IEEE Circuits and Systems Magazine - Special issue on complex networks applications in circuits and systems
Structural patterns in complex networks through spectral analysis
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Evolution of the mashup ecosystem by copying
Proceedings of the 3rd and 4th International Workshop on Web APIs and Services Mashups
Graph cube: on warehousing and OLAP multidimensional networks
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Extracting the mesoscopic structure from heterogeneous systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Optimizing the robustness of scale-free networks with simulated annealing
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Automatic text summarization and small-world networks
Proceedings of the 11th ACM symposium on Document engineering
Revealing Associations between Events and Their Characteristic Items
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Link prediction: the power of maximal entropy random walk
Proceedings of the 20th ACM international conference on Information and knowledge management
Artificial Life
gSketch: on query estimation in graph streams
Proceedings of the VLDB Endowment
An OpenMP algorithm and implementation for clustering biological graphs
Proceedings of the first workshop on Irregular applications: architectures and algorithm
Journal of Biomedical Informatics
Investigating the effect of node heterogeneity and network externality on security adoption
ACM SIGMETRICS Performance Evaluation Review
ICDCIT'12 Proceedings of the 8th international conference on Distributed Computing and Internet Technology
Behavioral conflict and fairness in social networks
WINE'11 Proceedings of the 7th international conference on Internet and Network Economics
Seed journal citation network maps: A method based on network theory
Journal of the American Society for Information Science and Technology
Applications of machine learning to performance evaluation
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
A graph-based algorithm for inducing lexical taxonomies from scratch
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Conversation retrieval for microblogging sites
Information Retrieval
Case-based modeling and the SACS Toolkit: a mathematical outline
Computational & Mathematical Organization Theory
Automatic generation of graph models for complex networks by genetic programming
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Learning analytics: envisioning a research discipline and a domain of practice
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
Detecting communities in K-partite K-uniform (hyper)networks
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Proceedings of the 34th International Conference on Software Engineering
Genetic Programming and Evolvable Machines
An integrated development and runtime environment for the future internet
The Future Internet
Security adoption in heterogeneous networks: the influence of cyber-insurance market
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
A gossip-based mutual exclusion algorithm for cloud environments
GPC'12 Proceedings of the 7th international conference on Advances in Grid and Pervasive Computing
Effective graph classification based on topological and label attributes
Statistical Analysis and Data Mining
Push- and pull-based epidemic spreading in networks: Thresholds and deeper insights
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Robust synchronization of a class of uncertain complex networks via discontinuous control
Computers & Mathematics with Applications
Inferring personality of online gamers by fusing multiple-view predictions
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
From throw-away traffic to bots: detecting the rise of DGA-based malware
Security'12 Proceedings of the 21st USENIX conference on Security symposium
Spatial dissemination metrics for location-based social networks
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Web dynamics as a random walk: how and why power laws occur
Proceedings of the 3rd Annual ACM Web Science Conference
Understanding and modeling the small-world phenomenon in dynamic networks
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Understanding online groups through social media
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Sampling online social networks by random walk
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
On the self-similarity of intertextual structures in Wikipedia
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Community structure based node scores for network immunization
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
A memetic algorithm for community detection in complex networks
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Characterizing key developers: a case study with apache ant
CRIWG'12 Proceedings of the 18th international conference on Collaboration and Technology
Network analysis on provenance graphs from a crowdsourcing application
IPAW'12 Proceedings of the 4th international conference on Provenance and Annotation of Data and Processes
Unsupervised graph-based topic labelling using dbpedia
Proceedings of the sixth ACM international conference on Web search and data mining
Revealing network communities with a nonlinear programming method
Information Sciences: an International Journal
A comparative study of community structure based node scores for network immunization
AMT'12 Proceedings of the 8th international conference on Active Media Technology
How influential are you: detecting influential bloggers in a blogging community
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Dynamic targeting in an online social medium
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Friends FTW! friendship and competition in halo: reach
Proceedings of the 2013 conference on Computer supported cooperative work
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Inferring human phenotype networks from genome-wide genetic associations
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Supervising random forest using attribute interaction networks
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Formation of multiple networks
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Graph Searching Algorithms for Semantic-Social Recommendation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
