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ICDM 2021 : 21th 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 14, 2021 - Jul 18, 2021
Where New York, USA
Submission Deadline Jan 15, 2021
Notification Due Oct 4, 2021
Final Version Due May 25, 2021
Categories    data mining   big data   machine learning   patter recognition
 

Call For Papers

Call for Papers
21th Industrial Conference on Data Mining ICDM 2021

www.data-mining-forum.de
July 14 – 18, 2021, New York, USA

Chair:
Petra Perner
FutureLab Artificial Intelligence_IBaI_II
Institute of Computer Vision and applied Computer Sciences, IBaI

Program Committee

Ajith Abraham Machine Intelligence Research Labs (MIR Labs), USA
Mohamed, Bourguessa Universite du Quebec a Montreal - UQAM, Canada
Bernard Chen University of Central Arkansas, USA
Jeroen de Bruin University of Applied Sciences JOANNEUM, Austria
Antonio Dourado University of Coimbra, Portugal
Stefano Ferilli University of Bari, Italy
Geert Gins Glaxo Smith Kline, Belgium
Warwick Graco Australian Tax Office ATO, Australia
Aleksandra Gruca Silesian University of Technology, Poland
Pedro Isaias The University of Queensland, Australia
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
Lui Xiaobing Google Inc., USA
Eduardo F. Morales National Institute of Astrophysics, Optics, and Electronics, Mexico
Samuel Noriega Universitat de Barcelona, Spain
Wieslaw Paja University of Rzeszow, Poland
Juliane Perner Novartis Institutes for BioMedical Research (NIBR), Switzerland
Rainer Schmidt University of Rostock, Germany
Moti Schneider PCCW Global, Greece
Victor Sheng University of Central Arkansas, USA
Kaoru Shimada Fukuoka Dental College, Japan
Gregor Stiglic University of Maribor, Slovenia
Gero Szepannek University of Applied Sciences Stralsund, Germany
Joao Miguel Costa Sousa Technical University of Lisbon, Portugal
Markus Vattulainen Tampere University, Finnland
Zhu Bing Sichuan University, China


Aim of the Conference
This conference is 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.

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
• Metrology
• Finance
• Logistic
• Legal Informatics
• Social Media

Theoretical and Application-oriented Topics in ...

• Case-Based Reasoning
• Clustering
• Classification & Prediction
* Big Data, Algorithm for Big Data
• 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
• Organizational 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 Stock Market 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 15th, 2021
Notification of acceptance: March 18th, 2021
Submission of camera-ready copy April 5th, 2021

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 cm-system please do not hesitate to contact info@data-mining-forum.de.

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. The proceeding book will be an OPEN-ACCESS BOOK. Everyone in the world can freely look at your paper. 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 at least 5 pages but 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. The book will be published as an OPEN-ACESS BOOK. Everyone in the world can freely study your paper.

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 from 1 to 5 pages in Springer LNCS format. Colour illustrations are not possible.
The proceeding book will be published as an OPEN-ACCESS BOOK. Everyone in the world can freely study your paper.


Tutorials
Data Mining Tutorial
Prof. Dr. Petra Perner, Institute of Computer Vision and Applied Computer Sciences IBaI,, July 18, 2021
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 17, 2021
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, 2021
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 2021
* Workshop on Data Mining in Marketing DMM 2021
* International Workshop Case-Based Reasoning CBR-MD-AI&PR 2021
* Workshop on Multimedia Forensic Data Analysis MFDA 2021

Exhibition, 17th Industrial Exhibition on Intelligent Data and Image Analysis IEDA 2018, July 17-18. 2021. We like to invite you to present your company or publishing house at the Industrial Exhibition ieda 2021 (www.iedaexhibition.de).

Related Resources

ICDM 2020   20th IEEE International Conference on Data Mining
MLDM 2021   17th International Conference on Machine Learning and Data Mining
WSDM 2021   14th ACM Conference on Web Search and Data Mining
ICDM 2020   Call for Short&Industry Papers / 20th Industrial Conference on Data Mining ICDM 2020
FAIML 2020-Ei Compendex & Scopus 2020   2020 2nd International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2020)
AVC 2020   Advances in Vision Computing: An International Journal
PAKDD 2021   Pacific-Asia Conference on Knowledge Discovery and Data Mining
EAIADS 2020   Empowering Artificial Intelligence in Data Science
CISDM 2020   2020 2nd Euro-Asia Conference on Information System and Data Mining (CISDM 2020)
WSIM--Ei Compendex, Scopus 2021   2021 International Workshop on Information Management (WSIM 2021)--Ei Compendex, Scopus