DMIN'06 The 2006 International
Conference on Data Mining

WWW.DMIN-2006.COM

DMIN'06 CfP

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Conference Chair:
Sven F. Crone

eMail  sven.crone (at)
dmin-2006.com

Conference & Programme
Co-chairs
:
Robert Stahlbock
Stefan Lessmann
 

 

 

 

 

 

 

DMIN'06 Call for Papers in Text Format

Please feel free to disseminate the CfP at your own discretion.

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CfP - 2006 International Conference on Data Mining - DMIN'06

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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

- 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

- 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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