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MLMDS 2010 : Special Session on Machine Learning Methods for Data Streams

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Link: http://cig.iet.unipi.it/isda2010/files/MLMD.pdf
 
When Nov 29, 2010 - Dec 1, 2010
Where Cairo
Submission Deadline Jul 17, 2010
Notification Due Aug 14, 2010
Final Version Due Sep 15, 2010
Categories    machine learning   concept drift   artificial intelligence   pattern recognition
 

Call For Papers


!!!Paper submission deadline extended to July 17, 2010!!!

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CALL FOR PAPER
Special Session on Machine Learning Methods for Data Streams
MLMDS’2010

web page http://cig.iet.unipi.it/isda2010/files/MLMD.pdf

Under the framework of
the 10th International Conference on Intelligent Design and Applications, ISDA’10

November 29 – December 1, 2010, Cairo, Egypt

Conference web page: http://cig.iet.unipi.it/isda2010/
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The progress of computer science caused that many institutions collected huge amount of data, which analysis is impossible by human beings. Nowadays simple methods of data analysis are not sufficient for efficient management of an average enterprise, since for smart decisions the knowledge hidden in data is highly required. The great disadvantage of aforementioned methods is that they “assume” that statistical properties of the discovered concept (which model is predicted) are being unchanged. In real situation we could observe socalled concept drift, therefore designing data mining methods, especially classification ones for data streams is currently focus of intense research. Papers describing original work in the following and related research topics are welcome:
• Adaptive and incremental learning,
• Machine learning methods for data streams,
• Detecting concept change in data streams,
• Applications.

Instructions for Authors:
Papers must correspond to the requirements detailed in the (Paper Submission) on the conference flyer http://cig.iet.unipi.it/isda2010/flyer.pdf and All accepted papers will be published in the proceedings of ISDA'10 that will be also included in the IEEEXplore digital library. Extended versions of selected papers will be considered for publication

Registration Fees:
All papers must be presented by one of the authors, who must pay the registration fees.
http://cig.iet.unipi.it/isda2010/

Paper Reviewing and Publication:
Submitted papers will be reviewed. Accepted papers, which should not exceed 6 pages (PDF) following the double column IEEE format. All accepted papers will be published in the proceedings of the ISDA’10. Selected papers will be published in special issues of a selection of International Journals (to be announced).

Tentative Dates of Submission and Acceptance:
• Deadline for paper submission July 17, 2010
• Notification of acceptance August 14, 2010
• Camera-ready manuscript submission September 15, 2010

International Program Committee of MLMDS"
• Ajith Abraham, Norwegian University of Science and Technology, Norway
• Robert Burduk, Wroclaw University of Technology, Poland
• Emilio Corchado, University of Salamance, Spain
• José Alfredo F. Costa - Universidade Federal do Rio Grande do Norte, Brazil
• Manuel Grana, University of the Basque Country, Spain
• Konrad Jackowski, Wroclaw University f Technilogy, Poland
• Gladys Castillo Jordán, University of Aveiro, Portugal
• Ioannis Katakis, Aristotle University of Thessaloniki, Greece
• Przemysław Kazienko, Wroclaw University of Technology, Poland
• Konstantinos Sirlantzis, University of Kent, UK
• Krzysztof Walkowiak, Wroclaw University of Technology, Poland
• Michal Wozniak, Wroclaw University of Technology, Poland - Session Chair

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