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[PVS] Deadline Extension - Data Mining Conference (DMIN'10),Las Vegas



Title: Deadline Extension - Data Mining Conference (DMIN'10), Las Vegas

Call for papers - Deadline Extension

DMIN 2009 - The International Conference on Data Mining


 

You are invited to submit a full paperto the 2010 International Conference on Data Mining (DMIN'10) - part of the 22 conferences held simultaneously from 12-15 July 2010 at the 2010 WORLDCOMP conference, Monte Carlo Resort, Las Vegas, Nevada, USA. All accepted papers will be published in printed form in the conference proceedings and will be accessible online.

Deadline extension (for full papers): March 21, 2010!

SCOPE

Topics of interest include, but are not limited to, the following:

   + Data Mining Tasks
     - Regression/Classification
     - Time series forecasting
     - Segmentation/Clustering/Association
     - Deviation and outlier detection
     - Explorative and visual data mining
     - Web mining
     - Mining text and semi-structured data
     - Temporal and spatial data mining
     - Multimedia mining (audio/video)
     - Others

   + Data Mining Algorithms
     - Artificial neural networks
     - Fuzzy logic and rough sets
     - Decision trees/rule learners
     - Support vector machines
     - Evolutionary computation/meta heuristics
     - Statistical methods
     - Collaborative filtering
     - Case based reasoning
     - Link and sequence analysis
     - Ensembles/committee approaches
     - Others

   + Data Mining Integration
     - Mining large scale data
     - Distributed and grid based data mining
     - Data and knowledge representation
     - Data warehousing and OLAP integration
     - Integration of prior/domain knowledge
     - Metadata and ontologies
     - Agent technologies for data mining
     - Legal and social aspects of data mining
     - Others

   + Data Mining Process
     - Data cleaning and preparation
     - Feature selection and transformation
     - Attribute discretisation and encoding
     - Sampling and rebalancing
     - Missing value imputation
     - Model selection/assessment and comparison
     - Induction principles
     - Model interpretation
     - Others

   + Data Mining Applications
     - Bioinformatics/Medicine
     - Business/Industrial
     - Engineering
     - Military/Security
     - Social science
     - Others

   + Data Mining Software

We particularly encourage submissions of industrial applications and case studies from practitioners. These will not be evaluated using solely theoretical research criteria, but will take general interest and presentation stringer into consideration.

   + Alternative and additional examples of possible topics include:

Data Mining for Business Intelligence; Emerging technologies in data mining; Computational performance issues in data mining; Data mining in usability; Advanced prediction modelling using data mining; Data mining and national security; Data mining tools; Data analysis; Data preparation techniques (selection, transformation, and preprocessing); Information extraction methodologies; Clustering algorithms used in data mining; Genetic algorithms and categorization techniques used in data mining; Data and information integration; Microarray design and analysis; Privacy-preserving data mining; Active data mining; Statistical methods used in data mining; Multidimensional data; Automatic data cleaning; Data visualization; Theory and practice (knowledge representation and discovery); Knowledge Discovery in Databases (KDD); Uncerta inty management; Data reduction methods; Data engineering; Content mining; Indexing schemes; Information retrieval; Metadata use and management; Multidimensional query languages and query; Multimedia information systems; Search engine query processing; Pattern mining; Applications (examples: data mining in education, marketing, finance and financial services, business applications, medicine, bioinformatics, biological sciences, science and technology, industry and government, ...).

USEFUL WEB LINKS

To see the DBLP list of accepted papers in the last offering of DMIN, go to:

http://www.informatik.uni-trier.de/~ley/db/conf/dmin/dmin2009.html

 

The main web site of DMIN'10 can be found at:

http://www.dmin-2010.com 

 

The web site of WORLDCOMP'10 can be found at:

http://www.world-academy-of-science.org/

SUBMISSION OF PAPERS

Prospective authors are invited to submit their papers by uploading them to the DMIN'10 online paper collection and review system. Submissions must be uploaded by March 21, 2010 and they must be in pdf format. Details (submission system, typesetting formats etc.) can be found on the DMIN'10 web site at: http://www.dmin-2010.com/submission.htm

 

The length of the Camera-Ready papers (if accepted) will be limited to 7 (IEEE style) pages. Papers must not have been previously published or currently submitted for publication elsewhere. The first page of the draft paper should include: title of the paper, name, affiliation, postal address, and email address for each author. The first page should also identify the name of the Contact Author and a maximum of 5 topical keywords that would best represent the content of the paper.

 

Full papers will be evaluated for originality, significance, clarity, impact, and soundness. Each paper will be refereed by at least two experts in the field who are independent of the conference program committee. The referees' evaluations will then be reviewed by one member of the program committee who will recommend a decision to the chair of the track that the paper has been submitted to. The chair will make the final decision. Lastly, the final papers will be reviewed by one member of the program committee. 

