Community structure is one of the most relevant features encountered in numerous real- world applications of networked systems. Despite the tremendous effort of a large …
C Shi, Y Li, J Zhang, Y Sun… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Most real systems consist of a large number of interacting, multi-typed components, while most contemporary researches model them as homogeneous information networks, without …
Y Sun, J Han - ACM SIGKDD explorations newsletter, 2013 - dl.acm.org
Most objects and data in the real world are of multiple types, interconnected, forming complex, heterogeneous but often semi-structured information networks. However, most …
Real world physical and abstract data objects are interconnected, forming gigantic, interconnected networks. By structuring these data objects and interactions between these …
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse …
Evolutionary network analysis has found an increasing interest in the literature because of the importance of different kinds of dynamic social networks, email networks, biological …
GB Giannakis, Y Shen… - Proceedings of the …, 2018 - ieeexplore.ieee.org
Identifying graph topologies as well as processes evolving over graphs emerge in various applications involving gene-regulatory, brain, power, and social networks, to name a few …
Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social …
Community discovery has emerged during the last decade as one of the most challenging problems in social network analysis. Many algorithms have been proposed to find …