Link prediction for existing links in dynamic networks based on the attraction force

How to predict social relationships — Physics-inspired approach to link prediction

(2019) Akanda Wahid-Ul-Ashraf et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Identifying influential spreaders by gravity model

(2019) Zhe Li et al.   Scientific Reports

Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks

(2018) Ertan Bütün et al.   INFORMATION SCIENCES

Combining contextual, temporal and topological information for unsupervised link prediction in social networks

(2018) Carlos Pedro Muniz et al.   KNOWLEDGE-BASED SYSTEMS

Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks

(2018) Xiaoke Ma et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A new similarity measure for link prediction based on local structures in social networks

(2018) Farshad Aghabozorgi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A comprehensive comparison of network similarities for link prediction and spurious link elimination

(2018) Peng Zhang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Improving local clustering based top-L link prediction methods via asymmetric link clustering information

(2018) Zhihao Wu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Measure the structure similarity of nodes in complex networks based on relative entropy

(2018) Qi Zhang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Link prediction in complex networks based on the interactions among paths

(2018) Yabing Yao et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Link prediction via matrix completion

(2017) Ratha Pech et al.   EPL

Link prediction in evolving heterogeneous networks using the NARX neural networks

(2017) Alper Ozcan et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Predicting links based on knowledge dissemination in complex network

(2017) Wen Zhou et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Extended resource allocation index for link prediction of complex network

(2017) Shuxin Liu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Temporal link prediction in multi-relational network

(2017) Niladri Sett et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Link predication based on matrix factorization by fusion of multi class organizations of the network

(2017) Pengfei Jiao et al.   Scientific Reports

Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks

(2016) Linhong Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Identifying influential spreaders in complex networks based on gravity formula

(2016) Ling-ling Ma et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Predicting missing links and identifying spurious links via likelihood analysis

(2016) Liming Pan et al.   Scientific Reports

Toward link predictability of complex networks

(2015) Linyuan Lü et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Link prediction in brain networks based on a hierarchical random graph model

(2015) Yanli Yang et al.   TSINGHUA SCIENCE AND TECHNOLOGY

Link Prediction in Complex Networks: A Mutual Information Perspective

(2014) Fei Tan et al.   PLoS One

From link-prediction in brain connectomes and protein interactomes to the local-community-paradigm in complex networks

(2013) Carlo Vittorio Cannistraci et al.   Scientific Reports

Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach

(2012) Xin Li et al.   DECISION SUPPORT SYSTEMS

Temporal networks

(2012) Petter Holme et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Link prediction based on local random walk

(2010) Weiping Liu et al.   EPL

Link prediction in complex networks: A survey

(2010) Linyuan Lü et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Predicting missing links via local information

(2009) Tao Zhou et al.   EUROPEAN PHYSICAL JOURNAL B

Similarity index based on local paths for link prediction of complex networks

(2009) Linyuan Lü et al.   PHYSICAL REVIEW E

Missing and spurious interactions and the reconstruction of complex networks

(2009) Roger Guimerà et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hierarchical structure and the prediction of missing links in networks

(2008) Aaron Clauset et al.   NATURE