Identification of spreading influence nodes via multi-level structural attributes based on the graph convolutional network

Best influential spreaders identification using network global structural properties

(2021) Amrita Namtirtha et al.   Scientific Reports

Identification of nodes influence based on global structure model in complex networks

(2021) Aman Ullah et al.   Scientific Reports

Effective utilisation of influence maximization technique for the identification of significant nodes in breast cancer gene networks

(2021) Hrishikesh Bharadwaj Chakrapani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Dynamic multi-period sparse portfolio selection model with asymmetric investors’ sentiments

(2021) Ju Wei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Identifying critical nodes in complex networks via graph convolutional networks

(2020) En-Yu Yu et al.   KNOWLEDGE-BASED SYSTEMS

Networks beyond pairwise interactions: Structure and dynamics

(2020) Federico Battiston et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

A systematic survey on influential spreaders identification in complex networks with a focus on K-shell based techniques

(2020) Giridhar Maji et al.   EXPERT SYSTEMS WITH APPLICATIONS

Top influencers can be identified universally by combining classical centralities

(2020) Doina Bucur   Scientific Reports

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Centrality in modular networks

(2019) Zakariya Ghalmane et al.   EPJ Data Science

Identifying the most influential roads based on traffic correlation networks

(2019) Shengmin Guo et al.   EPJ Data Science

Influence maximization across heterogeneous interconnected networks based on deep learning

(2019) Mohammad Mehdi Keikha et al.   EXPERT SYSTEMS WITH APPLICATIONS

Identifying influential nodes for the networks with community structure

(2019) Zi-Juan Zhao et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Influential spreaders identification in complex networks with improved k-shell hybrid method

(2019) Giridhar Maji et al.   EXPERT SYSTEMS WITH APPLICATIONS

Top Persuader Prediction for Social Networks

(2018) Xiao Fang et al.   MIS QUARTERLY

Community detection via measuring the strength between nodes for dynamic networks

(2018) Kai Yang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Local structure can identify and quantify influential global spreaders in large scale social networks

(2018) Yanqing Hu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Identifying Influential Nodes Based on Community Structure to Speed up the Dissemination of Information in Complex Network

(2018) Muluneh Mekonnen Tulu et al.   IEEE Access

Identifying multiple influential spreaders via local structural similarity

(2017) J.-G. Liu et al.   EPL

CoFIM: A community-based framework for influence maximization on large-scale networks

(2017) Jiaxing Shang et al.   KNOWLEDGE-BASED SYSTEMS

Community structure detection based on the neighbor node degree information

(2016) Li-Ying Tang et al.   INTERNATIONAL JOURNAL OF MODERN PHYSICS C

Identify influential spreaders in complex networks, the role of neighborhood

(2016) Ying Liu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Fast ranking influential nodes in complex networks using a k-shell iteration factor

(2016) Zhixiao Wang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Vital nodes identification in complex networks

(2016) Linyuan Lü et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

A Community-Based Approach to Identifying Influential Spreaders

(2015) Zhiying Zhao et al.   Entropy

Identifying the node spreading influence with largest k -core values

(2014) Jian-Hong Lin et al.   PHYSICS LETTERS A

Identifying influential nodes in complex networks

(2011) Duanbing Chen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Simulated Epidemics in an Empirical Spatiotemporal Network of 50,185 Sexual Contacts

(2011) Luis E. C. Rocha et al.   PLoS Computational Biology

Identification of influential spreaders in complex networks

(2010) Maksim Kitsak et al.   Nature Physics

Detecting community structure in complex networks via node similarity

(2010) Ying Pan et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Fast unfolding of communities in large networks

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