ICDM 2018 - 18th Industrial Conference on Data Mining ICDM 2018

Website www.data-mining-forum.de | Edit Freely

Category Applications in Machine Learning; Data Mining; Classification; Image Mining; Big Data; Clustering; Frequent Item Set Mining; Time-Series Mining; Pattern Recognition

Deadline: January 15, 2018 | Date: July 11, 2018-July 12, 2018

Venue/Country: New York, U.S.A

Updated: 2017-08-13 19:13:16 (GMT+9)

Call For Papers - CFP

This conference is the thirteen conference in a series of industrial conferences on Data Mining that will 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.

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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

Theoretical and Application-oriented Topics in ...

Case-Based Reasoning and Similarity-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

Big Data and Algorithm for Big Data

Legal Informatics and Data Mining

Data Mining for Logistic and Supply Chain Management

Authors can submit their paper in long or short version.

Long Paper

The paper must be formatted in the Springer LNCS format. They should have at most 15 pages. The papers will be reviewed by the program committee. Accepted long papers will be published by Springer Verlag in the LNAI Series in the book Advances in Data Mining, edited by Petra Perner.

Please submit your Long Paper to the CMS-System.

Short Paper

Short papers are also welcome and can be used to describe work in progress or project ideas. They can have 5 to max. 15 pages, formatted in Springer LNCS format. Accepted short papers will be presented as poster in the poster session. They will be published in a special poster proceedings book.

Please submit your Short Paper and your Industry Paper to the CMS-System.

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.

Please submit your Short Paper and your Industry Paper to the CMS-System.

Notice that the submission is NOT the registration to the conference! Please fill out the registration form.

If you have any problem with the submission, please contact via email infodata-mining-forum.de.

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Program Committee

Chair

Petra Perner IBaI Leipzig, Germany

Committee

Ajith Abraham Machine Intelligence Research Labs (MIR Labs), USA

Brigitte Bartsch-Spörl BSR Consulting GmbH, Germany

Orlando Belo University of Minho, Portugal

Bernard Chen University of Central Arkansas, USA

Antonio Dourado University of Coimbra, Portugal

Jeroen de Bruin Medical University of Vienna, Austria

Stefano Ferilli University of Bari , Italy

Geert Gins KU Leuven, Belgien

Warwick Graco ATO, Australia

Aleksandra Gruca Silesian University of Technology, Poland

Hartmut Ilgner Council for Scientific and Industrial Research, South Africa

Pedro Isaias Universidade Aberta (Portuguese Open University), Portugal

Piotr Jedrzejowicz Gdynia Maritime University, Poland

Martti Juhola University of Tampere, Finland

Janusz Kacprzyk Polish Academy of Sciences, Poland

Mehmed Kantardzic University of Louisville, USA

Eduardo F. Morales INAOE, Ciencias Computacionales, Mexico

Armand Prieditris Newstar Labs, USA

Rainer Schmidt University of Rostock, Germany

Victor Sheng University of Central Arkansas, USA

Kaoru Shimada Section of Medical Statistics, Fukuoka Dental College, Japan

Gero Szepannek Santander Consumer Bank, Germany

An industrial exhibition running in connection with the conference will give you the opportunity to look at new trends and systems in industry and to present your research to industry.

Deadline Long Paper

New Deadline for Submission of Papers: 15.02.2018

Notification of acceptance: 18.03.2018

Submission of camera-ready copy: 05.04.2018

Please submit the electronic version of your long paper to the CMS-System

Deadline Short Paper and Industry paper

Extended Submission of papers: 20.05.2018

Notification of acceptance: 29.05.2018

Submission of camera-ready copy: 12.06.2018

Please submit the electronic version of your short or industry paper to the CMS-Short_Paper_and_Industry_Paper_System.