Description
Book SynopsisPart I Fundamentals 1 Getting Started with PAMI: Introduction, Maintenance, and Usage.- 2 Handling Big Data: Classification, Storage, and Processing Techniques.- 3 Transactional Databases: Representation, Creation, and Statistics.- 4 Pattern Discovery in Transactional Databases.- 5 Temporal Databases: Representation, Creation, and Statistics.- 6 Pattern Discovery in Temporal Databases.- 7 Spatial Databases: Representation, Creation, and Statistics.- 8 Pattern Discovery in Spatial Databases.- 9 Utility Databases: Representation, Creation, and Statistics.- 10 Pattern Discovery in Utility Databases.- 11 Sequence Databases: Representation, Creation, and Statistics.- 12 Pattern Discovery in Sequence Databases.- Part II Advanced Concepts 13 Mining Symbolic Sequences.- 14 Pattern Discovery in Fuzzy Databases.- 15 Knowledge Discovery in Uncertain Databases.- 16 Finding Useful Patterns in Graph Databases.- Part III Applications 17 Discovering Air Pollution Patterns through the KDD Process.- 18 Discovering Futuristic Pollution Patterns Using Forecasting and Pattern Mining.
