The 22nd International Conference on Data Mining (ICDM 2022) is dedicated to Data mining research including software, systems, algorithms and applications.
The 22nd International Conference on Data Mining (ICDM 2022) topics include:
- Theoretical and Application-oriented Topics
- Clustering
- Case-Based Reasoning and Similarity-Based Reasoning
- Statistical Learning
- Classification & Prediction
- Telecommunication
- Association Rules
- Strategy of Experimentation
- Design of Experiment
- Deviation and Novelty Detection
- Capability Indices
- Conceptional Learning
- Control Charts
- Inductive Learning Including Decision Tree and Rule Induction Learning
- Goodness Measures and Evaluation (e.g. false discovery rates)
- Sampling Methods
- Organisational Learning and Evolutional Learning
- Statistical Learning and Neural Net Based Learning
- Similarity Measures and Learning of Similarity
- Deviation and Novelty Detection
- Visualization and Data Mining
- Feature Learning
- Feature Grouping, Discretization, Selection and Transformation
- Learning and Adaptive Control
- Frequent Pattern Mining
- Learning for Handwriting Recognition
- Learning/Adaption of Recognition and Perception
- Mining Financial or Stockmarket Data
- Learning in Image Pre-Processing and Segmentation
- Subspace Methods
- Mining Motion from Sequence
- Time Series and Sequential Pattern Mining
- Support Vector Machines
- Graph Mining
- Desirabilities
- Applications in Software Testing
- Agent Data Mining
- Mining Social Media
- Knowledge Management
- Behavioral Targeting
- Online Targeting & Controlling
- Data Mining in Logistics
- Meteorological Data Mining
- Business Intelligence and Data Mining
- Data Mining in Energy Industry
- Legal Informatics and Data Mining
- Big Data and Algorithm for Big Data
- Data Mining for Logistic and Supply Chain Management
- Applications of Data Mining in
- Medicine
- Marketing
- Biotechnology
- E-Commerce (Mining Logfiles)
- Multimedia Data (Image, Video, Text, Signals)
- Quality Management
- Intrusion Detection in Networks
- Web-Mining
- Meterology
- Agriculture
The 22nd International Conference on Data Mining (ICDM 2022) will be held in New York City on 13-17 July 2022.
