Complex Networks Tutorials Social & Complex Network Analysis Survey & Review Papers Complex Networks: a Mini-review Social Network Analysis: An Overview Vital nodes identification in complex networks Analysis of Online Social Network Connections for Identification of Influential Users: Survey and Open Research Issues Applications of link prediction in social networks: A review Minimizing the spread of misinformation in online social networks: A survey Network Community Detection: A Review and Visual Survey Ranking in evolving complex networks Big networks: A survey Twenty Years of Network Science: A Bibliographic and Co-Authorship Network science of biological systems at different scales: A review The Critical Node Detection Problem in networks: A survey Progresses and challenges in link prediction Minimizing the spread of misinformation in online social networks: A survey Network Structure Inference, A Survey: Motivations,Methods, and Applications A Survey on Trust Prediction in Online Social Networks A comprehensive survey of edge prediction in social networks: Techniques, parameters and challenges A survey of tools for social network analysis Study on centrality measures in social networks: a survey Complex Brain Network Analysis and Its Applications to Brain Disorders: A Survey Motif discovery in networks: A survey Review Motif discovery algorithms in static and temporal networks: A survey Grasping frequent subgraph mining for bioinformatics applications Methods for generating complex networks with selected structural properties for simulations: a review and tutorial for neuroscientists Link and Node Removal in Real Social Networks: A Review Social Networks as an Approach to Systematic review Link prediction techniques, applications, and performance: A survey Semantic analysis on social networks: A survey Characterization of complex networks: A survey of measurements Evolutionary Computation in Social Propagation over Complex Networks: A Survey A Survey on the Role of Centrality as Seed Nodes for Information Propagation in Large Scale Network A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability Review on Social Network Trust With Respect To Big Data Analytics A Survey of Link Prediction in Complex Networks Seven-Layer Model in Complex Networks Link Prediction: A Survey Social Network Analysis Visualization Tools: A Comparative Review A Review on Social Network Analysis Methods and Algorithms Social network extraction based on Web: A Review about Supervised Methods A Survey of Online Social Networks: Challenges and Opportunities Knowledge Graph Mining: A Survey of Methods, Approaches, and Applications Community Detection in Social Networks: Literature Review Centrality Measures in Complex Networks: A Survey Temporal Knowledge Graph Completion: A Survey A Survey on Machine Learning Methodologies in Social Network Analysis Survey on Social Networks Data Analysis Social Network Analysis: A Survey on Measure, Structure, Language Information Analysis, Privacy, and Applications A survey of Big Data dimensions vs Social Networks analysis Study on centrality measures in social networks: a survey Using social network analysis to complete literature reviews: a new systematic approach for independent researchers to detect and interpret prominent research programs within large collections of relevant literature A Systematic Review on Social Network Analysis: Tools, Algorithms and Frameworks A Review of the Research Progress of Social Network Structure A Survey on Studying the Social Networks of Students The use of social network analysis in social support and care: a systematic scoping review protocol Community Detection in Complex Networks: A Survey on Local Approaches A review of “Random graphs and complex networks” by Hofstad Introduction to the modeling and analysis of complex systems: a review Complex brain networks: graph theoretical analysis of structural and functional systems Application of Graph Theory for Identifying Connectivity Patterns in Human Brain Networks: A Systematic Review A Survey on Hyperlink Prediction A paradigm shift in medicine: A comprehensive review of network-based approaches Community Discovery in Dynamic Networks: a Survey Graph Metrics for Network Robustness—A Survey Graph Vulnerability and Robustness: A Survey A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning Social Network Analysis and Mining: Privacy and Security on Twitter Vital nodes identification in complex networks Centrality Measures in Complex Networks: A Survey A review of definitions and measures of system resilience A Literature Review of Network Models in Neuroscience Engineering Emergence: A Survey on Control in the World of Complex Networks Deep Learning on Graphs: A Survey A Survey on Community Detection Algorithm and Its Applications A Survey on Subgraph Counting: Concepts, Algorithms and