up support vector machines using boosting algorithm

D. Pavlov, Jianchang Mao, Byron Dom · 2002 · 82 citations

Artificial Intelligence, Data Classification, Support Vector Machine +15

Beyond independence: probabilistic models for query approximation on binary transaction data

D. Pavlov, Heikki Mannila, Padhraic Smyth · IEEE Transactions on Knowledge and Data Engineering · 2003 · 79 citations

Collaborative Filtering with Maximum Entropy

D. Pavlov, Eren Manavoglu, D.M. Pennock et al. · IEEE Intelligent Systems · 2004 · 31 citations

Online Shops, Engineering, Machine Learning +17

Sequence modeling with mixtures of conditional maximum entropy distributions

D. Pavlov · 2004 · 20 citations

Structured Prediction, Engineering, Machine Learning +20