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Special Issue of MCS 2013 : Special Issue of Mathematics in Computer Science (MCS) on Mathematics, Data and Knowledge

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Link: http://mine.kaust.edu.sa/Pages/CFP-MCS-SI.aspx
 
When N/A
Where N/A
Submission Deadline May 31, 2013
Notification Due Sep 15, 2013
Final Version Due Oct 1, 2013
Categories    computer science   mathematics   data mining   knowledge management
 

Call For Papers

Special Issue on Mathematics, Data and Knowledge (http://mine.kaust.edu.sa/Pages/CFP-MCS-SI.aspx)

Mathematics in Computer Science (http://www.springer.com/birkhauser/mathematics/journal/11786)



There is a growing interest in applying mathematical theories and methods (from topology, computational geometry, differential equations, fluid dynamics, quantum statistics, etc.) to describe and to analyze scientific regularities of diverse, massive, complex, nonlinear, and fast changing data accumulated continuously around the world and in discovering and revealing the valid, insightful, and valuable knowledge that data imply. With increasingly solid mathematical foundations, various methods and techniques have been studied and developed for data mining, modeling, and processing, and knowledge representation, organization, and verification; different systems and mechanisms have been designed to perform data-intensive tasks in many application fields for classification, predication, recommendation, ranking, filtering, etc. This MCS special issue invites submissions of original research articles on the exploration of new mathematical theories and methodologies for data modeling and analysis, and knowledge discovery and management, on the study of existing mathematical models of big data and complex knowledge, and on the development of novel solutions and strategies to enhance the performance of existing systems and mechanisms for data and knowledge processing. Specific topics include, but are not limited to:

· Mathematical foundations and theories for data-intensive and knowledge-based systems

· Mathematical, statistical, and dynamic analysis of data and knowledge models

· Mathematical methods for big data storage, transferring, and processing

· Mathematical methods for complex knowledge representation, organization, visualization, and management

· Mathematical methods for data mining, pattern recognition, artificial intelligence, and knowledge discovery

· Algebraic, geometric, analytic, discrete, probabilistic, fuzzy, rough set, and cognitive modeling of recommendation systems, ranking systems, rating systems, expert systems, etc.

· Mathematical theories for the development of evolutionary computing, neural networks, and genetic algorithms



Important Dates

Deadline for paper submission: March 31, 2013

Notification of acceptance: August 15, 2013

Final paper submission: October 1, 2013

Publication of special issue: December 2013



Submission Guidelines (http://www.cc4cm.org/mcs/instructionsforauthors.html)

Authors are encouraged to prepare submissions by using LaTeX with the class file mathincl.cls (http://www.cc4cm.org/mcs/inlineframes/mathincs.zip). Papers should be sent as PDF files to special.issue.mdk@gmail.com. All submitted papers will be refereed according to the usual MCS refereeing process.



Guest Editors

Xiaoyu Chen (franknewchen@gmail.com), School of Computer Science and Engineering, Beihang University, China.

Dongming Wang (Dongming.Wang@lip6.fr), Laboratoire d'Informatique de Paris 6, CNRS-UPMC, France.

Xiangliang Zhang (Xiangliang.Zhang@kaust.edu.sa), King Abdullah University of Science and Technology, Saudi Arabia.

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