452 citations · 870 across the 33 of their papers we have counts for
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cs.AI2013★ 89 cited
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (2013)
Ann Nicholson, Padhriac Smyth
This is the Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, which was held in Bellevue, WA, August 11-15, 2013
cs.AI2013★ 30 cited
Probabilistic Models for Query Approximation with Large Sparse Binary Datasets
Dmitry Y. Pavlov, Heikki Mannila, Padhraic Smyth
Large sparse sets of binary transaction data with millions of records and thousands of attributes occur in various domains: customers purchasing products, users visiting web pages,…
cs.AI2008★ 16 cited
Text Modeling using Unsupervised Topic Models and Concept Hierarchies
Chaitanya Chemudugunta, Padhraic Smyth, Mark Steyvers
Statistical topic models provide a general data-driven framework for automated discovery of high-level knowledge from large collections of text documents. While topic models can po…