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DATA MINING (MODELS (THE HOPFIELD NETWORK (1982), THE KOHONEN NETWORK…
DATA MINING
WHAT?
MACHINE LEARNING
INFORMATION SCIENCE
STATISTICS
VISUALIZATION
DATABASE TECHNOLOGY
MODELS
THE HOPFIELD NETWORK (1982)
THE KOHONEN NETWORK (1988)
THE BOLTZMANN MACHINE (1984)
THE ADAPTIVE RESONANCE THEORY (1987)
COMPETITIVE LEARNING (1976, 1985)
BACK PROPAGATION NEURAL NETWORKS (1986)
MODELS CLASSIFICATION
KNOWLEDGE PRESENTATION
DATA
iNFORMATION
KNOWLEDGE
WISDOM
LEARNINGS
DECISION TREE/REGRESSION TREE
ASSOCIATION RULES
NEURAL NETWORKS
NEAREST NEIGHBOUR
SUPPORT VECTOR MACHINE
CLUSTERING
PARTITIVE
SELF-ORGANIZING MAP
K-MEANS
APPLICATIONS
MARKET SEGMENTATION
SOCIAL NETWORK ANALYSIS
ORGANIZE COMPUTING CLUSTER
HEIRARCHICAL
AGGLOMERATIVE
DIVISIVE
REGRESSION (MODELS)
CO-VARIANCE MATRIX
MULTIPLE LINEAR REGRESSION
SIMILARITY FUNCTIONS
K NEAREST NEIGHBOURS
FREQUENCY TABLE
DECISION TREE
OTHERS
ARTIFICIAL NEURAL NETWORK
SUPPORT VECTOR MACHINE