Ten Lectures on Statistical and Structural Pattern Recognition
- ISBN-10
- 140200642X
- ISBN-13
- 9781402006425
- Category
- Business & Economics
- Pages
- 556
- Language
- English
- Published
- 2002-05-31
- Publisher
- Springer Science & Business Media
- Authors
- Vaclav Hlavac, M.I. Schlesinger
Description
This monograph explores the close relationship of variouswell-known pattern recognition problems that have so far beenconsidered independent. These relationships became apparent with thediscovery of formal procedures for addressing known problems and theirgeneralisations. The generalised problem formulations were analysedmathematically and unified algorithms were found. The main scientificcontribution of this book is the unification of two main streams inpattern recognition - the statistical one and the structuralone. The material is presented in the form of ten lectures, each ofwhich concludes with a discussion with a student."Audience: " The book is intended for both researchers and studentswho work in knowledge management and organisation, machine learning, statistics, and symbolic and algebraic manipulations. It provides newviews and numerous original results in their field. Written in aneasily accessible style, it introduces the basic building blocks ofpattern recognition, demonstrates the beauty and the pitfalls ofscientific research, and encourages good habits in readingmathematical text.
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