ICDM 2012 - IEEE International Conference on Data Mining (ICDM 2012)

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Category ICDM 2012

Deadline: June 20, 2012 | Date: December 10, 2012-December 13, 2012

Venue/Country: Brussels, Belgium

Updated: 2011-05-21 09:16:17 (GMT+9)

Call For Papers - CFP

http://www.cs.uvm.edu/~icdm/

Data mining foundations

Novel data mining algorithms in traditional areas (such as classification, regression, clustering, probabilistic modeling, and association analysis)

Algorithms for new, structured, data types, such as arising in chemistry, biology, environment, and other scientific domains

Developing a unifying theory of data mining

Mining sequences and sequential data

Mining spatial and temporal datasets

Mining textual and unstructured datasets

High performance implementations of data mining algorithms

Mining in targeted application contexts

Mining high speed data streams

Mining sensor data

Distributed data mining and mining multi-agent data

Mining in networked settings: web, social and computer networks, and online communities

Data mining in electronic commerce, such as recommendation, sponsored web search, advertising, and marketing tasks

Methodological aspects and the KDD process

Data pre-processing, data reduction, feature selection, and feature transformation

Quality assessment, interestingness analysis, and post-processing

Statistical foundations for robust and scalable data mining

Handling imbalanced data

Automating the mining process and other process related issues

Dealing with cost sensitive data and loss models

Human-machine interaction and visual data mining

Security, privacy, and data integrity

Integrated KDD applications and systems

Bioinformatics, computational chemistry, geoinformatics, and other science & engineering disciplines

Computational finance, online trading, and analysis of markets

Intrusion detection, fraud prevention, and surveillance

Healthcare, epidemic modeling, and clinical research

Customer relationship management

Telecommunications, network and systems management

Steering Committee

The Steering Committee coordinates the conference series. It decides where and when the next conference will be held, and selects the Program Chair(s).

Xindong Wu (Chair), University of Vermont, USA

David J. Hand, Imperial College, London, UK

Ramamohanarao Kotagiri, University of Melbourne, Australia

Vipin Kumar, University of Minnesota, USA

Heikki Mannila, University of Helsinki, Finland

Gregory Piatetsky-Shapiro, KDnuggets, USA

Shusaku Tsumoto, Shimane University, Japan

Benjamin W. Wah, The Chinese University of Hong Kong, China

Philip S. Yu, University of Illinois at Chicago, USA

Osmar R. Zaiane, University of Alberta, Canada

Conference Publications

ICDM proceedings are published by the IEEE Computer Society Press. A selected number of ICDM accepted papers will be expanded and revised for possible inclusion in the KAIS journal (Knowledge and Information Systems, by Springer-Verlag) each year. This will be mentioned in all calls for papers of the ICDM conference. KAIS will publish the calls for papers of the ICDM conferences once a year without any charges, by the conference organizers' request, to publicize the mutual support for the success of ICDM and KAIS.