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David Newman
David Newman
Research Faculty, Computer Science, University of California Irvine
Bestätigte E-Mail-Adresse bei uci.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
UCI machine learning repository
A Asuncion, DJ Newman
9059*2007
Automatic evaluation of topic coherence
D Newman, JH Lau, K Grieser, T Baldwin
Human language technologies: The 2010 annual conference of the North …, 2010
14832010
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
12902003
A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
Y Teh, D Newman, M Welling
Advances in neural information processing systems 19, 2006
8252006
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
8032008
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
7562014
Distributed algorithms for topic models.
D Newman, A Asuncion, P Smyth, M Welling
Journal of Machine Learning Research 10 (8), 2009
5682009
UCI repository of machine learning databases, 1998
DJ Newman, S Hettich, CL Blake, CJ Merz
3611998
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
3602011
Distributed inference for latent dirichlet allocation
D Newman, P Smyth, M Welling, A Asuncion
Advances in neural information processing systems 20, 2007
3432007
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
3022011
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
2902010
Care and feeding of topic models: Problems, diagnostics, and improvements
J Boyd-Graber, D Mimno, D Newman
Handbook of mixed membership models and their applications 225255, 2014
2632014
Improving topic coherence with regularized topic models
D Newman, EV Bonilla, W Buntine
Advances in neural information processing systems 24, 2011
2632011
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
2612003
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), 1-26, 2012
2352012
Statistical entity-topic models
D Newman, C Chemudugunta, P Smyth
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
2332006
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
2322006
Uci machine learning repository. irvine, ca: University of california, school of information and computer science
A Asuncion, DJ Newman
URL [http://www. ics. uci. edu/~ mlearn/MLRepository. html], 2007
2082007
Analyzing entities and topics in news articles using statistical topic models
D Newman, C Chemudugunta, P Smyth, M Steyvers
Intelligence and Security Informatics: IEEE International Conference on …, 2006
1902006
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