Applications to Network Motifs and Graphlets The Study of Psychopathology from the Network Analysis Perspective: A Systematic Review Evolutionary Network Analysis: A Survey Graph partitioning and visualization in graph mining: a survey A Critical Survey of the Multilevel Method in Complex Networks Modularity in Biological Networks Graph Theory: A Comprehensive Survey about Graph Theory Applications in Computer Science and Social Networks Cyberbullying Detection in Social Networks: A Survey Nature inspired link prediction and community detection algorithms for social networks: a survey Graph neural networks: A review of methods and applications Statistical Network Analysis: A Review with Applications to the Coronavirus Disease 2019 Pandemic Community detection in node-attributed social networks: a survey A Review of Graph and Network Complexity from an Algorithmic Information Perspective A Review on Graph Theory in Network and Artificial Intelligence Graph Neural Networks: a bibliometrics overview A Comprehensive Survey on Community Detection with Deep Learning A Literature Review of Social Network Analysis in Epidemic Prevention and Control Value of social network analysis for developing and evaluating complex healthcare interventions: a scoping review Engineering Emergence: A Survey on Control in the World of Complex Networks Social Network Analysis in Software Development Projects: A Systematic Literature Review Graph Neural Networks Designed for Different Graph Types: A Survey Link Prediction in Dynamic Social Networks: A Literature Review Graph Neural Networks in IoT: A Survey Privacy issues in social networks and analysis: a comprehensive survey Survey of Graph Neural Networks and Applications Covert Network Construction, Disruption, and Resilience: A Survey Linking Network Characteristics of Online Social Networks to Individual Health: A Systematic Review of Literature Survey on graph embeddings and their applications to machine learning problems on graphs Opinion leader detection: A methodological review Survey on Graph Neural Network Acceleration: An Algorithmic Perspective A Critical Review of Centrality Measures in Social Networks A review on community structures detection in time evolving social networks Link Prediction on Complex Networks: An Experimental Survey A Survey on Network Embedding A systematic survey of centrality measures for protein-protein interaction networks Network analysis with biological data of cancer patients: A scoping review Network Representation Learning: A Survey Temporal Link Prediction: A Unified Framework, Taxonomy, and Review Social Network Analysis Visualization Tools: A Comparative Review A Survey on Information Diffusion in Online Social Networks: Models and Methods Community detection in node-attributed social networks: A survey Social networks and information retrieval, how are they converging? A survey, a taxonomy and an analysis of social information retrieval approaches and platforms Complex-network-based traffic network analysis and dynamics: A comprehensive review Graph mining: A survey of graph mining techniques Metrics for Community Analysis: A Survey Graph Computing Systems and Partitioning Techniques: A Survey A Survey on Network Embedding A survey of heterogeneous information network analysis Community detection in networks: A multidisciplinary review Tensor decomposition for analysing time-evolving social networks: an overview Bipartite graphs in systems biology and medicine: a survey of methods and applications The network approach to psychopathology: a review of the literature 2008–2018 and an agenda for future research Critical Review of Social Network Analysis Applications in Complex Project Management Graph neural networks for affective social media: A comprehensive overview Graph Theoretical Analysis of Brain Network Characteristics in Brain Tumor Patients: A Systematic Review A Review of Complex Systems Approaches to Cancer Networks Social network analysis of open source software: A review and categorisation Blockchain Network Analysis: A Comparative Study of Decentralized Banks? Survey of Attack Graph Analysis Methods from the Perspective of Data and Knowledge Processing Graph Learning: A Survey A Taxonomy and Survey of Dynamic Graph Visualization Using social network analysis to examine alcohol use among adults: A systematic review Graph analysis to survey data: a first approximation Social network analysis in operations and supply chain management: a review and revised research agenda Recommending on Graphs: A Comprehensive Review from Data Perspective Graph representation learning in bioinformatics: trends, methods and applications Graph neural networks: A review of methods and applications A systematic review of network analysis studies in eating disorders: Is time to broaden the core psychopathology to non specific symptoms Statistical