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ICDM 2022 : 22th Industrial Conference on Data Mining

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Conference Series : Industrial Conference on Data Mining
 
Link: http://www.data-mining-forum.de
 
When Jul 13, 2022 - Jul 17, 2022
Where New York, USA
Submission Deadline Jan 15, 2022
Notification Due Mar 18, 2022
Final Version Due Apr 5, 2022
Categories    data mining   big data   pattern recognition   classification
 

Call For Papers


The Aim of the Conference
This conference is the 20th 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
Civil Engineering
E-Commerce (Mining Logfiles)
Biotechnology
Quality Management
Multimedia Data (Image, Video, Text, Signals)
Web-Mining
Intrusion Detection in Networks
Criminology
Telecommunications
Social Sciences
Forensic Data Analysis
Drug Discovery
Agriculture
Smart Maintenance
Legal Court Cases
Energy Industries
Logistics and Supply Chain Management
Finance and Stock Markets
Meterology and more ...


Theoretical and Application-oriented Topics in ...

Big Data and Algorithm for Big Data
Case-Based Reasoning and Similarity-Based Reasoning
Clustering
Classification & Prediction
Statistical Learning
Association Rules
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 Energy Industry
Design of Experiment
Strategy of Experimentation
Capability Indices
Business Intelligence and Data Mining
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.

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 info@data-mining-forum.de.

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