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New Mathematical Models and Algorithms for Big Data

Call for Papers

With the rapid development of computer science, there are many challenging problems arisen in big data, for example, data mining and knowledge discovery for big data, information security for big data in cloud environment, task scheduling for big data, image processing for big data, and so on. It is very important and urgent to effectively solve these big data problems. The key to solve these big data problems is to develop new effective mathematical models and propose efficient algorithms.

We invite CIS2014 http://www.cis-lab.org/cis2014/index.php authors to submit the extended versions of their papers to this special issue. Moreover, we invite authors to contribute original research articles and review articles that will explore the new big data problems, set up new mathematical models for big data problems or related problems, and propose new algorithms and theory for the big data models. We especially welcome papers with the exploration to new applications of big data.

Potential topics include, but are not limited to:

  • Models and methods for image processing
  • New theory for big data problems
  • New methods for artificial intelligence
  • Models and methods for pattern recognition
  • Models and methods for machine learning
  • Models and methods for information security
  • Applications
Manuscript DueFriday, 27 February 2015
First Round of ReviewsFriday, 22 May 2015
Publication DateFriday, 17 July 2015

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