Final CFP (IEEE Data Mining 2004)

icdm at wi-lab.com icdm at wi-lab.com
Tue May 18 05:55:13 EST 2004


[Apologies if you receive this more than once]
 
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 Final Call for Papers
 
 ICDM '04: The Fourth IEEE International Conference on Data Mining
 
 Sponsored by the IEEE Computer Society
 Brighton, UK
 November 1-4, 2004
 
 http://icdm04.cs.uni-dortmund.de
 
 ********************************************************************
 - Paper submission due: June 1, 2004
 - Submission websites: 
              http://icdm04.cs.uni-dortmund.de
              http://www.wi-lab.com/cyberchair/icdm04/html/submit.html
 - Electronic submissions are required in the form of PDF file
 *********************************************************************
 
 ICDM'04 Invited Speakers:
 
 Wray Buntine (Helsinki Institute of Information Technology, Finland)
 David Hand (Imperial College, UK)
 Thorsten Joachims (Cornell University, USA)
 Ming Li (University of Waterloo, Canada)
 --------------------------------------------------------------------
 
 The 2004 IEEE International Conference on Data Mining (IEEE ICDM '04)
 provides a leading international forum for the dissemination of
 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 '04.
 
 Paper submissions should be limited to a maximum of 8 two-column pages
 in the Latex (or Word) style file for IEEE Computer Society conference
 proceedings, and will be reviewed by the Program Committee on the
 basis of technical quality, relevance to data mining, originality,
 significance, and clarity. All paper submissions will be handled
 electronically. Please use the Submission Form on the ICDM '04 website
 to submit your paper. Formatting instructions are given on the
 website. Accepted papers will be published in the conference
 proceedings by the IEEE Computer Society Press.
 
 A selected number of IEEE ICDM '04 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 1, 2004  Paper submissions
                     Tutorial proposals
                     Workshop proposals
                     Panel proposals
 
     August 5, 2004  Paper acceptance notices
  September 1, 2004  Final camera-readies
   November 1, 2004  Tutorials and Workshops
 November 2-4, 2004  Conference
 
 All paper submissions will be handled electronically. Detailed
 instructions are provided on the conference home page at
 http://icdm04.cs.uni-dortmund.de
 
 Conference Chair:
 
    * Max Bramer, University of Portsmouth, UK
      (Max.Bramer at port.ac.uk)
 
 Program Committee Chairs:
 
    * Katharina Morik, University of Dortmund (Germany)
      (morik at kimo.cs.uni-dortmund.de)
    * Rajeev Rastogi, Bell Laboratories, Lucent (USA)
      (rastogi at research.bell-labs.com)
 
 Vice Chairs:
 
    * Jean-Francois Boulicaut, University of Lyon (France)
    * Johannes Fuernkranz, University of Vienna (Austria)
    * Minos Garofalakis, Bell Labs (USA)
    * Thomas Hofmann, Brown University (USA)
    * HV Jagadish, University of Michigan (USA)
    * Eamonn Keogh, University of California, Riverside (USA)
    * Xiaohui Liu, Brunel University (UK)
    * Ramakrishnan Srikant, IBM Research (USA)
    * Jaideep Srivastava, University of Minnesota (USA)
    * Einoshin Suzuki, Yokohama National University (Japan)
 
 Industry Chair:
 
    * Rheza Nakhaeizadeh, Daimler Research (Germany)
      (rheza.nakhaeizadeh at daimlerchrysler.com)
 
 Panel Chair:
 
    * Fosca Gianotti, University of Pisa (Italy)
      (fosca.giannotti at isti.cnr.it)
 
 Tutorial Chair:
 
    * Kyuseok Shim, Seoul National University (South Korea)
      (shim at ee.snu.ac.kr)
 
 Workshops Chair:
 
    * Stan Matwin, University of Ottawa (Canada)
      (stan at site.uottawa.ca)
 
 Publicity Chair/Web Master:
 
    * Ning Zhong, Maebashi Institute of Technology (Japan)
      (zhong at maebashi-it.ac.jp)
 
 Proceedings Chair:
 
    * Xingdong Wu, University of Vermont (USA)
      (xwu at emba.uvm.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
 
 Rajeev Rastogi
 Rm 2B-301,
 700 Mountain Avenue,
 Murray Hill, NJ 07974,
 USA
 
 Phone: +1-908-582-3728
 Fax: +1-908-582-1239
 E-mail: rastogi at research.bell-labs.com
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