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Probabilistic latent semantic analysis
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111	[NTT-UT SIN & KIS] SEMANTIC INDEXING AND KNOWN ITEM SEARCH BASED ON A UNIFIED MODEL WITH TOPIC TRANSITION REPRESENTATION Takuho Nakano? , Akisato Kimura† , Hirokazu Kameoka† , Shigeki Sagayama? , Nobutaka Ono? , and Add to Reading List Source URL: www-nlpir.nist.gov Language: English - Date: 2011-03-04 14:18:46 Information retrieval Categorical data Natural language processing Psychometrics Probabilistic latent semantic analysis Latent variable Latent Dirichlet allocation Topic model Latent semantic analysis Statistics Information science Statistical natural language processing
112	Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation Indraneel Mukherjee David M. Blei Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:56 Bayesian statistics Statistical models Latent Dirichlet allocation Variational Bayesian methods Expectation–maximization algorithm Mixture model Probabilistic latent semantic analysis Dirichlet process Latent semantic analysis Statistics Statistical natural language processing Natural language processing
113	Continuous Time Dynamic Topic Models Chong Wang Computer Science Dept. Princeton University Princeton, NJ 08540 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:53 Statistical models Dynamic topic model Markov models Control theory Variational Bayesian methods Latent Dirichlet allocation Mixture model Topic model Probabilistic latent semantic analysis Statistics Statistical natural language processing Bayesian statistics
114	IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL., NO. 1 Human Action Recognition by Semi-Latent Topic Models Add to Reading List Source URL: www.cs.sfu.ca Language: English - Date: 2009-02-05 14:48:35 Latent Dirichlet allocation Expectation–maximization algorithm Topic model Probabilistic latent semantic analysis Maximum likelihood Statistics Statistical natural language processing Estimation theory
115	WANG AND MORI: MAX-MARGIN LATENT DIRICHLET ALLOCATION 1 Max-Margin Latent Dirichlet Allocation for Image Classification and Annotation Add to Reading List Source URL: www.cs.sfu.ca Language: English - Date: 2011-07-07 13:56:21 Probabilistic latent semantic analysis Topic model Support vector machine Closed and exact differential forms Statistics Statistical natural language processing Latent Dirichlet allocation
116	Reading Tea Leaves: How Humans Interpret Topic Models Jonathan Chang ∗ Facebook 1601 S California Ave. Palo Alto, CA 94304 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Artificial intelligence Topic model Latent Dirichlet allocation Probabilistic latent semantic analysis Semantic analysis Information retrieval Natural language processing Language model Latent semantic analysis Statistical natural language processing Statistics Science
117	MODELING INTERACTIONS FROM EMAIL COMMUNICATION Dong Zhang1 , Daniel Gatica-Perez1 , Deb Roy2 and Samy Bengio1 1 IDIAP Research Institute, Swiss Federal Institute of Technology, Lausanne, Switzerland 2 Add to Reading List Source URL: www.media.mit.edu Language: English - Date: 2006-03-27 17:15:08 Statistical natural language processing Categorical data Probabilistic latent semantic analysis Estimation theory Markov chain Hidden Markov model Expectation–maximization algorithm Matrix Statistics Email Markov models
118	review articles doi:[removed][removed]Surveying a suite of algorithms that offer a solution to managing large document archives. by David M. Blei Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-06-05 15:28:29 Topic model Latent Dirichlet allocation Dynamic topic model Probabilistic latent semantic analysis Document-term matrix Mixture model Pachinko allocation Information retrieval Dirichlet process Statistics Statistical natural language processing Probability and statistics
119	Relational Topic Models for Document Networks Jonathan Chang Department of Electrical Engineering Princeton University Princeton, NJ 08544 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:56 Latent Dirichlet allocation Topic model Probabilistic latent semantic analysis Information retrieval Regression analysis Markov chain Expectation–maximization algorithm N-gram Statistics Statistical natural language processing Natural language processing
120	A STATISTICAL APPROACH FOR TEXT PROCESSING IN VIRTUAL HUMANS Anton Leuski and David Traum Institute for Creative Technologies University of Southern California Marina del Rey, CA, 90292, USA Add to Reading List Source URL: people.ict.usc.edu Language: English - Date: 2010-04-20 15:47:11 Statistics Statistical natural language processing Natural language processing Natural language generation Frame language Knowledge representation Probabilistic latent semantic analysis Parsing Language model Science Linguistics Computational linguistics

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