Explainable recommendations with nonnegative matrix factorization

A novel constrained non-negative matrix factorization method based on users and items pairwise relationship for recommender systems

(2022) Mehdi Hosseinzadeh Aghdam   EXPERT SYSTEMS WITH APPLICATIONS

On Deep Neural Network for Trust Aware Cross Domain Recommendations in E-commerce

(2021) Adeel Ahmed et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey of attack detection approaches in collaborative filtering recommender systems

(2020) Fatemeh Rezaimehr et al.   ARTIFICIAL INTELLIGENCE REVIEW

Personalized recommendation of film and television culture based on an intelligent classification algorithm

(2019) Hongyan Cong   Personal and Ubiquitous Computing

Enriching Non-negative Matrix Factorization with Contextual Embeddings for Recommender Systems

(2019) Zafran Khan et al.   NEUROCOMPUTING

Robust nonnegative matrix factorization with local coordinate constraint for image clustering

(2019) Siyuan Peng et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Graph Regularized Nonnegative Matrix Factorization with Sample Diversity for Image Representation

(2018) Changpeng Wang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An efficient manifold regularized sparse non-negative matrix factorization model for large-scale recommender systems on GPUs

(2018) Hao Li et al.   INFORMATION SCIENCES

A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model

(2016) Antonio Hernando et al.   KNOWLEDGE-BASED SYSTEMS

NMFE-SSCC: Non-negative matrix factorization ensemble for semi-supervised collective classification

(2015) Qingyao Wu et al.   KNOWLEDGE-BASED SYSTEMS

An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems

(2014) Xin Luo et al.   IEEE Transactions on Industrial Informatics

Personalized Recommendation Combining User Interest and Social Circle

(2013) Xueming Qian et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations

(2010) Seok Kee Lee et al.   INFORMATION SCIENCES

Matrix Factorization Techniques for Recommender Systems

(2009) Yehuda Koren et al.   COMPUTER

FastNMF: highly efficient monotonic fixed-point nonnegative matrix factorization algorithm with good applicability

(2009) Le Li   JOURNAL OF ELECTRONIC IMAGING

Collaborative filtering adapted to recommender systems of e-learning

(2009) J. Bobadilla et al.   KNOWLEDGE-BASED SYSTEMS