Efficient Probabilistic Latent Semantic Analysis with Sparsity Control

2010 IEEE International Conference on Data Mining ◽

10.1109/icdm.2010.136 ◽

2010 ◽

Cited By ~ 3

Author(s):

Sen Liu ◽

Chaolun Xia ◽

Xiaohong Jiang

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis

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Web clustering based on hybrid probabilistic latent semantic analysis model

Journal of Computer Applications ◽

10.3724/sp.j.1087.2012.03018 ◽

2013 ◽

Vol 32 (11) ◽

pp. 3018-3022 ◽

Cited By ~ 1

Author(s):

Zhi-he WANG ◽

Ling-yun WANG ◽

Hui DANG ◽

Li-na PAN

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Analysis Model ◽

Web Clustering

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Recommendation research based on general content probabilistic latent semantic analysis model

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.01330 ◽

2013 ◽

Vol 33 (5) ◽

pp. 1330-1333 ◽

Cited By ~ 1

Author(s):

Wei ZHANG ◽

Wei HUANG ◽

Limin XIA

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Analysis Model

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Equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '09 ◽

10.1145/1571941.1572069 ◽

2009 ◽

Cited By ~ 2

Author(s):

Wei Peng

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization

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Topic-based Amharic text summarization with probabilistic latent semantic analysis

Proceedings of the International Conference on Management of Emergent Digital EcoSystems - MEDES '12 ◽

10.1145/2457276.2457279 ◽

2012 ◽

Author(s):

Eyob Delele Yirdaw ◽

Dejene Ejigu

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Text Summarization ◽

Probabilistic Latent Semantic Analysis

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Probabilistic latent semantic analysis for broadcast news story segmentation

10.21437/interspeech.2011-376 ◽

2011 ◽

Author(s):

Mimi Lu ◽

Cheung-Chi Leung ◽

Lei Xie ◽

Bin Ma ◽

Haizhou Li

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

News Story ◽

Broadcast News ◽

Story Segmentation ◽

News Story Segmentation

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Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2837150 ◽

2018 ◽

Vol 56 (11) ◽

pp. 6344-6360 ◽

Cited By ~ 11

Author(s):

Ruben Fernandez-Beltran ◽

Antonio Plaza ◽

Javier Plaza ◽

Filiberto Pla

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Hyperspectral Unmixing

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Learning Similarity with Probabilistic Latent Semantic Analysis for Image Retrieval

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2015.04.009 ◽

2015 ◽

Vol 9 (4) ◽

Keyword(s):

Image Retrieval ◽

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis

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Verification of Probabilistic Latent Semantic Analysis Clustering Solution Stability and Proposal of Optimal Initial Values Setting Method

Social Computing and Social Media: Applications in Marketing, Learning, and Health - Lecture Notes in Computer Science ◽

10.1007/978-3-030-77685-5_11 ◽

2021 ◽

pp. 130-146

Author(s):

Shinnosuke Terasawa ◽

Kohei Otake ◽

Takashi Namatame

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Solution Stability ◽

Initial Values

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Fuzzy DA Clustering-Based Improvement of Probabilistic Latent Semantic Analysis

Lecture Notes in Computer Science - Integrated Uncertainty in Knowledge Modelling and Decision Making ◽

10.1007/978-3-319-49046-5_15 ◽

2016 ◽

pp. 175-184

Author(s):

Takafumi Goshima ◽

Katsuhiro Honda ◽

Seiki Ubukata ◽

Akira Notsu

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis

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Concise Representation of Mass Spectrometry Images by Probabilistic Latent Semantic Analysis

Analytical Chemistry ◽

10.1021/ac801303x ◽

2008 ◽

Vol 80 (24) ◽

pp. 9649-9658 ◽

Cited By ~ 82

Author(s):

Michael Hanselmann ◽

Marc Kirchner ◽

Bernhard Y. Renard ◽

Erika R. Amstalden ◽

Kristine Glunde ◽

...

Keyword(s):

Mass Spectrometry ◽

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Concise Representation

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