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CALL
FOR PAPERS
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The
2006 International Conference on Data Mining
http://www.dmin-2006.com
One
of 28 conferences at the 2006 WORLDCOMP World Congress in Computer
Science, Engineering and Applied Computing
Monte Carlo Resort, Las Vegas, Nevada, USA
June
26-29, 2006
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Dear
Researchers & Practitioners!
You
are invited to participate in the 2006 International Conference on Data
Mining! DMIN'06 is an international conference held simultaneously with
28 other joint conferences as part of WORLDCOMP'06, The 2006 World
Congress in Computer Science, Computer Engineering, and Applied
Computing. WORLDCOMP'06 is one of the largest annual gatherings of
researchers and practitioners in computer science, computer engineering
and applied computing. Each of the joint conferences in WORLDCOMP is a
premier conference for presentation of advances in their respective
fields (for the complete list of joint conferences please see
www.dmin-2006.com
). The last set of conferences (DMIN'05 and affiliated events) had
research contributions from 76 countries and had attracted over 1,500
participants. It is anticipated to have over 2,000 participants for the
2006 event.
You
are invited to submit a draft paper via our website. All accepted papers
will be published in the respective conference proceedings. The names of
technical session/workshop organizers/chairs will appear on the cover of
the proceedings/books as Associate Editors.
TOPICS OF INTEREST 8include, but are not limited to:
Data
Mining Tasks
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Regression / Classification
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Time series forecasting
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Segmentation / Clustering / Association
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Deviation and outlier detection
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Explorative and visual data mining
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Web mining
-
Mining text and semi-structured data
-
Temporal and spatial data mining
-
Multimedia mining (audio / video)
-
Others
Data
Mining Algorithms
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Artificial neural networks
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Fuzzy logic and rough sets
-
Decision trees / rule learners
-
Support vector machines
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Evolutionary computation / meta heuristics
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Statistical methods
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Collaborative filtering
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Case based reasoning
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Link and sequence analysis
-
Ensembles/committee approaches
-
Others
Data
Mining Integration
-
Mining large scale data
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Distributed and grid based data mining
-
Data and knowledge representation
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Data warehousing and OLAP integration
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Integration of prior/domain knowledge
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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
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Attribute discretisation and encoding
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Sampling and rebalancing
-
Missing value imputation
-
Model selection / assessment and comparison
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Induction principles
-
Model interpretation
-
Others
Data
Mining Applications
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Bioinformatics / Medicine
-
Business / Industrial
-
Engineering
-
Military / Security
-
Social science
-
Data mining software
-
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 stronger into consideration.
DRAFT PAPER
We
welcome all contributions through theoretical research papers and
industrial reports and case studies on applications in form of regular
research papers of 7 pages IEEE style. In addition, we welcome student
research proposals as short papers of 4 pages plus plenary presentations
to receive guidance from established experts, online demonstrations of
prototype software systems of 1 page and presentation in informal poster
sessions. Accepted submissions include:
-
regular research papers (max. 7 pages IEEE style, formal presentation)
-
regular application reports (max. 7 pages IEEE style, formal
presentation)
-
short research papers (max. 4 pages IEEE style, poster presentation)
-
short application reports (max. 4 pages IEEE style, poster presentation)
-
student research proposals (max. 4 pages IEEE style, formal
presentation)
-
software demonstrations (max. 1 page IEEE style, online presentation)
-
posters (max. 1 page IEEE style, poster presentation)
Prospective authors are invited to submit their draft paper (between 1
to 7 pages, standard 2 column IEEE style) via our online submission
systems by Feb. 20, 2006. Online submissions of PDF-files via the
conference management system are encouraged. In selected exceptions an
E-mail submission in MS Word or Adobe PDF format or Fax or postal
submissions are also acceptable.
CAMERA READY PAPERS
The
length of the camera ready papers accepted will be limited to 7 IEEE
style pages. Standard IEEE templates & typing instructions, copyright
forms, conference registration forms etc. will be supplied upon
acceptance. After the conference, selected papers will be considered for
publication in appropriate journals and special issues. All conference
proceedings are considered for inclusion in major database indexes that
are designed to provide easy access to the current literature of the
sciences (e.g.: ISI Thomson Scientific, IEE INSPEC ...). Presentation
time and form will be limited to 20 minutes depending on the submission
category
PAPER SUBMISSION
Please visit the conference website at
www.dmin-2006.com
IMPORTANT DATES
March 1, 2006 - Draft papers due
March 28, 2006 - Notification of acceptance
April 20, 2006 - Camera ready papers & Pre-registration due
June
26-29, 2006 - 2006 DMIN & WORLDCOMP
CONFERENCE FEES
Non-students fee: $490 ($100 late registration after April 20 2005)
Full-time student fee: $390 ($100 late registration after April 20 2005)
The
fee includes: books + 4 breakfasts + 12 refreshment breaks + one formal
dinner + booklets + CDs + access to all tutorial sessions + access to
all sessions of all conferences
CONFERENCE VENUE
The
conferences will be held in the Monte Carlo Resort, Las Vegas, Nevada,
USA. (with any overflows at other near-by hotels) The Monte Carlo is a
mega hotel with excellent conference facilities & over 3,000 rooms, with
extensive recreational attractions, including: waterfalls, spa, pools &
kiddie pools, sunning decks, easy river water ride, wave pool with
cascades, lighted tennis courts, health spa (with workout equipment,
whirlpool, sauna, ...), arcade virtual reality game rooms, nightly
shows, snack bars, a number of restaurants, shopping area, bars, casino
etc. (most are open 24 hours a day & suitable for families & children).
