[Corpora-List] CFP: ICML Workshop - Continuum from Labeled to Unlabeled Data

From: Rayid Ghani (rayid@cs.cmu.edu)
Date: Wed Apr 16 2003 - 11:11:45 MET DST

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    CALL FOR PAPERS
    ICML 2003 Workshop (Co-located with KDD 2003)
    The Continuum from Labeled to Unlabeled Data in Machine Learning and
    Data Mining
    August 21, 2003. Washington, DC.
     <http://www.accenture.com/techlabs/icmlworkshop2003/>
    http://www.accenture.com/techlabs/icmlworkshop2003/

    Important Dates
    Papers Due: May 5, 2003 (Extended Deadline)
    Notification: May 25, 2003
    Final Version Due: June 10, 2003
    Workshop: August 21, 2003

    There is a spectrum of ways to use data in machine learning and data
    mining. At the one end is completely unsupervised learning or
    clustering, and at the other end is supervised learning where the target
    output is known for every instance.

    This workshop aims to explore the space between these extremes, with
    particular attention to a variety of real-world applications, and
    sources of labels. Papers addressing novel types of data, methods of
    diagnosing when unlabeled data will help and when it will hinder, and
    applying techniques across multiple application domains and multiple
    levels of supervision are particularly encouraged. Papers discussing the
    acquisition of labels from real-world experts in real-world data mining
    problems are also encouraged. Data mining practitioners working on
    real-world problems with large amounts of captured/stored data but a
    high cost labeling process are encouraged to submit problem descriptions
    and possible solutions.
    We are soliciting the following types of submissions:
    -Regular Papers
    -Problem Descriptions from Machine Learning/Data Mining Practitioners
    -Debate Position Papers
    For more details, please look at
    <http://www.accenture.com/techlabs/icmlworkshop2003/>
    http://www.accenture.com/techlabs/icmlworkshop2003/
    Submissions should be sent by May 5, 2003 as PDF or PostScript files to
    Rayid.Ghani@accenture.com.

    Organizers
    Rayid Ghani
    Accenture Technology Labs

    Rosie Jones
    Overture Services

    Chuck Rosenberg
    Carnegie Mellon University
     
    Rayid Ghani
    Accenture Technology Labs
    312-693-6653
    www.accenture.com/techlabs/ghani



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