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Call for Papers: IEEE ICDM'05 Call for Papers ICDM '05: The 5th IEEE International Conference on Data Mining Sponsored by the IEEE Computer Society New Orleans, Louisiana, USA 27-30 November 2005 http://www.cacs.louisiana.edu/~icdm05/ (Papers Due: 15 June 2005) =================================================================== The 2005 IEEE International Conference on Data Mining (IEEE ICDM '05) provides a premier forum for the dissemination of innovative, practical development experiences as well as original research results in data mining, spanning applications, algorithms, software and systems. The conference draws researchers and application developers from a wide range of data mining related areas such as statistics, machine learning, pattern recognition, databases and data warehousing, data visualization, knowledge-based systems and high performance computing. By promoting high quality and novel research findings, and innovative solutions to challenging data mining problems, the conference seeks to continuously advance the state of the art in data mining. As an important part of the conference, the workshops program will focus on new research challenges and initiatives, and the tutorials program will cover emerging data mining technologies and the latest developments in data mining. Topics of Interest ------------------ Topics related to the design, analysis and implementation of data mining theory, systems and applications are of interest. These include, but are not limited to the following areas:     * Foundations of data mining     * Data mining and machine learning algorithms and methods in traditional       areas (such as classification, regression, clustering, probabilistic       modeling, and association analysis), and in new areas     * Mining text and semi-structured data, and mining temporal, spatial and       multimedia data     * Mining data streams     * Pattern recognition and trend analysis     * Collaborative filtering/personalization     * Data and knowledge representation for data mining     * Query languages and user interfaces for mining     * Complexity, efficiency, and scalability issues in data mining     * Data pre-processing, data reduction, feature selection and feature       transformation     * Post-processing of data mining results     * Statistics and probability in large-scale data mining     * Soft computing (including neural networks, fuzzy logic, evolutionary       computation, and rough sets) and uncertainty management for data mining     * Integration of data warehousing, OLAP and data mining     * Human-machine interaction and visual data mining     * High performance and parallel/distributed data mining     * Quality assessment and interestingness metrics of data mining results     * Security, privacy and social impact of data mining     * Data mining applications in bioinformatics, electronic commerce, Web,       intrusion detection, finance, marketing, healthcare, telecommunications       and other fields Conference Publications and ICDM Best Paper Awards -------------------------------------------------- High quality papers in all data mining areas are solicited. Original papers exploring new directions will receive especially careful and supportive reviews. Papers that have already been accepted or are currently under review at other conferences or journals will not be considered for publication at ICDM '05. Paper submissions should be limited to a maximum of 8 pages in the IEEE 2-column format (see the IEEE Computer Society Press Proceedings Author Guidelines at http://www.computer.org/cspress/instruct.htm), and will be reviewed by the Program Committee on the basis of technical quality, relevance to data mining, originality, significance, and clarity. Please use the Submission Form on the ICDM '05 website to submit your paper.  Accepted papers will be published in the conference proceedings by the IEEE Computer Society Press. A selected number of IEEE ICDM '05 accepted papers will be invited for possible inclusion, in an expanded and revised form, in the Knowledge and Information Systems journal (http://www.cs.uvm.edu/~kais/) published by Springer-Verlag. IEEE ICDM Best Paper Awards will be conferred at the conference on the authors of (1) the best research paper and (2) the best application paper.  