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UNIT-V (Cluster Analysis (Basic Concepts & Methods, Cluster Analysis,…
UNIT-V
Mining Frequent Patterns
Association and Correlations
Basic Concepts
Frequent itemset Mining methods
Apriori Algorithm
Generate Association rules from Frequent itemsets
Improving the efficiency of Apriori
A pattern-growth approach for mining frequent itemsets
using frequent itemset using Vertical data format
Mining closed and max. patterns
Pattern Evaluation Methods
Advanced Pattern Mining
A Road map
Pattern mining in Multilevel
Multidimensional space
Constraint Based Frequent Mining
Classification
Basic Concepts
Decision Tree induction
Bayes Classification Method
Rule based Classification
Model evaluation & selection
techniques to improve classification accuracy
Classification Advanced Methods
Bayesian Belief networks
Classification by Back Propagation
Support Vector Method
Classification using frequent Patterns
lazy learners
other classification methods
Cluster Analysis
Basic Concepts & Methods
Cluster Analysis
partitioning methods
Hierarchical Methods
Density based Methods
Grid based Methods
Evaluation of Clustering
Advanced Cluster Analysis
Probabilistic Model based Clustering
Clustering High Dimensional Data
Clustering Graph & Network data
Clustering & Constraints