Classifications of Data mining systems

3 weeks ago

1. Based on the kinds of databases mined:

  • According to model
    • Relational mining system
    • Transactional mining system
    • Object-oriented mining system
    • Object-Relational mining system
    • Data warehouse mining system
  • Types of Data
    • Spatial data mining system
    • Time series data mining system
    • Text data mining system
    • Multimedia data mining system

2. Based on kinds of Knowledge mined

  • According to functionalities
    • Characterization
    • Discrimination
    • Association
    • Classification
    • Clustering
    • Outlier analysis
    • Evolution analysis
  • According to levels of abstraction of the knowledge mined
    • Generalized knowledge (High level of abstraction)
    • Primitive-level knowledge (Raw data level)
  • According to mine data regularities versus mine data irregularities

3. Based on kinds of techniques utilized

  • According to user interaction
    • Autonomous systems
    • Interactive exploratory system
    • Query-driven systems
  • According to methods of data analysis
    • Database-oriented
    • Data warehouse-oriented
    • Machine learning
    • Statistics
    • Visualization
    • Pattern recognition
    • Neural networks

4. Based on applications adopted

  • Finance
  • Telecommunication
  • DNA
  • Stock markets
  • E-mail and so on
Bench Partner
Sep 24, 2021
More related questions

Questions Bank

View all Questions

Top