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IPMU DAMI 2010 : IPMU 2010 Special Session on Fuzzy Data Mining and Machine Learning | |||||||||||||
| Link: http://www.flll.jku.at/div/research/ipmu2010/special_session_IPMU2010.htm | |||||||||||||
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Call For Papers | |||||||||||||
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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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