Special Session on
Industrial
Applications of Data Mining: New Paradigms for New Challenges
Córdoba, Spain
1 - 4 June 2010
held within
IEA-AIE’2010,
The Twenty Third International
Conference on Industrial, Engineering & Other Applications of
Applied Intelligent Systems
Motivation
Data Mining has been successfully applied in many different
industrial applications. In fact, the very existence and goal of data
mining is to be successful in these applications, in terms of results
and implementation costs. Some industrial applications, however, are
still problematic for a proper use of data mining. In these
applications, off-the-shelf techniques, methodologies and suites are
not suitable, because they are not capable to analyse the type or
volume of data, there are huge human resources involved because a lack
of automation, or simply because traditional techniques give poor
results. These data-mining hard nuts can only be cracked with new
paradigms in the data mining field. The session invites papers which
show how these difficult problems can be solved with new and innovative
approaches, ideas taken from other fields, or changes in the
methodology.
We encourage submissions that describe the application of data
mining (also including machine learning and statistical modelling)
methods to real-world problems. We will particularly appreciate
exploratory research that describes novel applications requiring
non-standard techniques in industrial, commercial or scientific domains.
The topics of the papers can include but are not limited to the
following topics:
Important
Dates
Workshop
Program Committee
Special
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Organisers Submission
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