Through statistical, syntactic, and neurological approaches, the core ideas, techniques, and applications of pattern recognition are explored in this book. It is broken up into four sections that clearly show the differences and similarities between the three methods. The statistical pattern recognition approach is covered in the second section, which begins with a basic example and concludes with unsupervised learning via clustering. In the third section, the syntactic method is covered, along with issues like parsing and string grammars, higher dimensional representations, and graphical approaches. An outstanding summary of the developing neural approach is provided in part four, which also looks at feedforward networks and pattern relationships. Every chapter offers the reader relevant literature to go deeper into a particular issue in addition to examples.
৳1927 ৳2127-9.4%
- Brand: Wiley
- SKU: 9788126513703
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