Data Mining Using Grammar Based Genetic Programming and Applications

• Κύριοι συγγραφείς: Wong, Man Leung (Συγγραφέας), Leung, Kwong Sak (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2002.
• Σειρά: Genetic Programming, 3
• Θέματα: Computer science.; Data structures (Computer science).; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Structures, Cryptology and Information Theory.

Data mining involves the non-trivial extraction of implicit, previously unknown, and potentially useful information from databases. Genetic Programming (GP) and Inductive Logic Programming (ILP) are two of the approaches for data mining. This book first sets the necessary backgrounds for the reader,...

Πίνακας περιεχομένων:

• An Overview of Data Mining
• An Overview on Evolutionary Algorithms
• Inductive Logic Programming
• The Logic Grammars Based Genetic Programming System (LOGENPRO)
• Data Mining Applications Using LOGENPRO
• Applying LOGENPRO for Rule Learning
• Medical Data Mining
• Conclusion and Future Work.