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, FinlandJanusz 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 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. 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 [email protected].

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 OPENACCESS 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).