December 2012
Intermediate to advanced
407 pages
10h 18m
English
Content preview from Pattern Recognition and Machine Learning
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1
Recognition and Learning by a Computer
KEYWORDS
pattern recognition
learning
representation
underconstrained problem
generalization
transformation
recognition/learning system
In the past computers have been used mainly as tools for data processing. As the processing speed and the amount of data that can be processed by a computer have increased, we have discovered that we can use computers as more intelligent information processing tools. With this idea in mind, we can look at how a computer could be used for recognizing patterns and learning new information. This book is based on the idea that recognition and learning by a computer can be looked at as the process of generating an appropriate representation for information and transforming ...
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