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EAIS 2012 : IEEE Workshop on Evolving and Adaptive Intelligent Systems

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Link: http://www.ieee-ssci.org/2011/eais-2011
 
When May 17, 2012 - May 18, 2012
Where Madrid, Spain
Submission Deadline Nov 1, 2011
Notification Due Jan 5, 2011
Final Version Due Feb 15, 2012
Categories    intelligent systems
 

Call For Papers

2012 IEEE Conference on Evolving and Adaptive Intelligence Systems - EAIS 2012

http://www.uc3m.es/eais12

May 17-1 2012
Madrid, Spain.

Download the CFP at http://www.uc3m.es/portal/page/portal/congresos_jornadas/home_cfp_eais/call-for-papers/CFP_EAIS2012.pdf


* IMPORTANT DATES *
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Paper Submission Due: February 1, 2012
Special Session Proposals: November 15, 2011
Notification of Acceptance: March 1, 2012
Camera-Ready Papers Due: March 20, 2012


* CONTEXT *
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One of the important research challenges today is to develop new theoretical methods, algorithms, and implementations of systems with a higher level of flexibility and autonomy, we can say with higher level of intelligence. Intelligent systems should be dynamically evolving and be able to adapt and learn. That is, the system must be able to evolve, to self-develop, to self-organize, to self-evaluate and to self-improve. The emerging area of Evolving Intelligent Systems targets non-stationary processes by developing novel on-line learning methods and computationally efficient algorithms for real-time applications. Some of the natural implementation areas of Evolving and Adaptive Intelligent systems are: wireless sensor networks, assisted ambient intelligence, embedded soft computing diagnostics and prognostics algorithms, intelligent agents, smart evolving sensors, autonomous robotic systems etc.

EAIS 2012 continues the tradition established by the successful series of IEEE conferences starting with EFS’06 (Lake District, England), GEFS’08 (Witten-Bomerhoz, Germany), ESDIS’09 (Nashville, USA), EIS’10 (Leicester, England), and EAIS’11 (Paris, France). It will provide a friendly atmosphere and will be a leading international forum focusing on discussing problems, research, results and future directions in the area of Evolving and Adaptive Intelligent Systems.


* AREAS OF INTEREST *
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Areas of interest include, but are not limited to:

Methodology:
New Adaptive and Evolving Learning Methods
Stability, Robustness, Unlearning Effects
Structure Flexibility and Robustness in Evolving Systems
Evolving in Dynamic Environments
Drift and Shift in Data Streams
Evolving Decision Systems
Self-monitoring Evolving Systems
Self-Organizing Systems
Neural Networks with Evolving Structure
Non-Stationary Time Series Prediction with EFS
Evolving Neuro-Fuzzy Systems
Evolving Fuzzy Clustering Methods
Evolving Regression-based Classifiers
Evolving Intelligent Systems for Time Series Prediction
Evolving Intelligent Systems State Monitoring and Prognostics

Real-world applications:
EFS in Robotics, Intelligent Transport and Advanced Manufacturing
EFS for Data Mining and Knowledge Discovery
EFS in Advanced Communications and Multi-Media Applications
EFS in Bioinformatics
Evolving Activities Recognition


* SUBMISSION REQUIREMENTS *
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Full papers - 6 pages IEEE style.
Short Pages - 4 pages IEEE style.

All accepted papers will be published in the Proceedings and selected authors will be invited to submit extended papers for a special issue of the Springer Journal Evolving Systems.


* INTERNATIONAL PROGRAMME COMMITTEE *
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Plamen Angelov (p.angelov@lancaster.ac.uk)
Dimitar Filev (dfilev@ford.com)
Nikola Kasabov (nkasabov@aut.ac.nz)


* ORGANIZING PROGRAMME COMMITTEE *
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Jose Antonio Iglesias (jiglesia@inf.uc3m.es)
Agapito Ledezma (ledezma@inf.uc3m.es)


* SPONSORED BY *
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IEE,
Systems, Man & Cybernetics Society.


* ORGANIZED BY *
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IEE,
Systems, Man & Cybernetics Society,
Technical Committee on Evolving Intelligent Systems,
Carlos III University of Madrid.

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