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IEEE ICDM 2011 Call for Papers
ICDM '11: The 11th IEEE International Conference on Data Mining
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Sponsored by the IEEE Computer Society
December 11-14, 2011, Vancouver, Canada
Important Dates
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April 1, 2011: Workshop proposals
June 17, 2011: ICDM paper submission
(11:59pm Hawaii time)
June 24, 2011: Demo and Tutorial submission
August 5, 2011: Workshop paper submission
September 16, 2011: ICDM paper notifications
September 23, 2011: Workshop paper notifications
The IEEE International Conference on Data Mining (ICDM) has
established itself as the world's premier research conference in data
mining. The 11th edition of ICDM (ICDM '11) provides a leading forum
for presentation of original research results, as well as exchange and
dissemination of innovative, practical development experiences. The
conference covers all aspects of data mining, including algorithms,
software and systems, and applications. In addition, ICDM draws
researchers and application developers from a wide range of data
mining related areas such as statistics, machine learning, pattern
recognition, databases and data warehousing, data visualization,
knowledge-based systems, and high performance computing. By promoting
novel, high quality research findings, and innovative solutions to
challenging data mining problems, the conference seeks to continuously
advance the state-of-the-art in data mining. Besides the technical
program, the conference will feature invited talks from research and
industry leaders, workshops, tutorials, panels, and the ICDM data
mining contest.
Paper Submissions
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High quality papers in all data mining areas are solicited. Original
papers exploring new directions will receive especially careful
consideration. Papers that have already been accepted or are currently
under review for other conferences or journals will not be considered
for ICDM '11.
Paper submissions should be limited to a maximum of 10 pages in the
IEEE 2-column format
be triple-blind reviewed by the Program Committee on the basis of
technical quality, relevance to data mining, originality,
significance, and clarity. Papers that do not comply with the
Submission Guidelines
be rejected without review.
Accepted papers will be published in the conference proceedings by the
IEEE Computer Society Press and accorded oral presentation times in
the main conference. Submissions accepted as regular papers will be
allocated 10 pages in the proceedings. Submissions accepted as short
papers will be allocated 6 pages in the proceedings and will have a
shorter presentation time at the conference than regular papers.
A selected number of IEEE ICDM '11 accepted papers will be invited for
possible inclusion, in expanded and revised form, in the Knowledge and
by Springer-Verlag.
Please click here
submit your papers to ICDM2011.
ICDM Best Paper Awards
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IEEE ICDM Best Paper Awards will be conferred at the conference on the
authors of (1) the best research paper, (2) the best application
paper, and (3) the best student paper. Strong, foundational results
will be considered for the best research paper award and application
-oriented submissions will be considered for the best application
paper award. The best student paper award will be given to the authors
of the best paper written solely by one or more students.
Tutorials
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ICDM '11 will host short and long tutorials that focus on new research
directions and initiatives. The deadline for submission of tutorial
proposals is June 24, 2011.
Please click here
to see Call for Tutorials.
Workshops
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ICDM '11 will host short and long workshops that focus on new research
directions and initiatives. All accepted workshop papers will be
included in a separate workshop proceedings published by the IEEE
Computer Society Press.
The deadline for workshop proposals is April 1, 2011. The deadline
for Workshop paper submissions is August 5, 2011.
to see the workshop details.
ICDM Data Mining Contest
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ICDM '11 will host a data mining contest to challenge researchers and
practitioners with a real practical data mining problem.
For further details on the contest, please click here
ICDM Data Mining Demos and Exhibits
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ICDM '11 will host demos and exhibits. The exhibitors will be given
the opportunity to distribute product, service, and company
literature, give demonstrations and carry out recruitment activities.
Demos are solicited for demonstrating data mining software systems and
libraries closely related to the area of data mining and knowledge
discovery, or showing new technological advances in applying data
mining techniques.
Please click here
see Call for Demos.
Topics of Interest
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Topics related to the design, analysis and implementation of data
mining theory, systems and applications are of interest. These
include, but are not limited to the following areas: data mining
foundations, mining in emerging domains, methodological aspects and
the KDD process, and integrated KDD applications, systems, and
experiences.
- Data mining foundations
Novel data mining algorithms in traditional areas (such as classification,
regression, clustering, probabilistic modeling, pattern discovery,
and association analysis)
Models and 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
Distributed data mining
High performance implementations of data mining algorithms
Privacy and anonymity-preserving data analysis
- Mining in emerging domains
Stream Data Mining
Mining moving object data, RFID data, and data from sensor networks
Ubiquitous knowledge discovery
Mining multi-agent data and agent-based data mining
Mining and link analysis in networked settings: web, social and computer
networks, and online communities
Mining the semantic web
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
Integration of data warehousing, OLAP and data mining
Data mining query languages
Security and data integrity
- Integrated KDD applications, systems, and experiences
Bioinformatics, computational chemistry, ecoinformatics
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
Sustainable mobility and intelligent transportation systems
Student Travel Scholarships
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A limited number of student travel scholarships will be available to
support student authors to attend ICDM 2011 to present their
papers. The student travel scholarship committee will make the final
decision for the final awarded students.
In general, US$500 to US$1000 will be awarded to each successful
applicant.
Organizing Committee
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Conference Co-Chairs:
Osmar Zaiane (University of Alberta, Canada)
Wei Wang (University of North Carolina at Chapel Hill, USA)
Program Co-Chairs:
Jian Pei (Simon Fraser University, Canada)
Diane Cook (Washington State University, USA)
Steering Committee:
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 (University of Illinois, Urbana-Champaign, USA)
Philip S. Yu (University of Illinois at Chicago, USA)
Osmar R. Zaiane (University of Alberta, Canada)
Local Arrangements Chair:
Martha Casey-Knight (Independent Consultant - Event Coordinator at the
Prevention of Organ Failure Centre of Excellence, Vancouver)
Carson Leung (University of Manitoba, Canada)
Finance Chair:
Charles X. Ling (University of Western Ontario, Canada)
Sponsorship Co-Chairs:
Wei Ding (University of Massachusetts Boston, USA)
Gabor Melli (PredictionWorks, USA)
Workshop Co-Chairs:
Myra Spiliopoulou (University of Magdeburg, Germany)
Haixun Wang (Microsoft Research Asia, China)
Tutorial Co-Chairs:
Evimaria Terzi (Boston University, USA)
Jure Leskovec (Stanford University, USA)
Exhibits and Demos Co-Chairs:
Ming Hua (Facebook, USA)
Alex Thomo (University of Victoria, Canada)
Contest Co-Chairs:
Ashok Srivastava (NASA Ames, USA)
Larry Holder (Washington State University, USA)
PhD Forum Co-Chairs:
Rosa Meo (University of Torino, Italy)
Alfredo Cuzzocrea (Institute of High Performance Computing and Networking, Italy)
Publicity Co-Chairs:
Olfa Nasraoui (University of Louisville, USA)
Latifur Khan (University of Texas at Dallas)
Jie Tang (Tsinghua University, China)
Panel Chair:
George Karypis (University of Minnesota, USA)
Documentation Chair:
Gabor Melli (PredictionWorks, USA)
Web Master:
Justin Fagnan (University of Alberta)
Further Information
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