Network Analysis: A Review with Applications to the Coronavirus Disease 2019 Pandemic A survey on graph-based methods for similarity searches in metric spaces Social Network Theory in Construction Industry: A Scientometric Review Graph Learning Approaches to Recommender Systems: A Review Knowledge Graphs: A Practical Review of the Research Landscape Taxonomy of Link Prediction for Social Network Analysis: A Review Knowledge graph and knowledge reasoning: A systematic review A Mini review of Node Centrality Metrics in Biological Networks A Review of Some Techniques for Inclusion of Domain-Knowledge into Deep Neural Networks Information Diffusion Model in Twitter: A Systematic Literature Review Data Analysis in Social Networks for Agribusiness: A Systematic Review Credit risk and financial integration: An application of network analysis Multi-Agent Systems and Complex Networks: Review and Applications in Systems Engineering A Review of Knowledge Graph Completion A Review of Relational Machine Learning for Knowledge Graphs Network Analysis as a Computational Technique and Its Benefaction for Predictive Analysis of Healthcare Data: A Systematic Review Graph Signal Processing, Graph Neural Network and Graph Learning on Biological Data: A Systematic Review Community Detection Algorithms in Healthcare Applications: A Systematic Review A review: Knowledge reasoning over knowledge graph Fraud detection: A systematic literature review of graph-based anomaly detection approaches Knowledge Graphs: Opportunities and Challenges Literature review on the influence of social networks Considering weights in real social networks: A review Influential nodes identification in complex networks: a comprehensive literature review A comprehensive review on knowledge graphs for complex diseases Brain network analysis for the discrimination of dementia disorders using electrophysiology signals: A systematic review Application Areas of Community Detection: A Review Big data analytics meets social media: A systematic review of techniques, open issues, and future directions A review of clique-based overlapping community detection algorithms A Review on Opinion Leader Detection and its Applications Knowledge Graph Embedding: A Survey of Approaches and Applications A Network Science perspective of Graph Convolutional Networks: A survey A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges A Survey on Knowledge Graph Embeddings for Link Prediction Knowledge Graphs Counterfactual Learning on Graphs: A Survey Graph Neural Networks for Text Classification: A Survey Applications of Differential Privacy in Social Network Analysis: A Survey A Comprehensive Survey on Learning Based Methods for Link Prediction Problem A survey on identification of influential users in social media networks using bio inspired algorithms Link Prediction on Complex Networks: An Experimental Survey Graph-powered learning methods in the Internet of Things: A survey Graph Visualization: Alternative Models Inspired by Bioinformatics A review of clique-based overlapping community detection algorithms A Review on Opinion Leader Detection and its Applications A Review of Graph and Network Complexity from an Algorithmic Information Perspective Considering weights in real social networks: A review Review on Learning and Extracting Graph Features for Link Prediction Critical Review of Social Network Analysis Applications in Complex Project Management Bibliometric review of ecological network analysis: 2010–2016 Applications of link prediction in social networks: A review Influence maximization on temporal networks: a review A Mini Review of Node Centrality Metrics in Biological Networks Disease Prediction Using Graph Machine Learning Based on Electronic Health Data: A Review of Approaches and Trends A Review of Graph Neural Networks and Their Applications in Power Systems Temporal Link Prediction: A Unified Framework, Taxonomy, and Review Towards Data-centric Graph Machine Learning: Review and Outlook A survey of community detection methods in multilayer networks A survey of graph neural network based recommendation in social networks A Survey of Link Prediction Techniques A Survey on Studying the Social Networks of Students A survey on network node ranking algorithms: Representative methods, extensions, and applications A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection Fairness-Aware Graph Neural Networks: A Survey A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions A Comprehensive Survey on Graph Neural Networks Automated Machine Learning on Graphs: A Survey A Survey on Graph Classification and Link Prediction based on GNN Graph Learning and Its Applications: A Holistic Survey A survey on bipartite graphs embedding Neural Network Optimization Based on Complex Network Theory: A Survey A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Application 
