Outlier Analysis

• Κύριος συγγραφέας: Aggarwal, Charu C. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Έκδοση: 2nd ed. 2017.
• Θέματα: Computer science.; Data mining.; Artificial intelligence.; Statistics.; Computer Science.; Data Mining and Knowledge Discovery.; Statistics and Computing/Statistics Programs.; Artificial Intelligence (incl. Robotics).

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can b...