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Data Mining/KDD Process - Coggle Diagram
Data Mining/KDD Process
Data Pre-Processing
Data integration
Normalization
Feature selection
Dimensiona Reduction
Data Mining
Pattern discovery
Association and Correlation
Classification
Clustering
Outlier Analysis
etc.,
Post-Processing
Pattern Evaluation
Pattern Seslection
Pattern Interpretation
Pattern Visualization
Multi-Dimensional View of Data Mining
Knowledge to be mined
Characterization
Discrimination
Association
Classification
Clustering
Trend/Deviation
Outlier Analysis
Descriptive vs Predictive Data Mining
Multiple/Integrated functions and mining at multiple levels
Data to be Mined
Database Data
Data Warehouse
Transactional Data
Stream
Spatiotemporal
Time-Series
Sequence
Text and Web
Graphs and Social and Information network
Multimedia
Techniques utilized
Data-Intensive
Data warehouse (OLAP)
Machine Lerning
Statistics
Pattern recognition
Visualization
high-performance
Applications adapted
Retail
Telecom
banking
Fround analysis
Bio-data mining
Stock market Analysis
Text mining
Web Mining