posted by user: mmfcordeiro || 4350 views || tracked by 4 users: [display]

EvoNets@DSAA 2017 : Special Session on on Evolving Networks - DSAA'2017

FacebookTwitterLinkedInGoogle

Link: http://www.dslab.it.aoyama.ac.jp/dsaa2017/specialsessions/#EvolNet
 
When Oct 19, 2017 - Oct 21, 2017
Where Tokyo, Japan
Submission Deadline May 25, 2017
Notification Due Jul 25, 2017
Final Version Due Aug 15, 2017
Categories    evolving networks   social networks   data mining   machine learning
 

Call For Papers

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)

Related Resources

MSTED 2018   Mining Streaming and Time-Evolving Data (ECDA spec. session)
ICDM 2018   IEEE International Conference on Data Mining
EAIS 2018   Evolving and Adaptive Intelligent Systems 2018
ACML 2018   The 10th Asian Conference on Machine Learning
COMPLEX NETWORKS 2018   The 7th International Conference on Complex Networks and Their Applications
WSDM 2019   WSDM 2019: The 12th ACM International Conference on Web Search and Data Mining
EAIS 2018   2018 IEEE Conference on Evolving and Adaptive Intelligent Systems
IJIST 2018   The International Journal of Information Science & techniques
COCOA 2018   The 12th Annual International Conference on Combinatorial Optimization and Applications
DaMNet 2018   The 8th IEEE ICDM Workshop on Data Mining in Networks