A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2019.2928518 ◽

2020 ◽

Vol 28 (9) ◽

pp. 1971-1983 ◽

Author(s):

Lihua Zhang ◽

Shihua Zhang

Keyword(s):

Data Integration ◽

Matrix Factorization ◽

Joint Matrix Factorization

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Joint Matrix Factorization and Manifold-Ranking for Topic-Focused Multi-Document Summarization

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15 ◽

10.1145/2766462.2767765 ◽

2015 ◽

Author(s):

Jiwei Tan ◽

Xiaojun Wan ◽

Jianguo Xiao

Keyword(s):

Matrix Factorization ◽

Manifold Ranking ◽

Document Summarization ◽

Joint Matrix Factorization

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A Joint Matrix Factorization Approach to Unsupervised Action Categorization

2008 Eighth IEEE International Conference on Data Mining ◽

10.1109/icdm.2008.59 ◽

2008 ◽

Author(s):

Peng Cui ◽

Fei Wang ◽

Li-Feng Sun ◽

Shi-Qiang Yang

Keyword(s):

Matrix Factorization ◽

Factorization Approach ◽

Joint Matrix Factorization ◽

Action Categorization

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Machine Learning for Data Integration in Cancer Precision Medicine: Matrix Factorization Approaches

Analyzing Network Data in Biology and Medicine ◽

10.1017/9781108377706.008 ◽

2019 ◽

pp. 286-312

Keyword(s):

Machine Learning ◽

Data Integration ◽

Precision Medicine ◽

Matrix Factorization

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ImWalkMF: Joint matrix factorization and implicit walk integrative learning for recommendation

2017 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2017.8258001 ◽

2017 ◽

Author(s):

Chuxu Zhang ◽

Lu Yu ◽

Xiangliang Zhang ◽

Nitesh Chawla

Keyword(s):

Matrix Factorization ◽

Integrative Learning ◽

Joint Matrix Factorization

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Joint Matrix Factorization: A Novel Approach for Recommender System

IEEE Access ◽

10.1109/access.2020.3044046 ◽

2020 ◽

Vol 8 ◽

pp. 224596-224607

Author(s):

Shaolun Sun ◽

Yuetong Xiao ◽

Yue Huang ◽

Sen Zhang ◽

Heng Zheng ◽

...

Keyword(s):

Recommender System ◽

Matrix Factorization ◽

Novel Approach ◽

Joint Matrix Factorization

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Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization

2012 IEEE 12th International Conference on Data Mining ◽

10.1109/icdm.2012.151 ◽

2012 ◽

Author(s):

Liang Ge ◽

Jing Gao ◽

Xiao Yu ◽

Wei Fan ◽

Aidong Zhang

Keyword(s):

Matrix Factorization ◽

Local Information ◽

Joint Matrix Factorization ◽

Information Trustworthiness

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Multi-label crowd consensus via joint matrix factorization

Knowledge and Information Systems ◽

10.1007/s10115-019-01386-7 ◽

2019 ◽

Vol 62 (4) ◽

pp. 1341-1369

Author(s):

Jinzheng Tu ◽

Guoxian Yu ◽

Carlotta Domeniconi ◽

Jun Wang ◽

Guoqiang Xiao ◽

...

Keyword(s):

Matrix Factorization ◽

Joint Matrix Factorization

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Erratum to “A Network and Visual Quality Aware N-Screen Content Recommender System Using Joint Matrix Factorization”

The Scientific World JOURNAL ◽

10.1155/2014/859292 ◽

2014 ◽

Vol 2014 ◽

pp. 1-2

Author(s):

Farman Ullah ◽

Ghulam Sarwar ◽

Sungchang Lee

Keyword(s):

Recommender System ◽

Matrix Factorization ◽

Visual Quality ◽

Screen Content ◽

Joint Matrix Factorization

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Mining Temporal Discriminant Frames via Joint Matrix Factorization: A Case Study of Illegal Immigration in the U.S. News Media

Knowledge Science, Engineering and Management - Lecture Notes in Computer Science ◽

10.1007/978-3-319-99365-2_23 ◽

2018 ◽

pp. 260-267

Author(s):

Qingchun Bai ◽

Kai Wei ◽

Mengwei Chen ◽

Qinmin Hu ◽

Liang He

Keyword(s):

Matrix Factorization ◽

Illegal Immigration ◽

Joint Matrix Factorization ◽

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Tumor subtype identification with weighted sparse non-negative matrix factorization for multiple heterogeneous data integration

2013 IEEE International Conference on Bioinformatics and Biomedicine ◽

10.1109/bibm.2013.6732721 ◽

2013 ◽

Author(s):

Hyunsoo Kim ◽

Jeff Chuang ◽

Markus Bredel

Keyword(s):

Data Integration ◽

Matrix Factorization ◽

Heterogeneous Data ◽

Tumor Subtype ◽

Heterogeneous Data Integration ◽

Subtype Identification ◽

Non Negative Matrix Factorization

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