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WCCI DAMI 2010 : IEEE WCCI 2010 Special Session on COMPUTATIONAL INTELLIGENCE IN MACHINE LEARNING

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Link: http://www.wcci2010.org
 
When N/A
Where Barcelona, Spain
Submission Deadline Jan 31, 2010
Notification Due Mar 15, 2010
Final Version Due May 2, 2010
Categories    data mining   machine learning   computational intelligence
 

Call For Papers

Special Session on

COMPUTATIONAL INTELLIGENCE IN MACHINE LEARNING

to be organized on the occasion of the
2010 IEEE World Conference on Computational Intelligence (WCCI 2010)
Barcelona, Spain, July 18-23, 2010
http://www.wcci2010.org/home
======================================================================================

The IEEE CIS Task Force on Machine Learning and the EUSFLAT working group on Machine Learning and Data Mining (DAMI) are organizing a special session as part of WCCI 2010. The objective of the special session is to provide a forum for the discussion of recent advances in the application of computational intelligence methods and technology to machine learning problems, and to offer an opportunity for researchers and practitioners to identify new promising research directions.

If you are interested in participating, please, send a tentative title and authors to daniel@decsai.ugr.es no later than December 7, 2009.

Topics of interest include but are not limited to the application of computational intelligence methods in

- data preprocessing
- feature extraction and selection
- handling of incomplete and heterogeneous data
- human-machine interaction
- incorporation of background knowledge
- active learning
- learning predictive models
- ordered, hierarchical and multi-label classification
- preference learning and ranking
- kernel-based methods
- ensemble methods
- incremental learning and learning on data streams
- multi-objective learning
- multi-instance learning
- transfer-learning, multi-task learning, co-training
- machine learning applications and case studies


Important dates:

Notification of intent to submit: December 7, 2009
Deadline for paper submission: January 31, 2010
Notification of acceptance: March 15, 2010
Final paper submission: May 2, 2010
conference: July 18-23, 2010

Submission:

All papers should be submitted electronically through the Congress website
(http://www.wcci2010.org/call-for-papers).

CHOOSING THE SPECIAL SESSION "COMPUTATIONAL INTELLIGENCE IN MACHINE LEARNING".

Plamen Angelov
Lancaster University, UK
p.angelov@lancaster.ac.uk

Eyke Huellermeier
Department of Mathematics and Computer Science
Philipps University, Marburg, Germany
eyke@informatik.uni-marburg.de

Frank Klawonn
University of Applied Sciences
Braunschweig/Wolfenbuettel, Germany
f.klawonn@fh-wolfenbuettel.de

Daniel Sanchez
Department of Computer Science and Artificial Intelligence
University of Granada, Spain
daniel@decsai.ugr.es

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