The Trilemma of Network Analysis
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Toward a next generation of network models for the web
Proceedings of the 5th Annual ACM Web Science Conference
Tracking and analyzing TV content on the web through social and ontological knowledge
Proceedings of the 11th european conference on Interactive TV and video
New perspectives in sinographic language processing through the use of character structure
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Computer Methods and Programs in Biomedicine
Engineering adaptive privacy: on the role of privacy awareness requirements
Proceedings of the 2013 International Conference on Software Engineering
Categorizing bugs with social networks: a case study on four open source software communities
Proceedings of the 2013 International Conference on Software Engineering
The role of information diffusion in the evolution of social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-label relational neighbor classification using social context features
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Autonomously reviewing and validating the knowledge base of a never-ending learning system
Proceedings of the 22nd international conference on World Wide Web companion
Knowledge discovery from massive healthcare claims data
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Subgraph frequencies: mapping the empirical and extremal geography of large graph collections
Proceedings of the 22nd international conference on World Wide Web
How disorder impacts routing in human-centric disruption tolerant networks
Proceedings of the 2013 ACM SIGCOMM workshop on Future human-centric multimedia networking
On predicting Twitter trend: factors and models
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Cancelable fusion using social network analysis
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Multi-objective restructuring in social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the 8th International Conference on Network and Service Management
Proceedings of the 16th Communications & Networking Symposium
Spectral graph multisection through orthogonality
Proceedings of the 4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering
Modeling direct and indirect influence across heterogeneous social networks
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Data-driven study of urban infrastructure to enable city-wide ubiquitous computing
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Topology control for wireless mesh networks based on centrality metrics
Proceedings of the 10th ACM symposium on Performance evaluation of wireless ad hoc, sensor, & ubiquitous networks
MedRank: discovering influential medical treatments from literature by information network analysis
ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137
A GPU-based method for computing eigenvector centrality of gene-expression networks
AusPDC '13 Proceedings of the Eleventh Australasian Symposium on Parallel and Distributed Computing - Volume 140
Algorithms, networks, and social phenomena
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
Accelerating collaboration in task assignment using a socially enhanced resource model
BPM'13 Proceedings of the 11th international conference on Business Process Management
Human factors modeling schemes for pilot-aircraft system: a complex system approach
EPCE'13 Proceedings of the 10th international conference on Engineering Psychology and Cognitive Ergonomics: applications and services - Volume Part II
Social structure and depression in TrevorSpace
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
A modelling framework for social media monitoring
International Journal of Web Engineering and Technology
Computational perspectives on social phenomena at global scales
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Fast approximation of betweenness centrality through sampling
Proceedings of the 7th ACM international conference on Web search and data mining
Failure development in dependent networks
Proceedings of the 2013 Summer Computer Simulation Conference
An impact of online recommendation network on demand
Expert Systems with Applications: An International Journal
Social network analysis for customer churn prediction
Applied Soft Computing
Improving heuristics for network modularity maximization using an exact algorithm
Discrete Applied Mathematics
Networked individuals predict a community wide outcome from their local information
Decision Support Systems
Random walks based modularity: application to semi-supervised learning
Proceedings of the 23rd international conference on World wide web
Causal conditioning and instantaneous coupling in causality graphs
Information Sciences: an International Journal
Security adoption and influence of cyber-insurance markets in heterogeneous networks
Performance Evaluation
Identifying website communities in mobile internet based on affinity measurement
Computer Communications
Scalable and leaderless Byzantine consensus in cloud computing environments
Information Systems Frontiers
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The scientific study of networks, including computer networks, social networks, and biological networks, has received an enormous amount of interest in the last few years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze network data on a large scale, and the development of a variety of new theoretical tools has allowed us to extract new knowledge from many different kinds of networks.The study of networks is broadly interdisciplinary and important developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology, and the social sciences. This book brings together for the first time the most important breakthroughs in each of these fields and presents them in a coherent fashion, highlighting the strong interconnections between work in different areas. Subjects covered include the measurement and structure of networks in many branches of science, methods for analyzing network data, including methods developed in physics, statistics, and sociology, the fundamentals of graph theory, computer algorithms, and spectral methods, mathematical models of networks, including random graph models and generative models, and theories of dynamical processes taking place on networks.