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Call for papers: ICDM-2015

Call for Papers

        15th Industrial Conference on Data Mining ICDM 2015

               www.data-mining-forum.de

               July 15 – 19, 2015, Hamburg, Germany

               Chair: Prof. Dr. Petra Perner

Institute of Computer Vision and applied Computer Sciences, IBaI Leipzig/Germany

Aim of the Conference

This conference is the thirteen conference in a series of industrial conferences on Data Mining thatwill be held on yearly basis. Experts from different fields will present their applications and the results obtained by applying data mining. Besides that, newcomers in the field can get a fast introduction to Data Mining by taking the tutorial running in connection with the conference. In a problem/solution hour you will have the opportunity to present your application and ask for support by others or for cooperation in solving the problem. Paper submissions should be related but not limited to any of the following topics:

Topics of the conference

Paper submissions should be related but not limited to any of the following topics:

Applications of Data Mining in ...

•       Marketing

•       Medicine

•       E-Commerce (Mining Logfiles)

•       Biotechnology

•       Quality Management

•       Multimedia Data (Image, Video, Text, Signals)

•       Web-Mining

•       Intrusion Detection in Networks

•       Agriculture

•       Meterology

•       Finance

•       Logistic

•       Legal Informatics

•       Social Media

Theoretical and Application-oriented Topics in ...

•       Case-Based Reasoning

•       Clustering

•       Classification & Prediction

•       Statistical Learning

•       Association Rules

•       Telecommunication

•       Design of Experiment

•       Strategy of Experimentation

•       Capability Indices

•       Deviation and Novelty Detection

•       Control Charts

•       Conceptional Learning

•       Goodness Measures and Evaluation (e.g. false discovery rates)

•       Inductive Learning Including Decision Tree and Rule Induction Learning

•       Organisational Learning and Evolutional Learning

•       Sampling Methods

•       Similarity Measures and Learning of Similarity

•       Statistical Learning and Neural Net Based Learning

•       Visualization and Data Mining

•       Deviation and Novelty Detection

•       Feature Grouping, Discretization, Selection and Transformation

•       Feature Learning

•       Frequent Pattern Mining

•       Learning and Adaptive Control

•       Learning/Adaption of Recognition and Perception

•       Learning for Handwriting Recognition

•       Learning in Image Pre-Processing and Segmentation

•       Mining Financial or Stockmarket Data

•       Mining Motion from Sequence

•       Subspace Methods

•       Support Vector Machines

•       Time Series and Sequential Pattern Mining

•       Desirabilities

•       Graph Mining

•       Agent Data Mining

•       Applications in Software Testing

•       Knowledge Management

•       Mining Social Media

•       Online Targeting & Controlling

•       Behavioral Targeting

•       Meteorological Data Mining

•       Data Mining in Logistics

•       Data Mining in Energy Industry

•       Business Intelligence and Data Mining

•       Legal Informatics and Data Mining

•       Data Mining for Logistic and Supply Chain Management

Important Dates

Deadline for paper submission:        January 15, 2015

Notification of acceptance:           March 18 , 2015

Submission of camera-ready copy:      April 05, 2015

Authors can submit their papers in long or short version:

Papers will be submitted via online reviewing systems. Please submit the PDF-File of your camera-ready paper through the relevant COMMENCE conference management system. Please look for more information to http://www.data-mining-forum.de. If you have any problems with the system please do not hesitate to contact .

Long Papers (Oral Papers)

Long papers must be formatted in the Springer LNCS format. They should have at most 15 pages. Papers will be reviewed by the program committee. Accepted long papers will appear in the proceedings book "Advances in Data Mining" published by ibai-publishing Prof. Dr. Petra Perner.  Extended versions of selected papers will be published in a special issue of an international journal after the conference.

Short Paper (Poster Papers)

Short papers are also welcome and can be used to describe work in progress or project ideas. They should have no more than 15 pages, formatted in Springer LNCS format. Accepted short papers will be presented as posters in the poster session. They will be published in a special poster proceedings book.

Industry Papers

We encourage industrial people to show their applications and projects for data mining. This work can be presented as poster during the poster session in the special industry track. Please submit a one page abstract including title, name and affilation. Accepted industry Presentation will be published in the Series Industry proceedings "Advances in Data Mining".

The size of the paper can range form 1 to 5 pages in Springer LNCS format. Colour illustrations are not possible.

We recommend you to consider carefully the reviewers comments in the

preparation of your final manuscript.

Tutorials

Data Mining Tutorial

Prof. Dr. Petra Perner, Institute of Computer Vision and Applied Computer Sciences IBaI, July 19, 2015 http://www.data-mining-forum.de/t_dm.php

Case-Based Reasoning Tutorial

Prof. Dr. Petra Perner, Institute of Computer Vision and Applied Computer Sciences IBaI, July 18, 2015 http://www.data-mining-forum.de/t_cbr.php

Intelligent Image Interpretation and Computer Vision in Mediceine, Biotechnology, Chemistry & Food Industry

Prof. Dr. Petra Perner, Institute of Computer Vision and Applied Computer Sciences IBaI, July 14, 2015 http://www.data-mining-forum.de/t_iicv.php

Workshops (http://www.data-mining-forum.de/workshops.php)´

Workshop I-Business to Manufacturing and LifeScience B2ML 2015 July 17, 2015, Workshop Chairs: Petra Perner, Institute of Computer Vision and applied Computer Sciences, IBaI, Germany

Workshop on Data Mining in Marketing DMM 2015 July 17, 2015, Workshop Chair: Petra Perner, Institute of Computer Vision and applied Computer Sciences, IBaI, Germany

International Workshop Case-Based Reasoning CBR-MD 2015 July 17, 2015, Workshop Chair: Petra Perner, Institute of Computer Vision and applied Computer Sciences, IBaI, Germany

Exhibition

14th Industrial Exhibition on Intelligent Data and Image Analysis IEDA 2015 July 17-19, 2015, We like to invite you to present your company or publishing house at the Industrial Exhibition ieda 2015 (www.iedaexhibition.de).

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Новини
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