21th Industrial Conference on Data Mining (ICDM 2021)

Topics

• Theoretical and Application-oriented
  • Case-Based Reasoning and Similarity-Based Reasoning
  • Big Data and Algorithm for Big Data
  • Classification & Prediction
  • Clustering
  • Association Rules
  • Statistical Learning
  • Control Charts
  • Deviation and Novelty Detection
  • Goodness Measures and Evaluation (e.g. false discovery rates)
  • Conceptional Learning
  • Organisational Learning and Evolutional Learning
  • Inductive Learning Including Decision Tree and Rule Induction Learning
  • Similarity Measures and Learning of Similarity
  • Sampling Methods
  • Visualization and Data Mining
  • Statistical Learning and Neural Net Based Learning
  • Feature Grouping, Discretization, Selection and Transformation
  • Deviation and Novelty Detection
  • Frequent Pattern Mining
  • Feature Learning
  • Learning/Adaption of Recognition and Perception
  • Learning and Adaptive Control
  • Learning in Image Pre-Processing and Segmentation
  • Learning for Handwriting Recognition
  • Mining Motion from Sequence
  • Mining Financial or Stockmarket Data
  • Support Vector Machines
  • Subspace Methods
  • Desirabilities
  • Time Series and Sequential Pattern Mining
  • Agent Data Mining
  • Graph Mining
  • Knowledge Management
  • Applications in Software Testing
  • Online Targeting & Controlling
  • Mining Social Media
  • Meteorological Data Mining
  • Behavioral Targeting
  • Design of Experiment
  • Data Mining in Energy Industry
  • Capability Indices
  • Strategy of Experimentation
  • Legal Informatics and Data Mining
  • Business Intelligence and Data Mining
  • Data Mining for Logistic and Supply Chain Management
• Applications of Data Mining
  • Medicine
  • Marketing
  • E-Commerce (Mining Logfiles)
  • Civil Engineering
  • Quality Management
  • Biotechnology
  • Web-Mining
  • Multimedia Data (Image, Video, Text, Signals)
  • Criminology
  • Intrusion Detection in Networks
  • Social Sciences
  • Telecommunications
  • Drug Discovery
  • Forensic Data Analysis
  • Smart Maintenance
  • Agriculture
  • Energy Industries
  • Legal Court Cases
  • Finance and Stock Markets
  • Logistics and Supply Chain Management
  • Meterology and more..