The 2010 International Conference on Data Mining - encaminhando

[Josmar Mazucheli <jmazucheli@uem.br>]

  CALL FOR PAPERS

                           DMIN'10
      The 2010 International Conference on Data Mining

                  http://www.dmin-2010.com

     Date and Location: July 12-15, 2010, Las Vegas, USA

You are invited to submit a full paper for consideration. All
accepted papers will be published in the 2010 DMIN conference
proceedings (in printed book form; later, the proceedings will
also be accessible online).

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

O  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

O  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

O  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

O  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

O  Data Mining Applications
  - Bioinformatics
  - Medicine Data Mining
  - Business/Corporate/Industrial Data Mining
  - Credit Scoring
  - Direct Marketing
  - Database Marketing
  - Engineering Mining
  - Military Data Mining
  - Security Data Mining
  - Social Science Mining
  - Others

  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 into consideration.

O  Data Mining Software
  - All aspects and modules

O  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); Uncertainty 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/


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.) In recent offerings of WORLDCOMP/DMIN,
  corporate sponsors included: Google, Intel, Salford Systems,
  Element CXI, Synplicity, NIIT, SuperMicro, HPCNano, Council on
  Medical & Care Compunetics, Scientific Tech. Corp., HoIP, GridToday.


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


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
  Father 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 Institute 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


SUBMISSION OF PAPERS, PUBLICATION, INDEXING INFORMATION:

  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 1, 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
  papers in a Special Issue in Annals of Information Systems
  focused on Web Mining.


IMPORTANT DATES:

  March 1, 2010:    Submission of papers (about 5 to 7 pages)
  March 25, 2010:   Notification of acceptance
  April 22, 2010:   Final papers + Copyright + Registration
  July 12-15, 2010: The 2010 International Conference on Data
                    Mining (DMIN'10)


MEMBERS OF PROGRAM AND ORGANIZING COMMITTEES:

  The Program Committee includes members of chapters of World
  Academy of Science (chapters: supercomputing; scientific
  computing; AI; imaging science; databases; simulation;
  software eng.; embedded systems; internet & web technologies;
  communications; computer security; & bioinformatics.) The
  Program Committee for DMIN'10 conference is currently
  being formed. Many who have already joined the committees
  of individual tracks are renowned leaders, scholars,
  researchers, scientists and practitioners of the highest
  ranks; many are directors of research labs., fellows of
  various societies, heads/chairs of departments, program
  directors of research funding agencies, deans and provosts.
  You can view the list of program committee of the last offering
  of DMIN at: http://www.dmin--2009.com/committees.htm
  Program Committee members are expected to have established
  a strong and documented research track record. Those
  interested in joining the Program Committee should email
  to the Program Chair (programme-chair@dmin-2010.com), the
  following information for consideration/evaluation:
  Name, affiliation and position, complete mailing address,
  email address, and a one-page biography that includes research
  expertise.


LOCATION OF CONFERENCE:

  DMIN'10 will be held at Monte Carlo Resort, Las Vegas,
  Nevada, USA (with any overflows at other near-by hotels).
  This is a mega hotel with excellent conference facilities and
  over 3,000 rooms. It is minutes from the airport with 24-hour
  shuttle service to and from the airport. This hotel has many
  recreational attractions, including: waterfalls, spa, pools,
  sunning decks, Easy River, wave pool, nightly shows, many
  restaurants, ... The hotel is adjacent to CityCenter
  ( http://en.wikipedia.org/wiki/CityCenter ) which is the
  largest private development in the United States' history
  (costing over $11 Billion); this offers access to additional
  recreational and entertainment attractions. The negotiated
  room rate for conference attendees is very reasonable.

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