Statistical Pattern Recognition pdf epub mobi txt 电子书 下载 2024


Statistical Pattern Recognition

简体网页||繁体网页
Andrew R. Webb
Wiley
2011-11-15
666
USD 75.00
Paperback
9780470682289

图书标签: 机器学习  模式识别  统计  MachineLearning  TML  pattern_recognition  计算机科学  英國   


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发表于2024-12-23

Statistical Pattern Recognition epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Statistical Pattern Recognition epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Statistical Pattern Recognition pdf epub mobi txt 电子书 下载 2024



图书描述

Statistical pattern recognition relates to the use of statistical techniques for analysing data measurements in order to extract information and make justified decisions. It is a very active area of study and research, which has seen many advances in recent years. Applications such as data mining, web searching, multimedia data retrieval, face recognition, and cursive handwriting recognition, all require robust and efficient pattern recognition techniques. This third edition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences. The book has been updated to cover new methods and applications, and includes a wide range of techniques such as Bayesian methods, neural networks, support vector machines, feature selection and feature reduction techniques.Technical descriptions and motivations are provided, and the techniques are illustrated using real examples. Statistical Pattern Recognition, 3rd Edition:* Provides a self-contained introduction to statistical pattern recognition.* Includes new material presenting the analysis of complex networks.* Introduces readers to methods for Bayesian density estimation.* Presents descriptions of new applications in biometrics, security, finance and condition monitoring.* Provides descriptions and guidance for implementing techniques, which will be invaluable to software engineers and developers seeking to develop real applications* Describes mathematically the range of statistical pattern recognition techniques.* Presents a variety of exercises including more extensive computer projects. The in-depth technical descriptions make the book suitable for senior undergraduate and graduate students in statistics, computer science and engineering. Statistical Pattern Recognition is also an excellent reference source for technical professionals. Chapters have been arranged to facilitate implementation of the techniques by software engineers and developers in non-statistical engineering fields. www.wiley.com/go/statistical-pattern-recognition

Statistical Pattern Recognition 下载 mobi epub pdf txt 电子书

著者简介

Andrew R. Webb和Keith D. Copsey目前任职于英国Malvern的Mathematics and Data Analysis Consultancy公司,是机器学习方向的著名专家。


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