Topics for Core Data Mining
- Parallel and distributed data mining algorithms
- Data streams mining
- Graph mining
- Spatial data mining
- Text video, multimedia data mining
- Web mining
- Pre-processing techniques
- Visualization
- Security and information hiding in data mining
Theoretical and Application-oriented Topics
- Parallel and distributed data mining algorithms
- Data streams mining
- Graph mining
- Spatial data mining
- Text video, multimedia data mining
- Web mining
- Pre-processing techniques
- Visualization
- Security and information hiding in data mining
Theoretical and Application-oriented Topics
- Case-Based Reasoning and Similarity-Based Reasoning
- Clustering
- Classification & Prediction
- 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
- Organisational 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 Stockmarket 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
- Marketing
- Medicine
- E-Commerce (Mining Logfiles)
- Biotechnology
- Quality Management
- Multimedia Data (Image, Video, Text, Signals)
- Web-Mining
- Intrusion Detection in Networks
- Agriculture
- Meterology
