OlapGN: A multi-layered graph convolution network-based model for locating influential nodes in graph networks

Explainable AI in big data intelligence of community detection for digitalization e-healthcare services

(2023) Arun Kumar Sangaiah et al.   APPLIED SOFT COMPUTING

A novel measure to identify influential nodes: Return Random Walk Gravity Centrality

(2023) Manuel Curado et al.   INFORMATION SCIENCES

Roman Urdu Hate Speech Detection Using Transformer-Based Model for Cyber Security Applications

(2023) Muhammad Bilal et al.   SENSORS

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

(2022) Yang Ou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Influence maximization in social networks using transfer learning via graph-based LSTM

(2022) Sanjay Kumar et al.   EXPERT SYSTEMS WITH APPLICATIONS

FIP: A fast overlapping community-based influence maximization algorithm using probability coefficient of global diffusion in social networks

(2022) Asgarali Bouyer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Overlapping community detection with adaptive density peaks clustering and iterative partition strategy

(2022) Yunyun Niu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Influential Nodes Identification in Complex Networks via Information Entropy

(2020) Chungu Guo et al.   Entropy

Identifying critical nodes in complex networks via graph convolutional networks

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

A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices

(2020) Ye Yuan et al.   IEEE Transactions on Big Data

A decomposition-based ant colony optimization algorithm for the multi-objective community detection

(2019) Ping Ji et al.   Journal of Ambient Intelligence and Humanized Computing

Generalized network dismantling

(2019) Xiao-Long Ren et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Identifying influential spreaders in complex networks by propagation probability dynamics

(2019) Duan-Bing Chen et al.   CHAOS

Community detection and influential node identification in complex networks using mathematical programming

(2019) Sharan Srinivas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Analysis of Online Social Network Connections for Identification of Influential Users

(2018) Mohammed Ali Al-Garadi et al.   ACM COMPUTING SURVEYS

An efficient multilevel scheme for coarsening large scale social networks

(2018) Delel Rhouma et al.   APPLIED INTELLIGENCE

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

Networking for Big Data: A Survey

(2017) Shui Yu et al.   IEEE Communications Surveys and Tutorials

Social Influence Analysis in Social Networking Big Data: Opportunities and Challenges

(2017) Sancheng Peng et al.   IEEE NETWORK

Ranking in evolving complex networks

(2017) Hao Liao et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Identification of multi-spreader users in social networks for viral marketing

(2016) Amir Sheikhahmadi et al.   JOURNAL OF INFORMATION SCIENCE

Vital nodes identification in complex networks

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

Detecting spammers on social networks

(2015) Xianghan Zheng et al.   NEUROCOMPUTING

Identifying effective multiple spreaders by coloring complex networks

(2015) Xiang-Yu Zhao et al.   EPL

Discovering social circles in ego networks

(2014) Julian Mcauley et al.   ACM Transactions on Knowledge Discovery from Data

Structure and Overlaps of Ground-Truth Communities in Networks

(2014) Jaewon Yang et al.   ACM Transactions on Intelligent Systems and Technology

Community Detection in Scale-Free Networks: Approximation Algorithms for Maximizing Modularity

(2013) Thang N. Dinh et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Identifying Influential Nodes in Large-Scale Directed Networks: The Role of Clustering

(2013) Duan-Bing Chen et al.   PLoS One

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

On Modularity Clustering

(2008) U. Brandes et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Fast unfolding of communities in large networks

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

Clustering coefficient and community structure of bipartite networks

(2008) Peng Zhang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS