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

NMLA 2020


Computer Networks & Wireless Communication



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