Application-oriented submissions will be considered for the best application paper award. Important Dates ---------------         June 15, 2005  Paper submissions                        Tutorial proposals                        Workshop proposals                        Panel proposals       August 20, 2005  Paper acceptance notices     September 7, 2005  Final camera-readies     November 27, 2005  Tutorials and Workshops November 28-30, 2005  Conference All paper submissions will be handled electronically. Detailed instructions are provided on the conference home page at http://www.cacs.louisiana.edu/~icdm05 Conference Co-Chairs:     *  Vijay Raghavan, University of Louisiana, Lafayette, USA        (raghavan@cacs.louisiana.edu)     *  Rajeev Rastogi, Bell Laboratories, Lucent, USA        (rastogi@research.bell-labs.com) Program Committee Chairs:     * Jaiwei Han, University of Illinois at Urbana-Champaign, USA       (hanj@cs.uiuc.edu)     * Benjamin Wah, University of Illinois at Urbana-Champaign, USA       (wah@uiuc.edu) Program Committee Vice-Chairs:     * Daniel Barbara, George Mason University, USA     * Tamraparni Dasu, AT&T Research, USA       * Inderjit Dhillon, University of Texas, USA     * Venkatesh Ganti, Microsoft Research, USA     * Bart Goethals, University of Antwerp, Belgium     * Dimitris Gunopulos, University of California, Riverside, USA     * George Karypis, University of Minnesota, USA     * Hillol Kargupta, University of Maryland, Baltimore County, USA     * S. Muthu Muthukrishnan, Rutgers University, USA     * Dino Pedreschi, University of Pisa, Italy     * Jian Pei, Simon Fraser University, Canada     * Raghu Ramakrishnan, University of Wisconsin-Madison, USA     * Sunita Sarawagi, IIT-Bombay, India     * Arno Siebes, Utrecht University, Netherlands     * Jeffrey X. Yu, Chinese University of Hong Kong, Hong Kong Panels Chair/Co-Chair     * Lee Giles, Pennsylvania State University, USA       (giles@ist.psu.edu)     * Gary Flake, Yahoo Research Labs, USA       (flakeg@yahoo-inc.com) Publicity Chairs     * Ning Zhong, Maebashi Institute of Technology, Japan       (zhong@maebashi-it.ac.jp)     * Zonghuan Wu, University of Louisiana, Lafayette, USA       (zwu@cacs.louisiana.edu) Proceedings Chair     * Xindong Wu, University of Vermont, USA       (xwu@emba.uvm.edu) Registrations Chair/Co-chair     * Elizabeth Diaz, University of Louisiana, Lafayette, USA       (elidiaz@bellsouth.net)     * Ying Xie, University of Louisiana, Lafayette, USA       (yxx2098@cacs.louisiana.edu) Workshops Chair     * Pawan Lingras, Saint Mary's University, Canada       (pawan@cs.stmarys.ca) Tutorials Chair     * Haesun Park, University of Minnesota, Twin Cities, USA       (hpark@cs.umn.edu) Budget Manager     * Biren Shah, University of Louisiana, Lafayette, USA       (bshah@cacs.louisiana.edu) Local Arrangements Chair/Co-chairs     * Elizabeth Diaz, University of Louisiana, Lafayette, USA       (elidiaz@bellsouth.net)     * Anna Robin, University of Louisiana, Lafayette, USA       (arobin@centurytel.net)     * Anca Doloc-Mihu, University of Louisiana, Lafayette, USA       (anca@louisiana.edu) ICDM Steering Committee     * Max Bramer, University of Portsmouth (UK)     * Nick Cercone, Dalhousie University (Canada)     * Ramamohanarao Kotagiri, University of Melbourne (Australia)     * Vipin Kumar, University of Minnesota (USA)     * Katharina Morik, University of Dortmund (Germany)     * Gregory Piatetsky-Shapiro, KDnuggets (USA)     * Benjamin W. Wah, University of Illinois, Urbana-Champaign (USA)     * Xindong Wu (Chair), University of Vermont (USA)     * Philip S. Yu, IBM T.J. Watson Research Center (USA)     * Ning Zhong, Maebashi Institute of Technology (Japan) Further Information Vijay Raghavan University of Louisiana, Lafayette, USA Phone: 337-482-6603 Fax: 337-482-5791 E-mail: raghavan@cacs.louisiana.edu    Êղؠ  ·ÖÏí   ¶¥(0)

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