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- Probabilistic_latent_semantic_analysis abstract "Probabilistic latent semantic analysis (PLSA), also known as probabilistic latent semantic indexing (PLSI, especially in information retrieval circles) is a statistical technique for the analysis of two-mode and co-occurrence data. In effect, one can derive a low-dimensional representation of the observed variables in terms of their affinity to certain hidden variables, just as in latent semantic analysis, from which PLSA evolved.Compared to standard latent semantic analysis which stems from linear algebra and downsizes the occurrence tables (usually via a singular value decomposition), probabilistic latent semantic analysis is based on a mixture decomposition derived from a latent class model.".
- Probabilistic_latent_semantic_analysis thumbnail Plsi_1.svg?width=300.
- Probabilistic_latent_semantic_analysis wikiPageExternalLink Hofmann-UAI99.pdf.
- Probabilistic_latent_semantic_analysis wikiPageExternalLink researchpLSA.html.
- Probabilistic_latent_semantic_analysis wikiPageID "2088675".
- Probabilistic_latent_semantic_analysis wikiPageLength "7200".
- Probabilistic_latent_semantic_analysis wikiPageOutDegree "32".
- Probabilistic_latent_semantic_analysis wikiPageRevisionID "670683846".
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Aspect_model.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Bioinformatics.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Category:Categorical_data.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Category:Language_modeling.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Category:Latent_variable_models.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Category:Statistical_natural_language_processing.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Compound_term_processing.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Dirichlet_distribution.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Expectation–maximization_algorithm.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Fisher_kernel.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Gene_ontology.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Information_filtering_system.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Information_retrieval.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Latent_Dirichlet_allocation.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Latent_class_model.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Latent_semantic_analysis.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Linear_algebra.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Machine_learning.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Multinomial_distribution.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Natural_language_processing.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Non-negative_matrix_factorization.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Overfitting.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Pachinko_allocation.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Singular_value_decomposition.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Statistical_hypothesis_testing.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Thomas_Hofmann.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink Vector_space_model.
- Probabilistic_latent_semantic_analysis wikiPageWikiLink File:Plsi_1.svg.
- Probabilistic_latent_semantic_analysis wikiPageWikiLinkText "Probabilistic latent semantic analysis".
- Probabilistic_latent_semantic_analysis wikiPageWikiLinkText "probabilistic latent semantic analysis".
- Probabilistic_latent_semantic_analysis wikiPageUsesTemplate Template:Reflist.
- Probabilistic_latent_semantic_analysis subject Category:Categorical_data.
- Probabilistic_latent_semantic_analysis subject Category:Language_modeling.
- Probabilistic_latent_semantic_analysis subject Category:Latent_variable_models.
- Probabilistic_latent_semantic_analysis subject Category:Statistical_natural_language_processing.
- Probabilistic_latent_semantic_analysis hypernym Technique.
- Probabilistic_latent_semantic_analysis type Model.
- Probabilistic_latent_semantic_analysis type TopicalConcept.
- Probabilistic_latent_semantic_analysis type Type.
- Probabilistic_latent_semantic_analysis type Datum.
- Probabilistic_latent_semantic_analysis type Field.
- Probabilistic_latent_semantic_analysis type Model.
- Probabilistic_latent_semantic_analysis type Type.
- Probabilistic_latent_semantic_analysis type Variable.
- Probabilistic_latent_semantic_analysis comment "Probabilistic latent semantic analysis (PLSA), also known as probabilistic latent semantic indexing (PLSI, especially in information retrieval circles) is a statistical technique for the analysis of two-mode and co-occurrence data.".
- Probabilistic_latent_semantic_analysis label "Probabilistic latent semantic analysis".
- Probabilistic_latent_semantic_analysis sameAs Q2845258.
- Probabilistic_latent_semantic_analysis sameAs آنالیز_پنهان_مفهومی_احتمالی.
- Probabilistic_latent_semantic_analysis sameAs Analyse_sémantique_latente_probabiliste.
- Probabilistic_latent_semantic_analysis sameAs m.06lcmw.
- Probabilistic_latent_semantic_analysis sameAs Вероятностный_латентно-семантический_анализ.
- Probabilistic_latent_semantic_analysis sameAs Q2845258.
- Probabilistic_latent_semantic_analysis wasDerivedFrom Probabilistic_latent_semantic_analysis?oldid=670683846.
- Probabilistic_latent_semantic_analysis depiction Plsi_1.svg.
- Probabilistic_latent_semantic_analysis isPrimaryTopicOf Probabilistic_latent_semantic_analysis.
