Serclios Theodoridis於1973年在雅典大學獲得物理學學士學位,又分彆於1975和1978年在英國伯明翰大學獲得信號處理與通信碩士和博士學位。自1995年,他是希臘雅典大學信息與通信係教授。他有4篇論文獲得IEEE的神經網絡會刊的卓越論文奬,他是IET和IEEE高級會員。
Konstatinos Koutroumbas,1989年畢業於希臘佩特雷大學的計算機工程與信息學院,1990年在英國倫敦大學獲得計算機科學碩士學位,1995年在希臘雅典大學獲得博士學位。自2001年任職於希臘雅典國傢天文颱空間應用與遙感研究院,是國際知名的專傢。
Book Description
The only book to combine coverage of classical topics with the most recent methods just developed, making it a complete resource on using all the techniques in pattern recognition today.
Product Description
This book considers classical and current theory and practice, of both supervised and unsupervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods are incorporated in this edition: semi-supervised learning, combining clustering algorithms, and relevance feedback.
This edition includes many more worked examples and diagrams (in two colour) to help give greater understanding of the methods and their application. Computer-based problems will be included with MATLAB code. An accompanying book contains extra worked examples and MATLAB code of all the examples used in this book.
# Thoroughly developed to include many more worked examples to give greater understanding of this mathematically oriented subject
# Many more diagrams included--now in two color--to provide greater insight through visual presentation
# An accompanying manual includes Matlab code of the methods and algorithms in the book, together with solved problems and real-life data sets in medical imaging, remote sensing and audio recognition. The Manual is available separately or at a special packaged price (ISBN: 9780123744869).
# Latest hot topics included to further the reference value of the text including semi-supervised learning, combining clustering algorithms, and relevance feedback.
發表於2024-12-19
Pattern Recognition, Fourth Edition 2024 pdf epub mobi 電子書 下載
5星是給書內容本身的,3星是給翻譯的。這翻譯實在是讓人不敢恭維,很多地方的翻譯都不準確。對於書裏麵的很多內容,我其實是知道的,但是因為翻譯的問題導緻理解起來十分費力。很多科學名詞翻譯都不準確,比如將“unitary matrix”翻譯成“單位矩陣”,將“square matrix”翻譯...
評分5星是給書內容本身的,3星是給翻譯的。這翻譯實在是讓人不敢恭維,很多地方的翻譯都不準確。對於書裏麵的很多內容,我其實是知道的,但是因為翻譯的問題導緻理解起來十分費力。很多科學名詞翻譯都不準確,比如將“unitary matrix”翻譯成“單位矩陣”,將“square matrix”翻譯...
評分我最早讀的是第二版,這本書全麵覆蓋瞭統計模式識彆領域的重要知識點。書中用大量篇幅講解無監督聚類方法,這一點在模式識彆教材中應該是獨一無二的,比如Duda的書在這方麵隻留瞭一章,處理的也比較簡單。另外,本書還有章節專門講特徵抽取、選擇,以及模闆匹配這些內容,也彌...
評分我最早讀的是第二版,這本書全麵覆蓋瞭統計模式識彆領域的重要知識點。書中用大量篇幅講解無監督聚類方法,這一點在模式識彆教材中應該是獨一無二的,比如Duda的書在這方麵隻留瞭一章,處理的也比較簡單。另外,本書還有章節專門講特徵抽取、選擇,以及模闆匹配這些內容,也彌...
評分5星是給書內容本身的,3星是給翻譯的。這翻譯實在是讓人不敢恭維,很多地方的翻譯都不準確。對於書裏麵的很多內容,我其實是知道的,但是因為翻譯的問題導緻理解起來十分費力。很多科學名詞翻譯都不準確,比如將“unitary matrix”翻譯成“單位矩陣”,將“square matrix”翻譯...
圖書標籤: 模式識彆 機器學習 machinelearning 編程 科技 數據挖掘 數據信息處理 計算機
這門課隻得瞭A-
評分這門課隻得瞭A-
評分這門課隻得瞭A-
評分這門課隻得瞭A-
評分這門課隻得瞭A-
Pattern Recognition, Fourth Edition 2024 pdf epub mobi 電子書 下載