First
International Workshop on
Knowledge Discovery in Data Streams
September 24, 2004, Pisa, Italy
in conjunction with ECML/PKDD 2004: The 15th European
Conference on Machine Learning (ECML) and The 8th European
Conference on Principles and Practice of Knowledge Discovery in
Databases (PKDD), September 20-24, 2004, Pisa, Italy.
Motivation
Databases are growing incessantly and many sources produce data
continuously. In many cases, we need to extract some sort of
knowledge from this continuous stream of data. Examples include
customer click streams, telephone records, large sets of web
pages, multimedia data, scientific data, and sets of retail chain
transactions. These sources are called data streams. The goal of
this workshop is to convene researchers who deal with decision
rules, decision trees, association rules, clustering, filtering,
preprocessing, post processing, feature selection, visualization
techniques, etc. from data streams and related themes. We are
looking for all possible contributions related to inductive
learning from data streams.
Chairs
Important Dates
Submission deadline: June 21, 2004 (extended)
Notification of acceptance: July 15, 2004 (extended)
Camera-ready copies due: July 26, 2004
Support
The
workshop will be supported by KddNet (already approved) and the
Andalusian Government in Spain,
by means of
the 3rd Research Plan
(pending approval).
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