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DaMNet 2012 : The IEEE ICDM 2012 Workshop on Data Mining in Networks

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Link: http://icdm2012.ua.ac.be
 
When Dec 10, 2012 - Dec 10, 2012
Where Brussels, Belgium
Submission Deadline Aug 19, 2012
Notification Due Oct 1, 2012
Categories    data mining   networks and communications   computer science
 

Call For Papers

Call For Papers
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DaMNet 2012 - The IEEE ICDM 2012 Workshop on Data Mining in Networks
December 10, 2012, Brussels, Belgium
http://damnet.reading.ac.uk/

Workshop of the IEEE International Conference on Data Mining (ICDM)
http://icdm2012.ua.ac.be
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Important Dates
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Workshop papers submission: August 10, 2012
Notifications of paper acceptance: October 1, 2012
Camera-ready papers: October 15, 2012
Workshop date: December 10, 2012

Workshop Overview
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The complexity of numerous social, biological, and communication systems, is driving many researchers towards the adoption of data mining approaches. The characterization, management and control of complex networks are challenging tasks, common to many areas of Science. The Workshop on Data Mining in Networks intends to facilitate the exchange of ideas between different research communities which share a common interest in extracting models and information from complex networks. The workshop focus will encompass data mining algorithms and applications for communication networks and other complex networks, such as peer-to-peer systems, mobile ad-hoc networks, wireless sensor networks, the World Wide Web, social networks, metabolic networks, protein-protein interaction networks, citation networks, etc.
The workshop is aimed at researchers mainly in Computer Science and Communications, interested in the analysis and control of complex networks by means of Data Mining approaches. Nevertheless, the workshop intends also to attract scientists from other disciplines like Mathematics, Biology, Neuroscience, etc., with an interest in the analysis and control of complex networks by means of Data Mining approaches. The workshop is co-located with ICDM 2012, the IEEE International Conference on Data Mining.


Topics of Interest
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Contributions are sought in all Data Mining algorithms and applications in Networks, including computer networks and any other complex interconnected system. We also welcome submissions on reports on applications of particular interest.

Data Mining algorithms and frameworks:
- Graph Mining
- Online Learning on Data Streams
- Data Mining algorithms for Massive Interconnected Systems
- Distributed Data Mining Algorithms
- Data Mining algorithms based on Gossip and Epidemic protocols
- Communication Network and Service Management
- Spontaneous and Opportunistic Communications
- System Management
- Analysis, Modeling and Visualization of Complex Networks
- Analysis, Modeling and Visualization of Evolving Networks
- Monitoring, Analysis, Management and Control of Distributed Systems,
Federated Databases and Large-Scale Networked Applications


Application domains:
- Computer Networks
o Autonomous and Autonomic Networks
o Overlays and Virtual Networks
o Cognitive and Bio-inspired Networks
o Peer-to-Peer (P2P) Overlay Networks
o Mobile ad-hoc Networks (MANET)
o Wireless Sensor Networks (WSN)
o Internet Protocols data
- Large-scale Computing Systems (Grid, Cloud, P2P, Volunteer Computing)
- World Wide Web
- Social Networks
- Citation Networks and Bibliometrics
- Scale-free and Small-World Networks
- Graph Theory
- Internet of Things
- Bioinformatics and System Biology
- Neuroscience


Workshop Chairs
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Dr. Giuseppe Di Fatta
School of Systems Engineering
The University of Reading, UK
Email: G.DiFatta@reading.ac.uk

Prof. Antonio Liotta
Department of Electrical Engineering
Technical University Eindhoven, The Netherlands
E-mail: a.liotta@tue.nl

Submissions
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Papers submitted to this workshop must not have been accepted for publication elsewhere or be under review for another workshop, conference or journal. Papers must be formatted to IEEE Computer Society proceedings manuscript style. For detailed formatting and submission guidelines please visit the ICDM website (http://icdm2012.ua.ac.be/submission-guidelines.php).

Workshop Proceedings and Journal Special Issue
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Accepted papers will be included in the IEEE ICDM 2012 Workshops Proceedings volume published by IEEE Computer Society Press (also included in the IEEE Xplore Digital Library).
Selected papers will be considered for publication (in extended form) in the Springer JNSM 2013 Special Issue on Data Mining for Monitoring and Managing Systems and Networks (http://bit.ly/JNSM-SI).

Technical Program Committee
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Nazim Agoulmine, Université d'Evry Val d'Essonne, France
Ankit Agrawal, Northwestern University, USA
Gagan Agrawal, Ohio State University, USA
Michael R. Berthold, University of Konstanz, Germany
Christian Borgelt, European Center for Soft Computing, Spain
Raouf Boutaba, University of Waterloo, Canada
Mario Cannataro, University "Magna Græcia" of Catanzaro, Italy
Alok Choudhary, Northwestern University, USA
Filip De Turck, Ghent University - IBBT, Belgium
Bart De Vleeschauwer, Alcatel-Lucent, Belgium
Panagiotis Demestichas, University of Piraeus, Greece
Olivier Festor, INRIA, France
Giancarlo Fortino, University of Calabria, Italy
Vasilis Friderikos, King's College London, UK
Yike Guo, Imperial College, UK
Shonali Krishnaswamy, Monash University, Australia
Noura Limam, University of Waterloo, Canada
Deep Medhi, University of Missouri-Kansas City, USA
Maria Luisa Merani, Universita di Modena, Italy
Andreas Nürnberger, Otto-von-Guericke-University Magdeburg, Germany
Mehmet Cudi Okur, Yasar University, Turkey
Eric Pardede, La Trobe University, Australia
Srinivasan Parthasarathy, The Ohio State University, USA
Rolf Stadler, KTH, Sweden
Burkhard Stiller, ETH Zurich, Switzerland
Aly Syed, NXP, NL
Domenico Talia, University of Calabria, Italy
Maurizio A. Urso, ICAR-CNR, Italy
Ran Wolff, Haifa University, Israel
Lisandro Zambenedetti Granville, UFRGS, Brazil

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Contact: G.DiFatta@reading.ac.uk

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