DATA MINING 2014

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

• 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

Applications of Data Mining

• Marketing
• Medicine
• E-Commerce (Mining Logfiles)
• Biotechnology
• Quality Management
• Multimedia Data (Image, Video, Text, Signals)
• Web-Mining
• Intrusion Detection in Networks
• Agriculture
• Meterology