Rough Sets and Data Mining - International Workshop
In conjunction with the 15th International Conference on Conceptual Structures (ICCS 2007)
July 22nd, 2007, Sheffield Hallam University, UK
The conference focuses on the use of conceptual structures in formalizing and processing semantic contents of ontologies, in particular in relation with the semantic web technologies. It addresses primarily the advances in conceptual structures, modelling, representation, and visualization of concepts, conceptual knowledge acquisition, and the theory and applications of formal ontologies.
Since introduction of rough sets by Zdzislaw Pawlak in the early eighties, we have witnessed great advances in both their theory and applications. There is a growing research interest in foundations of rough sets, with some relationships to other methodologies already established. Rough sets are linked with decision support and intelligent systems, soft and granular computing, data mining and KDD, as well as pattern recognition and machine learning. A wide range of rough sets applications, alone or combined with other techniques, has been proposed in many fields including: business and finances; bioinformatics and medicine; environmental and social studies; multimedia mining and processing. Rough sets are also well-represented in the areas of compound concept approximation and hierarchical reasoning, which results in a nice match of the workshop with the main conference.
The workshop will focus on the foundations and applications of rough sets. We encourage papers linking the theoretical and algorithmic foundations of rough sets with diverse areas, including:
In the same way, we encourage both purely rough-set-based and hybrid approaches to the following domains of applications, especially those connected to real-life data and databases:
The workshop will be combined with the tutorial introducing rough set theory and applications.
All the papers accepted to the workshop will be published by Springer in the LNCS/LNAI series.
The above fees include access to all workshops and the conference + two sets of the proceedings.
Dominik Slezak
Infobright Inc., Canada
slezak@infobright.com
Daryl Hepting
University of Regina, Canada
dhh@cs.uregina.ca
Kenneth Revett
University of Westminster, the UK
biomodelling@aol.com
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