Nonnegative Matrix Factorization Regularized with Trust Relationships for Solving Cold-Start Problem in Recommender Systems

Electrical Engineering (ICEE), Iranian Conference on ◽

10.1109/icee.2018.8472682 ◽

2018 ◽

Author(s):

Hashem Parvin ◽

Parham Moradi ◽

Shahrokh Esmaeili

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Trust Relationships ◽

Cold Start Problem

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Active Learning with Bayesian Nonnegative Matrix Factorization for Recommender Systems

2019 27th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2019.8806327 ◽

2019 ◽

Author(s):

Gonul Ayci ◽

Abdullatif Koksal ◽

M. Melih Mutlu ◽

Burak Suyunu ◽

A. Taylan Cemgil

Keyword(s):

Active Learning ◽

Recommender Systems ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems

2017 25th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2017.7960695 ◽

2017 ◽

Author(s):

Mine Oggretir ◽

Ali Taylan Cemgil

Keyword(s):

Deep Learning ◽

Recommender Systems ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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Identifying representative users in matrix factorization-based recommender systems: application to solving the content-less new item cold-start problem

Journal of Intelligent Information Systems ◽

10.1007/s10844-016-0418-3 ◽

2016 ◽

Vol 48 (2) ◽

pp. 365-397 ◽

Author(s):

Marharyta Aleksandrova ◽

Armelle Brun ◽

Anne Boyer ◽

Oleg Chertov

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

New Item ◽

Cold Start Problem

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Application of nonnegative matrix factorization in recommender systems

6th International Symposium on Telecommunications (IST) ◽

10.1109/istel.2012.6483108 ◽

2012 ◽

Author(s):

Mehdi Hosseinzadeh Aghdam ◽

Morteza Analoui ◽

Peyman Kabiri

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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Adaptive nonnegative matrix factorization and measure comparisons for recommender systems

Applied Mathematics and Computation ◽

10.1016/j.amc.2019.01.047 ◽

2019 ◽

Vol 354 ◽

pp. 164-179 ◽

Author(s):

Gianna M. Del Corso ◽

Francesco Romani

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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CFMT: a collaborative filtering approach based on the nonnegative matrix factorization technique and trust relationships

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-021-03368-6 ◽

2021 ◽

Author(s):

Navid khaledian ◽

Farhad Mardukhi

Keyword(s):

Collaborative Filtering ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Trust Relationships ◽

Factorization Technique ◽

Matrix Factorization Technique ◽

Filtering Approach

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287756 ◽

2021 ◽

Author(s):

Xiulin Wang ◽

Wenya Liu ◽

Fengyu Cong ◽

Tapani Ristaniemi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Regularization

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A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

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