Lecture Notes in Data Mining

Point Estimation Algorithms Applications of Bayes Theorem Similarity Measures Decision Trees Genetic Algorithms Classification: Distance Based Algorithms Decision Tree-Based Algorithms Covering (Rule-Based) Algorithms Clustering: An Overview Clustering Hierarchical Algorithms Clustering Partitional Algorithms Clustering: Large Databases Clustering Categorical Attributes Association Rules: An Overview Association Rules: Parallel and Distributed Algorithms Association Rules: Advanced Techniques and Measures Spatial Mining: Techniques and Algorithms.