Pattern Recognition An Algorithmic Approach /

• Κύριοι συγγραφείς: Murty, M. Narasimha (Συγγραφέας), Devi, V. Susheela (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London, 2011.
• Έκδοση: 1.
• Σειρά: Undergraduate Topics in Computer Science,
• Θέματα: Computer science.; Computer Science.; Computer Science, general.

Observing the environment, and recognising patterns for the purpose of decision-making, is fundamental to human nature. The scientific discipline of pattern recognition (PR) is devoted to how machines use computing to discern patterns in the real world. This must-read textbook provides an exposition...

Πίνακας περιεχομένων:

• Introduction
• Representation
• Nearest Neighbour Based Classifiers
• Bayes Classifier
• Hidden Markov Models
• Decision Trees
• Support Vector Machines
• Combination of Classifiers
• Clustering
• Summary
• An Application: Handwritten Digit Recognition.