David Newman
David Newman
Research Faculty, Computer Science, University of California Irvine
Verified email at uci.edu - Homepage
TitleCited byYear
UCI repository of machine learning databases
C Blake
http://www. ics. uci. edu/~ mlearn/MLRepository. html, 1998
64501998
UCI machine learning repository
A Asuncion, DJ Newman
6199*2007
Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology
CS Zender, H Bian, D Newman
Journal of Geophysical Research: Atmospheres 108 (D14), 2003
8542003
UCI machine learning repository, 2007
A Asuncion, D Newman
7652007
Automatic evaluation of topic coherence
D Newman, JH Lau, K Grieser, T Baldwin
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
5822010
A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
YW Teh, D Newman, M Welling
Advances in neural information processing systems, 1353-1360, 2007
5762007
Fast collapsed gibbs sampling for latent dirichlet allocation
I Porteous, D Newman, A Ihler, A Asuncion, P Smyth, M Welling
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
5402008
Distributed algorithms for topic models
D Newman, A Asuncion, P Smyth, M Welling
Journal of Machine Learning Research 10 (Aug), 1801-1828, 2009
3802009
UCI repository of machine learning databases, 1998
DJ Newman, S Hettich, CL Blake, CJ Merz
3102008
Distributed inference for latent dirichlet allocation
D Newman, P Smyth, M Welling, AU Asuncion
Advances in neural information processing systems, 1081-1088, 2008
2712008
Machine reading tea leaves: Automatically evaluating topic coherence and topic model quality
JH Lau, D Newman, T Baldwin
Proceedings of the 14th Conference of the European Chapter of the …, 2014
2422014
Automatic labelling of topic models
JH Lau, K Grieser, D Newman, T Baldwin
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
2112011
Spatial heterogeneity in aeolian erodibility: Uniform, topographic, geomorphic, and hydrologic hypotheses
CS Zender, D Newman, O Torres
Journal of Geophysical Research: Atmospheres 108 (D17), 2003
1912003
Statistical entity-topic models
D Newman, C Chemudugunta, P Smyth
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
1812006
Clustering more than two million biomedical publications: Comparing the accuracies of nine text-based similarity approaches
KW Boyack, D Newman, RJ Duhon, R Klavans, M Patek, JR Biberstine, ...
PloS one 6 (3), e18029, 2011
1762011
Topicnets: Visual analysis of large text corpora with topic modeling
B Gretarsson, J O’donovan, S Bostandjiev, T Höllerer, A Asuncion, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 3 (2), 23, 2012
1632012
Improving topic coherence with regularized topic models
D Newman, EV Bonilla, W Buntine
Advances in neural information processing systems, 496-504, 2011
1612011
Probabilistic topic decomposition of an eighteenth‐century American newspaper
DJ Newman, S Block
Journal of the American Society for Information Science and Technology 57 (6 …, 2006
1322006
Analyzing entities and topics in news articles using statistical topic models
D Newman, C Chemudugunta, P Smyth, M Steyvers
International conference on intelligence and security informatics, 93-104, 2006
1302006
Evaluating topic models for digital libraries
D Newman, Y Noh, E Talley, S Karimi, T Baldwin
Proceedings of the 10th annual joint conference on Digital libraries, 215-224, 2010
1242010
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