 

All accepted papers will be published in the respective conference proceedings (in both, printed book form as well as online). The proceedings will be indexed in Inspec/IET/The Institute for Engineering and Technology, DBLP/Computer Science Bibliography, and others.) The printed proceedings will be available for distribution on site at the conference.

 

In addition to the publication of the proceedings, selected authors will be invited to submit extended versions of their papers for publication in a number of research books being proposed/contracted with various publishers (such as, Springer, Elsevier, IOS, ...) - these books would be composed after the conference. Also, many chairs of sessions and workshops will be forming journal special issues to be published after the conference. For DMIN'10, it is planned to publish extended paper s in a Special Issue in Annals of Information Systems focused on Web Mining.

 

CONFERENCE PURPOSE & HISTORY

 

DMIN'10 Conference is being held jointly (same location and dates) with a number of other research conferences (WORLDCOMP). WORLDCOMP is the largest annual gathering of researchers in computer science, computer engineering and applied computing. We anticipate to have 2,000 or more attendees from over 85 countries participating at WORLDCOMP Congress. A number of individual research tracks of the Congress have been held for many years; for example, PDPTA has been held annually since 1995 (PDPTA'10 is the 16th annual conference); ERSA has been held annually since 2001 (ERSA'10 is the 10th annual conference); ICAI has been held annually since 1999 (ICAI'10 is the 12th annual conference); DMIN has been held annually since 2003 (DMIN'10 is the 8th annual conference; originally it was offered as part of IKE). Other tracks of WORLDCOMP Congress have similar records.

 

The motivation behind this federated congress is to assemble a spectrum of affiliated research conferences into a coordinated research meeting held in a common place at a common time. The main goal is to provide a forum for exchange of ideas in a number of research areas that interact. The model used to form DMIN facilitates communication among researchers from all over the world in different fields of computer science, computer engineering, applied computing, information science, and computational biology. Both inward research (core areas) and outward research (multi-disciplinary, inter-disciplinary, and applications) will be covered during the conference. DMIN makes concerted effort to reach out to participants affiliated with diverse entities (such as: universities, institutions, corporations, government agencies, and research centers/labs) from all over the world. 

 

DMIN'10 will be composed of research presentations, keynote lectures, invited presentations, tutorials, panel discussions, and poster presentations. In recent past, keynote/tutorial/panel speakers have included (as part of the federated event): Prof. David A. Patterson (pioneer/computer architecture, U. of California, Berkeley), Dr. K. Eric Drexler (known as Father of Nanotechnology), Prof. John H. Holland (known as Father of Genetic Algorithms; U. of Michigan), Prof. Ian Foster (known as Fa ther of Grid Computing; U. of Chicago & ANL), Prof. Ruzena Bajcsy (pioneer/VR, U. of California, Berkeley), Prof. Barry    Vercoe (Founding member of MIT Media Lab, MIT), Dr. Jim Gettys (known as X-man, developer of X Window System, xhost; OLPC), Prof. John Koza (known as Father of Genetic Programming, Stanford U.), Prof. Brian D. Athey (NIH Program Director, U. of Michigan), Prof. Viktor K. Prasanna (pioneer, U. of Southern California), Dr. Jose L. Munoz (NSF Program Director and Consultant), Prof. Jun Liu (Broad Inst itute of MIT & Harvard U.), Anousheh Ansari (CEO, Prodea Systems & first female private space explorer), and many other distinguished speakers.  Tutorial speakers for data mining oriented tutorials have included Prof. Eamonn Keogh (U. of California,Riverside), Ashu M.G. Solo (Principal of Maverick Technologies America Inc.), Mikhail Golovnya (Senior Scientist, Salford Systems), Prof. Nitesh V. Chawla (U. of Notre Dame, USA), Dr. Peter Geczy (National Institute of Advanced Industrial Science and Technology (AIST), Japan), Prof. Asim Roy (Arizona State University), and Dr. Dan Steinberg (CEO of Salford Systems). 

