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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 to9:
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.
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, 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 industry & application reports (max. 7 pages IEEE style,
informal poster presentation)
- short research papers (max. 4 pages IEEE style, poster presentation)
- short industry & 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, poster presentation
/ online demonstration)
- 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 as MS Word document or Adobe PDF formats 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
February 20th, 2006 - Draft papers due
March 20, 2006 - Notification of acceptance
April 20, 2006 - Camera ready papers & Pre-registration due
June 26-29, 2006 - 2006 DMIN & WORLDCOMP
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@ndmin-2006.com
University of Hamburg, Department of Business Administration, Institute
of Information Systems, www.uni-hamburg.de/IWI
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
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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