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IPMU DAMI 2010 : IPMU 2010 Special Session on Fuzzy Data Mining and Machine Learning

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Link: http://www.flll.jku.at/div/research/ipmu2010/special_session_IPMU2010.htm
 
When Jun 28, 2010 - Jul 2, 2010
Where Dortmund, Germany
Submission Deadline Jan 17, 2010
Notification Due Mar 7, 2010
Categories    fuzzy data mining   fuzzy machine learning
 

Call For Papers

========================================================================================
Call for Papers:

Special Session on:

"Fuzzy Data Mining and Machine Learning"

to be organized at the International Conference on Information
Processing and Management of Uncertainty in Knowledge-Based Systems
(IPMU 2010)
Dortmund, 28.06.2010 - 02.07.2010

Organizers: Daniel Sanchez (University of Granada - daniel@decsai.ugr.es
Edwin Lughofer (University of Linz - edwin.lughofer@jku.at),
Abdelhamid Bouchachia (University of Klagenfurt - hamid@isys.uni-klu.ac.at)
==========================================================================================



Aim of the Session
------------------------

The EUSFLAT working group on Machine Learning and Data Mining (DAMI) is organizing a special session as part of IPMU 2010 conference in Dortmund.
The objective of the special session is to provide a forum for the discussion of recent advances in the application of fuzzy set methodology and technology to
data mining and machine learning problems, both in batch off-line and incremental on-line mode, and to offer an opportunity for researchers and practitioners
to identify and discuss recent advances and new promising research directions.

Scope
--------

Topics of interest include but are not limited to the application of fuzzy sets, fuzzy systems and related methods in

- Data pre-processing and summarization
- Handling of incomplete and heterogeneous data,
- Data, text, and web mining methods
- Pattern recognition
- Dimensionality reduction and feature selection
- Interactive and on-line data mining, fuzzy mining of data streams
- Incremental/adaptive fuzzy clustering, fuzzy classification and fuzzy regression approaches
- Evolving fuzzy systems/classifiers
- Interpretability and process safety aspects
- Active and semi-supervised learning
- Human-machine interaction and the incorporation of background knowledge
- Mining at multiple levels of abstraction,
- Database querying and ad-hoc data mining,
- Visualization and presentation of data mining results.
- Postprocessing and summarization of knowledge
- Parallel and distributed mining algorithms
- Application cases of fuzzy data mining and machine learning


Important Dates
--------------------

- Deadline for Papers Submission (regularly through the conference website): January 17, 2010.
- Notification of Acceptance/Rejection: March 7, 2010.
- Deadline for Camera-ready papers: Open.


Organizers Contact Details
---------------------------------

Daniel Sanchez
Email address: daniel@decsai.ugr.es
Department of Computer Sciences and Artificial Intelligence
ETS Ing. Informatica
University of Granada
Tel.: +34 958 246397
Fax: +34 958 243317
Official HP: http://decsai.ugr.es/~daniel/

Edwin Lughofer
Email address: edwin.lughofer@jku.at
Fuzzy Logic Laboratorium Linz-Hagenberg
Softwarepark 21
A-4232 Hagenberg
Tel.: +43 (0)7236 / 3343 435
Fax: +43 (0)7236 / 3343 434
Official HP: http://www.flll.jku.at/staff/edwin/

Abdelhamid Bouchachia
Email address: hamid@isys.uni-klu.ac.at
Dept of Informatics-systems
University of Klagenfurt
Universitaesstr. 65-67
Klagenfurt, 9020, Austria
Tel.: +43 (463) 2700-3525
Fax: +43 (463) 2700-3599
Official HP: http://www.isys.uni-klu.ac.at/private/hamid/

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