دومین کنفرانس داده کاوی ایران

      دومین کنفرانس داده کاوی ایران

      دومین کنفرانس داده کاوی ایران

      • سه شنبه 21 آبان 1387

      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

      نظرات

      • استان تهران - شهر تهران
        مشاهده وبسایت کنفرانس