TrustDL: Use of trust-based dictionary learning to facilitate recommendation in social networks

Combining Sparse Approximate Factorizations with Mixed-precision Iterative Refinement

(2023) Patrick Amestoy et al.   ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

Scalable and Data-Independent Multi-Agent Recommender System Using Social Networks Analysis

(2023) Amin Nazari et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Collaborative filtering recommender systems taxonomy

(2022) Harris Papadakis et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Handling data sparsity via item metadata embedding into deep collaborative recommender system

(2022) Gopal Behera et al.   Journal of King Saud University-Computer and Information Sciences

Period-assisted adaptive parameterized wavelet dictionary and its sparse representation for periodic transient features of rolling bearing faults

(2022) Jimeng Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structured discriminant analysis dictionary learning for pattern classification

(2021) Haishun Du et al.   KNOWLEDGE-BASED SYSTEMS

Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends

(2021) Saman Forouzandeh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A network-based sparse and multi-manifold regularized multiple non-negative matrix factorization for multi-view clustering

(2021) Lihua Zhou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Sketched Stochastic Dictionary Learning for large‐scale data and application to high‐throughput mass spectrometry

(2021) Olga Permiakova et al.   Statistical Analysis and Data Mining

Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach

(2021) Sajad Ahmadian et al.   EXPERT SYSTEMS WITH APPLICATIONS

Trust-aware recommendation based on heterogeneous multi-relational graphs fusion

(2021) Jie Guo et al.   Information Fusion

Application of hybrid metaheuristic with perturbation-based K-nearest neighbors algorithm and densest imputation to collaborative filtering in recommender systems

(2021) R.J. Kuo et al.   INFORMATION SCIENCES

Evolving context-aware recommender systems with users in mind

(2021) Amit Livne et al.   EXPERT SYSTEMS WITH APPLICATIONS

Alleviating the data sparsity problem of recommender systems by clustering nodes in bipartite networks

(2020) Fuguo Zhang 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

TSCMF: Temporal and social collective matrix factorization model for recommender systems

(2020) Hamidreza Tahmasbi et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Simultaneous incremental matrix factorization for streaming recommender systems

(2020) Martin Jakomin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Matrix factorization based Bayesian network embedding for efficient probabilistic inferences

(2020) Zhiwei Qi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modeling user rating preference behavior to improve the performance of the collaborative filtering based recommender systems

(2019) Mubbashir Ayub et al.   PLoS One

Flexible Manifold Learning With Optimal Graph for Image and Video Representation

(2018) Wei Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An Optimized trust model integrated with linear features for cyber-enabled recommendation services

(2018) Weimin Li et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Two collaborative filtering recommender systems based on sparse dictionary coding

(2018) Ismail Emre Kartoglu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Sparse latent model with dual graph regularization for collaborative filtering

(2018) Xiaodong Feng et al.   NEUROCOMPUTING

A trust-based recommendation method using network diffusion processes

(2018) Ling-Jiao Chen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

TCFACO: Trust-aware collaborative filtering method based on ant colony optimization

(2018) Hashem Parvin et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2018) Hao Li et al.   INFORMATION SCIENCES

Image reconstruction by domain-transform manifold learning

(2018) Bo Zhu et al.   NATURE

A scalable and robust trust-based nonnegative matrix factorization recommender using the alternating direction method

(2018) Hashem Parvin et al.   KNOWLEDGE-BASED SYSTEMS

Social Collaborative Filtering by Trust

(2017) Bo Yang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A trust-aware recommendation method based on Pareto dominance and confidence concepts

(2017) Mohammad Mahdi Azadjalal et al.   KNOWLEDGE-BASED SYSTEMS

A genetic algorithm solution to the collaborative filtering problem

(2016) Yilmaz Ar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-Label Dictionary Learning for Image Annotation

(2016) Xiao-Yuan Jing et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Manifold Learning for Latent Variable Inference in Dynamical Systems

(2015) Ronen Talmon et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Social recommendation based on trust and influence in SNS environments

(2015) Weimin Li et al.   MULTIMEDIA TOOLS AND APPLICATIONS

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

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