Temporal Link Prediction: A Survey

Link prediction via linear optimization

(2019) Ratha Pech et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

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 novel multilayer model for missing link prediction and future link forecasting in dynamic complex networks

(2018) Yasser Yasami et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Deep Dynamic Network Embedding for Link Prediction

(2018) Taisong Li et al.   IEEE Access

Deep Learning for Link Prediction in Dynamic Networks Using Weak Estimators

(2018) Carter Chiu et al.   IEEE Access

Link prediction via matrix completion

(2017) Ratha Pech et al.   EPL

Efficient incremental dynamic link prediction algorithms in social network

(2017) Zhongbao Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability

(2017) Xiaoke Ma et al.   PATTERN RECOGNITION

Link Prediction in Evolving Networks Based on Popularity of Nodes

(2017) Tong Wang 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

An efficient algorithm for link prediction in temporal uncertain social networks

(2016) Nahla Mohamed Ahmed et al.   INFORMATION SCIENCES

Sampling-based algorithm for link prediction in temporal networks

(2016) Nahla Mohamed Ahmed et al.   INFORMATION SCIENCES

Link prediction based on temporal similarity metrics using continuous action set learning automata

(2016) Behnaz Moradabadi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Link prediction using time series of neighborhood-based node similarity scores

(2015) İsmail Güneş et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Toward link predictability of complex networks

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

Measuring multiple evolution mechanisms of complex networks

(2015) Qian-Ming Zhang et al.   Scientific Reports

Link prediction in dynamic social networks by integrating different types of information

(2014) Nahla Mohamed Ahmed Ibrahim et al.   APPLIED INTELLIGENCE

Nonparametric link prediction in large scale dynamic networks

(2014) Purnamrita Sarkar et al.   Electronic Journal of Statistics

An evolutionary algorithm approach to link prediction in dynamic social networks

(2014) Catherine A. Bliss et al.   Journal of Computational Science

Proximity measures for link prediction based on temporal events

(2013) Paulo R.S. Soares et al.   EXPERT SYSTEMS WITH APPLICATIONS

The Algorithm of Link Prediction on Social Network

(2013) Liyan Dong et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Evaluating network models: A likelihood analysis

(2012) Wen-Qiang Wang et al.   EPL

Uncovering missing links with cold ends

(2012) Yu-Xiao Zhu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Recommender systems

(2012) Linyuan Lü et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Temporal networks

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

Link prediction based on a semi-local similarity index

(2011) Meng Bai et al.   Chinese Physics B

Spectral Regression with Low-Rank Approximation for Dynamic Graph Link Prediction

(2011) chunsheng fang et al.   IEEE INTELLIGENT SYSTEMS

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

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Hierarchical structure and the prediction of missing links in networks

(2008) Aaron Clauset et al.   NATURE

Temporal graphs

(2008) Vassilis Kostakos   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Communicability in complex networks

(2008) Ernesto Estrada et al.   PHYSICAL REVIEW E