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Non-negative matrix factorization
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31	GEOPHYSICAL RESEARCH LETTERS, VOL. 33, LXXXXX, doi:2005GL025546, Global Mapping Function (GMF): A new empirical mapping function based on numerical weather model data Add to Reading List Source URL: www.haystack.edu Language: English - Date: 2006-06-07 11:27:56 Geodesy Linear algebra Matrix theory Non-negative matrix factorization Global Positioning System Radiosonde Atmospheric model Very-long-baseline interferometry Mapping Meteorology Map
32	Leveraging Social Context for Modeling Topic Evolution Janani Kalyanam Amin Mantrach Univ. of California, San Diego Add to Reading List Source URL: acsweb.ucsd.edu Language: English - Date: 2015-06-08 14:56:53 Statistical natural language processing Hashtag Latent Dirichlet allocation Topic model Dynamic topic model Twitter Probabilistic latent semantic analysis Deep learning Non-negative matrix factorization Topic and comment
33	Interactive Constrained Boolean Matrix Factorization Nelson Mukuze PauIi Miettinen Max-Planck-Institut für Informatik Add to Reading List Source URL: poloclub.gatech.edu Language: English - Date: 2016-07-22 15:05:21 Matrix theory Multivariate statistics Numerical linear algebra Matrix Factorization Algorithm Non-negative matrix factorization Principal component analysis
34	Browser-Oriented Universal Cross-Site Recommendation and Explanation based on User Browsing Logs Yongfeng Zhang Department of Computer Science and Technology Tsinghua University, Beijing, 100084, China Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-12-28 22:59:24 Recommender systems Humancomputer interaction Collective intelligence Collaboration Collaborative filtering Non-negative matrix factorization Personalization World Wide Web Session Item-item collaborative filtering Cold start
35	Incorporating Phrase-level Sentiment Analysis on Textual Reviews for Personalized Recommendation Yongfeng Zhang State Key Laboratory of Intelligent Technology and Systems Department of Computer Science and Technology Tsi Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-12-28 22:53:24 Recommender systems Collective intelligence Natural language processing Humancomputer interaction Collaborative filtering Cold start Non-negative matrix factorization User review Personalization Sentiment analysis Text mining Star
36	SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering Han Zhao† , Pascal Poupart† , Yongfeng Zhang§ and Martin Lysy‡ † David R. Cheriton School of Computer Science, University of Waterloo, Canada D Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-03-02 08:17:50 Multivariate statistics Linear algebra Matrix theory Non-negative matrix factorization Cluster analysis Spectral clustering K-means clustering Document clustering Pattern recognition Expectationmaximization algorithm Determining the number of clusters in a data set Hierarchical clustering
37	A General Collaborative Filtering Framework based on Matrix Bordered Block Diagonal Forms Yongfeng Zhang, Min Zhang, Yiqun Liu, Shaoping Ma State Key Laboratory of Intelligent Technology and Systems Department of Compute Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-03-02 08:17:50 Recommender systems Matrix theory Linear algebra Sparse matrices Multivariate statistics Non-negative matrix factorization Collaborative filtering GroupLens Research MovieLens Singular value decomposition Graph partition Matrix decomposition
38	LEARNING A FEATURE SPACE FOR SIMILARITY IN WORLD MUSIC Maria Panteli, Emmanouil Benetos, Simon Dixon Centre for Digital Music, Queen Mary University of London, United Kingdom {m.panteli, emmanouil.benetos, s.e.dixon}@qmu Add to Reading List Source URL: wp.nyu.edu Language: English - Date: 2016-08-16 16:20:29 Multivariate statistics Robust statistics Outlier K-nearest neighbors algorithm RANSAC Mahalanobis distance Non-negative matrix factorization Principal component analysis Linear discriminant analysis Music information retrieval Feature Data analysis
39	Capricorn: An Algorithm for Subtropical Matrix Factorization Sanjar Karaev∗ Abstract Max-times algebra, sometimes known as subtropical algebra, is a semi-ring over the nonnegative real numbers where the addition operat Add to Reading List Source URL: people.mpi-inf.mpg.de Language: English - Date: 2016-02-26 07:28:32 Matrix theory Linear algebra Numerical linear algebra Multivariate statistics Non-negative matrix factorization Matrix Singular value decomposition Rank Block matrix Low-rank approximation
40	Localized Matrix Factorization for Recommendation based on Matrix Block Diagonal Forms Yongfeng Zhang, Min Zhang, Yiqun Liu, Shaoping Ma, Shi Feng Tsinghua University, Beijing, China Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-03-02 08:17:50 Sparse matrices Matrix theory Matrices Block matrix Matrix Sparse matrix Non-negative matrix factorization Graph partition

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