Statistical natural language processing

Results: 1681



#Item
551Categorical data / Probabilistic latent semantic analysis / Statistical natural language processing / Discriminative model / Support vector machine / Expectation–maximization algorithm / Kullback–Leibler divergence / Kernel / Pattern recognition / Statistics / Machine learning / Statistical classification

Proceedings of 2010 IEEE 17th International Conference on Image Processing September 26-29, 2010, Hong Kong COMBINING FREE ENERGY SCORE SPACES WITH INFORMATION THEORETIC KERNELS: APPLICATION TO SCENE CLASSIFICATION

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:00
552Microarrays / Categorical data / Probabilistic latent semantic analysis / Latent Dirichlet allocation / Natural language processing / Bioinformatics / Topic model / Document-term matrix / DNA microarray / Statistics / Statistical natural language processing / Machine learning

Expression Microarray Classification using Topic Models

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:01
553Latent Dirichlet allocation / Dynamic topic model / Variational Bayesian methods / Topic model / Hidden Markov model / Calculus of variations / Mixture model / Bayesian inference / Dirichlet process / Statistics / Statistical natural language processing / Bayesian statistics

Online Variational Inference for the Hierarchical Dirichlet Process Chong Wang John Paisley David M. Blei Computer Science Department, Princeton University

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
554Statistical inference / Statistical theory / Variational Bayesian methods / Latent Dirichlet allocation / Gamma distribution / Dirichlet process / Mixture model / Normal distribution / Gamma function / Statistics / Bayesian statistics / Statistical natural language processing

The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling John Paisley, Chong Wang and David Blei Department of Computer Science, Princeton University {jpaisley,chongw,blei}@princeton.edu

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:22
555Centralized computing / Writing / Technical communication / Web 2.0 / Collaboration / Subject / Latent Dirichlet allocation / Google Docs / Topic model / Computing / Software / Statistical natural language processing

Analysis of Collaborative Writing Processes Using Revision Maps and Probabilistic Topic Models Vilaythong Southavilay*, Kalina Yacef*, Peter Reimann+, Rafael A. Calvo^ * School of Information Technologies

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Source URL: sydney.edu.au

Language: English - Date: 2013-02-21 12:56:43
556Statistics / Markov models / Dynamic topic model / Information retrieval / Latent Dirichlet allocation / Natural language processing / Topic model / N-gram / Refer / Statistical natural language processing / Information science / Science

A Language-based Approach to Measuring Scholarly Impact Sean M. Gerrish SGERRISH @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
557Artificial intelligence / Statistics / Machine learning / Statistical classification / Information retrieval / Music information retrieval / Speech recognition / Computational learning theory / Support vector machine / Science / Computational linguistics / Natural language processing

AUTOMATIC RECORD REVIEWS Brian Whitman MIT Media Lab Music Mind and Machine Group Daniel P.W. Ellis

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Source URL: alumni.media.mit.edu

Language: English - Date: 2005-08-15 22:29:10
558Probability and statistics / Topic model / Latent Dirichlet allocation / Regression analysis / N-gram / Dynamic topic model / Statistical natural language processing / Statistics / Science

The Inverse Regression Topic Model Maxim Rabinovich† MR 608@ CAM . AC . UK Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ David M. Blei

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:22
559Bayesian statistics / Latent Dirichlet allocation / Bayesian networks / Graphical models / Statistical models / Plate notation / Topic model / Mixture model / Dirichlet distribution / Statistics / Probability and statistics / Statistical natural language processing

TOPIC MODELS DAVID M. BLEI PRINCETON UNIVERSITY JOHN D. LAFFERTY CARNEGIE MELLON UNIVERSITY

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:20
560Expectation–maximization algorithm / Topic model / Probabilistic latent semantic analysis / Mixture model / Dirichlet distribution / Latent semantic analysis / Statistics / Statistical natural language processing / Latent Dirichlet allocation

Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray Alessandro Perina1 , Pietro Lovato1 , Vittorio Murino1,2 , and Manuele Bicego1,2, 2

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:01
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