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20th Industrial Conference on Data Mining ICDM 2020

ICDM 2020 www.data-mining-forum.de

The Aim of the Conference

20th Industrial Conference on Data Mining ICDM 2020

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 ( 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. Papers will appear in the conference proceedings.

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.

If you have any problem with the submission, please contact via email info@

    When

    15 July 2020 @ 09:00

    19 July 2020 @ 04:00

    Duration: 4 days, 7 hours

    Timezone: 0


    Where

    20th Industrial Conference on Data Mining ICDM 2020

    851 6th Avenue

    New York

    United States


    Organised by

    Institute of Computer Vision and applied Computer Sciences IBaI

    +493418612273

    http://www.ibai-institut....

    info@ibai-institut.de