 

To get a feeling about the events' atmosphere, see the  2009 delegates photos available at: http://www.pixagogo.com/1672514104 2008 delegates photos can be viewed at: http://www.pixagogo.com/8658134154

 

 

CONFERENCE SPONSORS

The list of co-sponsors of DMIN'10 will soon be finalized which will include research laboratories and centers affiliated with major institutions. The reputation and caliber of the co-sponsors of the 2010 WORLDCOMP conference will be comparable to the 2009 conference which included:

Past Academic Co-sponsors: Currently being prepared - The sponsors will include a number of active research labs and centers that have helped to shape our field. The Academic sponsors of the last offering of DMIN & WORLDCOMP included research labs and centers affiliated with United States Military Academy, Harvard University, MIT, Argonne National Lab., University of Illinois at Urbana-Champaign, University of Minnesota, University of Texas at Austin, Georgia Institute of Technology, George Mason University, Vienna University of Technology, University of Siegen, Russian Academy of Sciences, University of Iowa, SECLAB (Italy), University of North Dakota, Texas A&M University, National Institute for Health Research, International Society of Intelligent Biological Medicine, Academy of Biomedical Sciences and Technologies, and European Commission. For 2010, we will also include The Berkeley  ;Initiative in Soft Computing/BISC of University of California, Berkeley (confirmed.)  

Past Corporate Co-sponsors: Google, Intel, Salford Systems, Element CXI, Synplicity, NIIT, SuperMicro, HPCNano, Council on Medical & Care Compunetics, Scientific Tech. Corp., HoIP, GridToday.

CONFERENCE ORGANISING COMMITTEE

DMIN'10 Conference Chairs:

 

   Dr. Robert Stahlbock

   University of Hamburg, Germany

   conference-chair@dmin-2010.com

   (General Conference Chair)

 

   Dr. Sven F. Crone

   Lancaster University, United Kingdom

   s.crone@lancaster.ac.uk

   (Program Chair)

  

 

Members of the Steering Committee of WORLDCOMP 2010: (DMIN'10 is an important track of WORLDCOMP which is a federated event. What appears below is a partial list of members of the steering committee.)

 

   Prof. Hamid R. Arabnia

   Coordinator & General Co-Chair, WORLDCOMP 2010,

   Professor, Computer Science,

   Editor-in-Chief, The Journal of Supercomputing (Springer),

   Co-Editor/Board, Journal of Computational Science (Elsevier),

   Advisory Board, IEEE Technical Committee on Scalable Computing,

   The University of Georgia, Georgia, USA

   email: hra@cs.uga.edu

 

   Dr. Selim Aissi

   Chief Strategist - Security, Manageability and Virtualization,

   Ultra Mobile Group, Intel Corporation, USA

 

   Prof. Ruzena Bajcsy

   Member, National Academy of Engineering,

   IEEE Fellow, ACM Fellow,

   Professor, Electrical Engineering & Computer Sciences

   University of California, Berkeley, California, USA

 

   Prof. Hyunseung Choo

   ITRC Director of Ministry of Information & Communication, Korea,

   Director, ITRC: Intelligent HCI Convergence Research Center, Korea,

   Director, Korea Information Processing Society,

   Assoc. Editor, ACM Transactions on Internet Technology,

   Assoc. Editor, Transactions on Computational Science, Springer-Verlag;

   Director, Korean Society for Internet Info. (KSII) + Society for Sim.;

   Sungkyunkwan University, Korea

 

   Prof. Andy Marsh

   Director HoIP (Healthcare over Internet Protocol),

   Secretary-General WABT (World Academy of Biomedical Science & Tech.),

   Vice-president ICET (Int'l Council for Engineering & Technology),

   Vice-president ICMCC (Int'l Council on Medical & Care Compunetics),

   Visiting Professor, University of Westminster, UK

 

   Prof. Lotfi A. Zadeh

   Member, National Academy of Engineering,

   IEEE Fellow, ACM Fellow, AAAS Fellow, AAAI Fellow, IFSA Fellow,

   Director, Berkeley Initiative in Soft Computing,

   Professor, University of California, Berkeley, USA

 

IMPORTANT DATES

   February 20, 2010:  Proposals for organizing/chairing sessions/workshops
   March 21, 2010:      Submission of papers (about 5 to 7 pages)
   April 20, 2010:        Notification of acceptance
   May 1, 2010:           Camera-Ready papers and Registration due
   July 12-15, 2010:    The 2010 International Conference on Data Mining (DMIN'10)

CONTACT INFORMATION

General Enquiries: Robert Stahlbock
General Conference Chair

conference-chair@dmin-2010.com

 

Programme Committee: Sven F. Crone
Conference Programme Co-Chair

programme-chair@dmin-2010.com

 

Student Funding Enquiries:  Nikolaos Kourentzes
Student Chair & Conference Programm Co-Chair

student-chai@dmin-2010.com

 

Tutorials Session Proposals: Philippe Lenca
Tutorial Chair

tutorial-chair@dmin-2010.com

 

Special Session Proposals: Gary M. Weiss
Special Session Chair

special-session-chair@dmin-2010.com

 

Exhibitors & Corporate Sponsors : Wolfram Lippe
Exhibit Chair

exhibits-chair@dmin-2010.com