Sotabase

Career

· Professor, University of Washington (Current)1999–

Publications (230)

A few useful things to know about machine learning
Communications of the ACM · 2012
3,138
cited
Markov logic networks
Machine-mediated learning · 2006
3,133
cited
Mining the network value of customers
Knowledge Discovery and Data Mining · 2001
3,057
cited
Mining high-speed data streams
Knowledge Discovery and Data Mining · 2000
2,395
cited
Mining time-changing data streams
Knowledge Discovery and Data Mining · 2001
1,911
cited
Mining knowledge-sharing sites for viral marketing
Knowledge Discovery and Data Mining · 2002
1,833
cited
MetaCost: a general method for making classifiers cost-sensitive
Knowledge Discovery and Data Mining · 1999
1,630
cited
Learning to map between ontologies on the semantic web
The Web Conference · 2002
1,082
cited
Adversarial classification
Knowledge Discovery and Data Mining · 2004
1,057
cited
Reconciling schemas of disparate data sources: a machine-learning approach
ACM SIGMOD Conference · 2001
917
cited
Beyond Independence: Conditions for the Optimality of the Simple Bayesian Classifier
International Conference on Machine Learning · 1996
909
cited
Sum-product networks: A new deep architecture
IEEE International Conference on Computer Vision · 2011
798
cited
Tree Induction for Probability-Based Ranking
Machine-mediated learning · 2003
605
cited
Ontology Matching: A Machine Learning Approach
Handbook on Ontologies · 2004
582
cited
Trust Management for the Semantic Web
International Workshop on the Semantic Web · 2003
512
cited
The Role of Occam's Razor in Knowledge Discovery
Data mining and knowledge discovery · 1999
488
cited
Markov Logic: An Interface Layer for Artificial Intelligence
Markov Logic · 2009
478
cited
The Intelligent surfer: Probabilistic Combination of Link and Content Information in PageRank
Neural Information Processing Systems · 2001
443
cited
iMAP: discovering complex semantic matches between database schemas
ACM SIGMOD Conference · 2004
438
cited
Entity Resolution with Markov Logic
Industrial Conference on Data Mining · 2006
432
cited
Sotabase