Finding scientific topics TL Griffiths, M Steyvers Proceedings of the National Academy of Sciences of the United States of …, 2004 | 8516 | 2004 |
Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis 427 (7), 424-440, 2007 | 3935* | 2007 |
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012 | 2162 | 2012 |
The Large‐Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth M Steyvers, JB Tenenbaum Cognitive science 29 (1), 41-78, 2005 | 1847 | 2005 |
Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007 | 1441 | 2007 |
A model for recognition memory: REM—retrieving effectively from memory RM Shiffrin, M Steyvers Psychonomic Bulletin & Review 4 (2), 145-166, 1997 | 1246 | 1997 |
Probabilistic author-topic models for information discovery M Steyvers, P Smyth, M Rosen-Zvi, T Griffiths Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004 | 882 | 2004 |
Integrating topics and syntax TL Griffiths, M Steyvers, DM Blei, JB Tenenbaum Advances in neural information processing systems 17, 537-544, 2005 | 742 | 2005 |
Inferring causal networks from observations and interventions M Steyvers, JB Tenenbaum, EJ Wagenmakers, B Blum Cognitive Science 27 (3), 453-489, 2003 | 655 | 2003 |
Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine Learning, 1-52, 2011 | 456 | 2011 |
Learning author-topic models from text corpora M Rosen-Zvi, C Chemudugunta, T Griffiths, P Smyth, M Steyvers ACM Transactions on Information Systems (TOIS) 28 (1), 1-38, 2010 | 422 | 2010 |
A probabilistic approach to semantic representation T Griffiths, M Steyvers Proceedings of the 24th annual conference of the cognitive science society …, 2002 | 344* | 2002 |
Multidimensional scaling M Steyvers Encyclopedia of cognitive science, 2002 | 326* | 2002 |
A method for efficiently sampling from distributions with correlated dimensions. BM Turner, PB Sederberg, SD Brown, M Steyvers Psychological methods 18 (3), 368, 2013 | 314 | 2013 |
Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model C Chemudugunta, PSM Steyvers Advances in Neural Information Processing Systems 19: Proceedings of the …, 2007 | 278 | 2007 |
The sensitization and differentiation of dimensions during category learning. RL Goldstone, M Steyvers Journal of experimental psychology: General 130 (1), 116, 2001 | 277 | 2001 |
A Bayesian analysis of human decision-making on bandit problems M Steyvers, MD Lee, EJ Wagenmakers Journal of mathematical psychology 53 (3), 168-179, 2009 | 276 | 2009 |
Word Association Spaces for Predicting Semantic Similarity Effects in Episodic Memory. M Steyvers, RM Shiffrin, DL Nelson American Psychological Association, 2005 | 265 | 2005 |
A Bayesian framework for simultaneously modeling neural and behavioral data BM Turner, BU Forstmann, EJ Wagenmakers, SD Brown, PB Sederberg, ... NeuroImage 72, 193-206, 2013 | 234 | 2013 |
Google and the mind: Predicting fluency with PageRank TL Griffiths, M Steyvers, A Firl Psychological science 18 (12), 1069-1076, 2007 | 231 | 2007 |