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

Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data

(2020) Senthilselvan Natarajan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Nonnegative matrix factorization for link prediction in directed complex networks using PageRank and asymmetric link clustering information

(2020) Guangfu Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel tourism recommender system in the context of social commerce

(2020) Leila Esmaeili et al.   EXPERT SYSTEMS WITH APPLICATIONS

Sentiment based matrix factorization with reliability for recommendation

(2019) Rong-Ping Shen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A personal data store approach for recommender systems: enhancing privacy without sacrificing accuracy

(2019) Itzik Mazeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Personalized recommendation by matrix co-factorization with tags and time information

(2018) Ling Luo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A collaborative filtering method for music recommendation using playing coefficients for artists and users

(2016) Diego Sánchez-Moreno et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering

(2016) Xin Luo et al.   IEEE Transactions on Automation Science and Engineering

Collaborative filtering using non-negative matrix factorisation

(2016) Mehdi Hosseinzadeh Aghdam et al.   JOURNAL OF INFORMATION SCIENCE

A column-wise update algorithm for nonnegative matrix factorization in Bregman divergence with an orthogonal constraint

(2016) Keigo Kimura et al.   MACHINE LEARNING

A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method

(2016) Xin Luo et al.   IEEE Transactions on Neural Networks and Learning 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

Two algorithms for orthogonal nonnegative matrix factorization with application to clustering

(2014) Filippo Pompili et al.   NEUROCOMPUTING

An alternating direction algorithm for matrix completion with nonnegative factors

(2012) Yangyang Xu et al.   Frontiers of Mathematics in China

Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering

(2011) Zhaoshui He et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Constrained Nonnegative Matrix Factorization for Image Representation

(2011) Haifeng Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE