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NMLA 2020 : CfP - Network Modeling, Learning and Analysis (NMLA) Workshop

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Link: https://nmla-worldcist.github.io
 
When Apr 7, 2020 - Apr 10, 2020
Where Budva, Montenegro
Submission Deadline Dec 7, 2019
Notification Due Dec 29, 2019
Final Version Due Jan 8, 2020
Categories    networks   machine learning   data analytics   modeling
 

Call For Papers

CALL FOR CONTRIBUTIONS
Network Modeling, Learning and Analysis (NMLA) WorkshopBudva, Montenegro April 7 - 10, 2020

collocated with WorldCIST
(8th World Conference on Information Systems and Technologies)


You are cordially invited to submit your contribution until December 07, 2019.
NMLA workshop welcomes:
· FULL papers (not previously published up to 10 pages, finished or consolidated)
· SHORT papers (not previously published up to 7 pages, finished or consolidated or ongoing work with relevant preliminary results)
· Demo/Visionary/Insightful papers (potentially previously published, up to 3 pages)

Important:

Accepted and registered full and short papers will be published in Proceedings by Springer and indexed by ISI Thompson, SCOPUS, DBLP.
Demo/visionary/insightful papers will be only considered for poster presentations.


Topics include, but are not limited to:

· Models of (complex) networks
· Algorithms and methods for analyzing attributed, heterogeneous / multipartite, signed, multiplex, temporal and spatial, knowledge graphs etc.
· Discovering interesting patterns/roles in the networks
· Network clustering methods and applications
· Network representation learning and applications
· Methods for analyzing and learning on dynamic networks
· Large-scale network analysis and learning
· Semi-supervised learning
· Inductive learning on networks
· Network sampling, simulation and evaluation challenges and solutions
· Network alignment
· Network compression/summarization
· Network visualization
· Graph signal processing
· Structural network properties and analysis
· Machine learning with graphs
· Link Prediction
· Social Reputation, Influence, and Trust
· Information Spreading in Social Media
· Rumour and Viral Marketing in Social Networks
· Recommendation Systems and Complex Networks
· Case studies and empirical studies in different application areas:
- social networks
- mobile call networks
- financial and economic networks
- IoT networks, complex networks for smart cities and smart grids
- biological networks
- retail and supply chain networks
- transportation and infrastructure networks
- political networks

Important Dates

Submission: December 7, 2019 (AoE)
Notification: December 29, 2019
Camera-ready: January 8, 2020 (hard deadline because of Springer publishing deadlines)

For more information see: https://nmla-worldcist.github.io

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