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DMIN'07: Topics
Last modified
2006-11-30 01:05
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Topics of interest include, but are not limited to,
the following:
- Emerging technologies in data mining
- Information extraction methodologies
- Decision trees used in mining data
- Data mining and national security
- Data mining tools
- Knowledge discovery in databases (KDD)
- Text and Web mining
- Active data mining
- Privacy-preserving data mining
- Data analysis
- Content mining
- Indexing schemes
- Ontologies
- Data and information integration
- Data preparation techniques (selection, transformation, and preprocessing)
- Clustering algorithms used in data mining
- Genetic algorithms and categorization techniques used in data mining
- Microarray design and analysis
- Multidimensional query languages and query optimization
- Statistical methods used in data mining
- Automatic data cleaning
- Pattern mining
- Computational performance issues in data mining
- Fuzzy logic and data mining
- Spatial and temporal data mining
- Search engine query processing
- Multidimensional data
- Case studies and prototypes
- Advanced prediction modeling using data mining
- Neural network techniques used in data mining
- Data visualization
- Data warehousing
- Theory and practice - knowledge representation and discovery
- Uncertainty management
- Discovery agents
- Data reduction methods
- Data engineering
- Data mining in usability
- Information retrieval
- Metadata use and management
- Multimedia information systems
- Applications (examples: data mining in education, marketing, finance and financial services, business applications, medicine, bioinformatics, biological sciences, science and technology, industry and government, ...)
