دومین کنفرانس داده کاوی ایران

دومین کنفرانس داده کاوی ایران

2nd Iran Data Mining Conference

دومین کنفرانس داده کاوی ایران در تاریخ ۲۱ آبان ۱۳۸۷ تا ۲۲ آبان ۱۳۸۷ توسط دانشگاه صنعتی امیرکبیر و موسسه پژوهشی داده پردازان گیتا در شهر تهران برگزار گردید.


Conference Topics

Data Mining Process
- Data preparation techniques
- Data reduction methods
- Data cleaning and preparation
- Feature selection and transformation
- Sampling and rebalancing
- Missing value imputation
- Model selection/assessment and comparison
- Model comparison
- Model interpretation
- Others

Data Mining Applications
- Engineering
- System and Manufacturing
- Industry and government
- System planning and management
- Urban planning and management
- Logistics/Traffic management
- Science and technology
- Education
- Business/Industrial
- Marketing
- Finance and financial services
- Insurance
- Social science
- Military/Security
- Bioinformatics/Medicine
- Biological sciences
- Risk analysis
- Emergency planning services
- Health, safety and environment (HSE)
- Others
Data Mining Tasks
- Classification/partitioning
- Clustering
- Association
- Segmentation
- Regression
- Advanced prediction modeling
- Temporal data mining
- Spatial data mining
- Time series forecasting
- Deviation and outlier detection
- Explorative and visual data mining
- Web mining
- Text Mining
- Mining semi-structured data
- Content mining and pattern mining
- Multimedia mining (audio/video)
- Explorative and visual data mining
- Others

Data Mining Algorithms
- Clustering algorithms
- Genetic algorithms and categorization techniques
- Fuzzy logic and rough sets
- Artificial neural networks
- Decision trees/rule learners
- Statistical methods
- Case based reasoning
- Link and sequence analysis
- Others


Data Mining Integration
- Mining large scale data
- Multidimensional data
- Distributed and grid based data mining
- Data visualization
- Knowledge Discovery in Databases (KDD)
- Data and knowledge representation
- Data warehousing
- OLAP integration
- Others


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