The hotel is minutes from the airport with 24-hour shuttle service to &
from the airport. The hotel is within walking distance from most other
attractions (major shopping areas, recreational destinations, fine
dining & night clubs, free street shows etc.). The room rate for
conference attendees is US$79.- per room per night (single or double
occupancy).
LAS
VEGAS INFO
Las
Vegas is located in Nevada, neighbouring California, Oregon, Idaho,
Utah, and Arizona, and only a few driving hours away from: Los Angeles,
San Diego, Phoenix, Grand Canyon, ...
http://www.lasvegas.com
-
http://www.ci.las-vegas.nv.us
-
http://www.lvchamber.com
CONFERENCE ORGANISATION
General Conference Chair: Sven F. Crone, email:
s.crone@dmin-2006.com
Lancaster University, Management School, Department of Management
Science,
www.lums.lancs.ac.uk
Program chairs:
Stefan Lessmann, email:
s.lessmann@dmin-2006.com
Robert Stahlbock, email:
r.stahlbock@dmin-2006.com
University of Hamburg, Department of Business Administration, Institute
of Information Systems,
www.uni-hamburg.de/IWI
If
you have any questions regarding the special session or the conference
please do no hesitate to contact the session Organiser:
Sven
F. Crone
Lancaster University
Management Science
Lancaster LA1 4XY
United Kingdom
eMail s.crone@dmin-2006.com
The
world's largest gathering of researchers in computer science, computer
engineering and applied computing: The 2006 World Congress in Computer
Science, Computer Engineering, and Applied Computing (WORLDCOMP'06) is
composed of the following 28 conferences (all will be held
simultaneously, same location and date: June 26-29, 2005, Las Vegas,
USA):
PDPTA'06 - The 2006 International Conference on Parallel & Distributed
Processing Techniques & Applications
CSC'06 - The 2006 International Conference on Scientific Computing
GCA'06 - The 2006 International Conference on Grid Computing &
Applications
SAM'06 - The 2006 International Conference on Security & Management
ICAI'06 - The 2006 International Conference on Artificial Intelligence
MLMTA'06 - The 2006 International Conference on Machine Learning;
Models, Technologies & Applications
SERP'06 - The 2006 International Conference on Software Engineering
Research & Practice
PLC'06 - The 2006 International Conference on Programming Languages &
Compilers
ICOMP'06 - The 2006 International Conference on Internet Computing
SWWS'06 - The 2006 International Conference on Semantic Web & Web
Services
CDES'06 - The 2006 International Conference on Computer Design
RTCOMP'06 - The 2006 International Conference on Real-Time Computing
Systems & Applications
ESA'06 - The 2006 International Conference on Embedded Systems &
Applications
ICWN'06 - The 2006 International Conference on Wireless Networks
PSC'06 - The 2006 International Conference on Pervasive Systems &
Computing
IPCV'06 - The 2006 International Conference on Image Processing,
Computer Vision, & Pattern Recognition
CGVR'06 - The 2006 International Conference on Computer Graphics &
Virtual Reality
MSV'06 - The 2006 International Conference on Modeling, Simulation &
Visualization Methods
CGD'06 - The 2006 International Conference on Computer Games Development
FECS'06 - The 2006 International Conference on Frontiers in Education:
Computer Science & Computer Engineering
FCS'06 - The 2006 International Conference on Foundations of Computer
Science
EEE'06 - The 2006 International Conference on e-Learning, e-Business,
Enterprise Information Systems, e-Government, & Outsourcing
DMIN'06 - The 2006 International Conference on Data Mining
IKE'06 - The 2006 International Conference on Information & Knowledge
Engineering
BIOCOMP'06 - The 2006 International Conference on Bioinformatics &
Computational Biology
CNAN'06 - The 2006 International Conference on Computing in
Nanotechnology
ERSA'06 - The 2006 International Conference on Engineering of
Reconfigurable Systems & Algorithms
CIC'06 - The 2006 International Conference on Communications in
Computing
A
link to each conference's URL can be found at
http://www.world-academy-of-science.org
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