Special Issue "Algorithms for Community Detection in Complex Networks"
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: closed (31 May 2017)
Prof. Dr. Henning Meyerhenke
Complex networks, such as social networks or web graphs, are characterized by a heterogeneous topology. Often, this leads to a low diameter, a high clustering coefficient, and a heavy-tailed degree distribution. Such networks also often feature (a hierarchy of) communities or clusters, i.e., vertex subsets that have many internal connections and relatively few external ones. Computing meaningful communities is a non-trivial task, often phrased as an optimization problem. High-quality solutions are sought for many applications in various fields; devising suitable algorithms has thus been an active research area for quite some time now.
This Special Issue shall reflect recent algorithmic advancements in the field, in particular for scenarios beyond disjoint communities in static undirected one-layer networks. We invite original high-quality research on all algorithmic aspects (both theoretical and applied) of community detection in complex networks, including (but not limited to):
- overlapping community detection
- dynamic community detection
- local community detection
- multi-objective community detection
- community detection in directed and/or multilayer networks
- exact, approximate, and heuristic methods
- complexity of community detection tasks
- methods combining graph topology and semantic data (attributes)
- community detection methodology, e.g. novel objective functions
- experimental methodology for community detection
- parallel and distributed algorithms for community detection
Authors should consult the journal's submission policy. Submissions based on papers that appeared before in published conference proceedings are allowed, provided that this is indicated clearly and that the submission has been extended significantly (by at least 40% new material).
Prof. Dr. Henning Meyerhenke
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access quarterly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 550 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
The below list represents only planned manuscripts. Some of these manuscripts have not been received by the Editorial Office yet. Papers submitted to MDPI journals are subject to peer-review.
Title: Local Community Detection in Dynamic Graphs Using Personalized Centrality
Authors: Eisha Nathan, Anita Zakrzewska, Jason Riedy, David Bader *
Affiliation: School of Computational Science and Engineering, College of Computing, Georgia Institute of Technology, Atlanta, GA 30332, USA
Title: Optimal Community Detection in Multiplex Networks
Author: Manlio De Domenico
Affiliation: Departament d’Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili, Tarragona 43007, Spain
Title: Post-Processing Partitions to Identify Domains of Resolution in Modularity Optimization
Author: William Weir, Scott Emmons, Ryan Gibson, Dane Taylor and Peter Mucha *
Affiliation: Department of Mathematics, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
Title: Overlapping Nodes Based Community Detection in Complex Networks
Author: Tinghuai Ma
Affiliation: School of Computer & Software, Nanjing University of Information Science & Technology, Nanjing 210044, China
Title: Uncovering Overlapping Communities in Bipartite Networks Using Vertex Similarity
Author: Kathy Horadam * and Taher Alzahrani
Affiliation: Department of Mathematical Sciences, School of Science, Royal Melbourne Institute of Technology, Melbourne VIC 3000, Australia