Probabilistic latent semantic analysis

Results: 166



#Item
51Microarrays / Molecular biology / Bioinformatics / Gene expression / Statistical natural language processing / Probabilistic latent semantic analysis / Gene expression profiling / DNA microarray / Expectation–maximization algorithm / Statistics / Biology / Science

2010 International Conference on Pattern Recognition Biclustering of expression microarray data with topic models Manuele Bicego∗† , Pietro Lovato∗ , Alberto Ferrarini∗ Massimo Delledonne∗ ∗ University of Ve

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:00
52Statistical 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

Continuous Time Dynamic Topic Models Chong Wang Computer Science Dept. Princeton University Princeton, NJ 08540

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
53Artificial 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

Reading Tea Leaves: How Humans Interpret Topic Models Jonathan Chang ∗ Facebook 1601 S California Ave. Palo Alto, CA 94304

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
54Generative model / Hidden Markov model / Speech recognition / Pattern recognition / Lawrence Rabiner / Discriminative model / Naive Bayes classifier / Embedding / Probabilistic latent semantic analysis / Statistics / Machine learning / Probability and statistics

3400 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 51, NO. 6, JUNE 2013 Classification of Seismic Volcanic Signals Using Hidden-Markov-Model-Based

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Source URL: profs.sci.univr.it

Language: English - Date: 2014-05-20 05:48:55
55Categorical 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
56Microarrays / 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
57Expectation–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
58Machine learning / Category theory / Categorical data / Probabilistic latent semantic analysis / Statistical classification / Latent Dirichlet allocation / Generative model / Embedding / Kernel / Statistics / Mathematics / Statistical natural language processing

LNBI[removed]Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:01
59Biology / Machine learning / Microarrays / Formal sciences / Bioinformatics / Probabilistic latent semantic analysis / Generative model / Latent Dirichlet allocation / Topic model / Statistics / Science / Statistical natural language processing

IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, Investigating Topic Models’ Capabilities in Expression Microarray Data Classification Manuele Bicego, Pietro Lovato, Alessandro Perina, Marianna Fasol

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Source URL: profs.sci.univr.it

Language: English - Date: 2013-03-19 09:37:42
60Statistical classification / Generative model / Probabilistic latent semantic analysis / Latent Dirichlet allocation / Pattern recognition / Expectation–maximization algorithm / Supervised learning / Support vector machine / Grid plan / Statistics / Machine learning / Statistical natural language processing

LNCS[removed]Exploiting Geometry in Counting Grids

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Source URL: profs.sci.univr.it

Language: English - Date: 2014-05-20 05:42:59
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