Hands-on Pattern Mining

Part 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.

• Erscheinungsdatum: 10.07.2025
• Autor/Autorin: Uday Kiran Rage
• Reihe: Professional and Applied Computing (R0)
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 15.9 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 200 Seiten
• ISBN: 9789819667918
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
• Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.