Special Session on Evolving Networks@DSAA2017 – The 4th IEEE International Conference on Data Science and Advanced Analytics
Oct 2017, Tokyo, Japan
http://www.dslab.it.aoyama.ac.jp/dsaa2017/specialsessions/#EvolNet
Call for Papers:
When objects in the data are associated with relationships between themselves, the complexity of the data increases and so is the information gained from it. This complexity augments when these objects and relationships change over time. In view of that there are many open challenges in the context of scalable analytics of evolving networks calling the attention of researchers from Knowledge Discovery, Data Analytics and Artificial Intelligence communities. This emerging topic will instigate many innovative data science solutions and move towards advanced analytics techniques. We expect heterogeneous proposals integrating fields such as graph stream mining, social networks analysis, distributed processing and predictive analysis in a changing and evolving milieu.
Topics of Interest:
This special session is intended to attract researchers who are actively engaged in theoretical, technical and application oriented aspects of Evolving networks. The topics include, but are not limited to the following:
Evolutionary network analysis
Social networks and social media
Graph data analytics
Sampling from evolving networks
Network data mining
Distributed network analysis and mining
Statistical techniques for network analysis and mining
Temporal and streaming networks
Predictive modeling on evolving networks
Change detection, anomaly detection
Incorporating network content in evolution analysis
Community detection in evolving networks
Important Dates:
Special Session Paper Submission: May 25, 2017
Notification of acceptance: July 25, 2017
Camera-Ready: Aug 15, 2017
Advanced Registration: Aug. 31, 2017
Publications:
All accepted papers of the special session, will be published by IEEE and will be submitted for inclusion in the IEEE Xplore Digital Library. The conference proceedings will be submitted for EI indexing through INSPEC by IEEE. Top quality papers accepted and presented at the conference will be selected for extension and invited to the special issues of International Journal of Data Science and Analytics (JDSA, Springer)