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DM: CFP - Ws. on Data Mining with Evolutionary AlgorithmsFrom: Alex Alves Freitas Date: Wed, 26 Jan 2000 14:50:22 -0200 (Apologies for cross-posting) Reminder: The deadline for submitting papers for the below workshop is February 11. C A L L F O R P A P E R S ================================= GECCO-2000 Workshop On Data Mining With Evolutionary Algorithms. Las Vegas, NV, USA. Saturday July 8, 2000. The goal of this half-day workshop is to discuss research integrating the areas of data mining and evolutionary algorithms. Topics of interest include (but are not limited to): Evolutionary algorithms (EA) for classification, clustering, dependence modelling, regression, time series and other data mining tasks Extraction of comprehensible, interesting knowledge with EA Scaling up EA for very large databases Parallel and/or distributed EA Comparison between EA and other data mining methods Genetic operators tailored for data mining tasks Incorporating domain knowledge in EA Integrating EA with database systems Data mining with evolutionary, intelligent agents Hybrid (neural-genetic, rule induction-genetic, etc.) EA Uncertainty handling with EA Data pre-processing (e.g. data cleaning, attribute selection) with EA Post-processing of the discovered knowledge with EA Mining semi-structured or unstructed data (e.g. text mining) with EA Speakers will be selected via submission of short papers. Position papers are also welcome. Papers will be selected by an international program committee. This is the second workshop on this theme. The first one, the AAAI-99 & GECCO-99 Workshop on Data Mining with Evolutionary Algorithms, was attended by about 45 people. It consisted of six papers presentations, and the proceedings of the workshop were published by AAAI Press as the Technical Report WS-99-06 (ISBN: 1-57735-09001). The GECCO-2000 Workshop will be a "follow up" of the AAAI-99 & GECCO-99 Workshop. We are organizing a half-day workshop. The registration fee for the workshop is included in the conference registration fee. Submitted papers must have at most four pages. A postscript version of the paper must be e-mailed to the chairman by February 11. Important Dates: Paper submission: February 11 Acceptance/Rejection notification: March 8 Camera-ready copy submission: April 1 GECCO-2000 (Genetic and Evolutionary Computation Conf.) will be held in Las Vegas, Riviera Hotel, NV, USA, July 8-12 (Saturday - Wednesday), 2000. GECCO-2000 will present the latest high-quality research results in the growing field of genetic and evolutionary computation. The GECCO-99 conference attracted 619 attendees and was the largest and most comprehensive conference in the field of genetic and evolutionary computation. GECCO-2000 will be the inaugural conference of the recently formed International Society for Genetic and Evolutionary Computation (www.isgec.org). The new society and the GECCO conference bring together the oldest society in the field of evolutionary computation (ISGA) as well as the two largest conferences in the field (the Genetic Programming Conference and the International Conference on Genetic Algorithms). Twelve workshops (included in conference registration fee) will be held on Saturday July 8, 2000; 24 tutorials (included in conference registration fee) will be given on Sunday July 9; and presentation of papers will occur on July 10 - 12 (Monday - Wednesday). For more information about hotels, travel, student travel grants, see the conference's WWW pages at http://www.genetic-algorithm.org/GECCO2000/gecco2000mainpage.htm. Additional information on the workshop: http://www.ppgia.pucpr.br/~dmea Chairman: Alex A. Freitas. E-mail: alex@ppgia.pucpr.br
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