ICDM 2024: 24th Industrial Conference on Data Mining ICDM 2024 Hotel Dresden, Germany, July 10-14, 2024

Aim of the Conference

The aim of the conference is to bring together researchers from all over the world who deal with machine learning and data mining in order to discuss the recent status of the research and to direct further developments. Basic research papers as well as application papers are welcome.

Chair

Petra Perner Institute of Computer Vision and Applied Computer Sciences IBaI,Germany

Program Committee

• Plamen Angelov Lancaster University, United Kingdom
• Yingying Chen Rutgers University, USA
• Antonio Dourado University of Coimbra, Portugal
• Stefano Ferilli University of Bari, Italy
• Warwick Graco Analytics Shed, Australia
• Aleksandra Gruca Silesian University of Technology, Poland
• Pedro Isaias The University of New South Wales, Australia
• Piotr Jedrzejowicz Gdynia Maritime University, Poland
• Martti Juhola University of Tampere, Finland
• Janusz Kacprzyk Polish Academy of Sciences, Poland
• Ling Liu Georgia Institute of Technology, USA
• Eduardo F. Morales National Institute of Astrophysics, Optics, and Electronics,Mexico
• Wieslaw Paja University of Rzeszow, Poland
• Victor Sheng University of Central Arkansas, USA
• Iren Todorova Valova University of Massachusetts Dartmouth, USA

Topics of the conference

Paper submissions should be related but not limited to any of the following topics:

Applications of Data Mining in ...

• MarketingMedicineCivil Engineering
• E-Commerce (Mining Logfiles)
• BiotechnologyQuality Management
• Multimedia Data (Image, Video, Text, Signals)
• Web-Mining
• Intrusion Detection in Networks
• Criminology
• Telecommunications
• Social SciencesForensic Data Analysis
• Drug Discovery
• Agriculture
• Smart Maintenance
• Legal Court Cases
• Energy Industries
• Logistics and Supply Chain Management
• Finance and Stock Markets
• Meterology, Blockchain and more ...

Theoretical and Application-oriented Topics in ...

• Big Data and Algorithm for Big Data
• Case-Based Reasoning and Similarity-Based Reasoning
• ClusteringClassification & Prediction
• Statistical LearningAssociation 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 LearningSampling 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 MiningLearning and Adaptive Control
• Learning/Adaption of Recognition and Perception
• Learning for Handwriting Recognition
• Learning in Image Pre-Processing and Segmentation
• Mining Financial or Stockmarket
• DataMining Motion from Sequence
• Subspace Methods
• Support Vector Machines
• Time Series and Sequential Pattern Mining
• DesirabilitiesGraph Mining
• Agent Data MiningApplications in Software Testing
• Knowledge Management
• Mining Social MediaOnline Targeting & ControllingBehavioral Targeting
• Meteorological Data Mining
• Data Mining in Energy Industry
• Design of ExperimentStrategy 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 paper or short paper 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 published in the conference proceedings.Please submit your Long Paper to the CMS-System.A special issue will be set up for the Intern. Journal Transactions on Machine Learning and Data Mining. https://easychair.org/conferences/?conf=icdm2024

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 to the CMS-System. https://easychair.org/conferences/?conf=icdm2024

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 Industry Paper to the CMS-System.

https://easychair.org/conferences/?conf=icdm2024