《Pattern Recognition with Support Vector Machines》是Springer出版的圖書,作者是Alessandro Verri,Seong-Whan Lee
基本介紹
- ISBN:9783540440161
- 作者:Alessandro Verri、Seong-Whan Lee
- 出版社:Springer
- 出版時間:2008年6月13日
- 頁數:440
- 定價:GBP 78.50
- 裝幀:Paperback
《Pattern Recognition with Support Vector Machines》是Springer出版的圖書,作者是Alessandro Verri,Seong-Whan Lee
支持向量機(Support Vector Machine, SVM)是一類按監督學習(supervised learning)方式對數據進行二元分類的廣義線性分類器(generalized linear classifier),其決策邊界是對學習樣本求解的最大邊距超平面(maximum-margin hyperplane)。SVM...
4. Learning With Support Vector Machines (SVM) 利用支持向量機(SVM)學習………130 4.1 Introduction 簡介 ………130 4.2 Linear Discriminant Functions for Binary Classification 二元分類的線性判別函式 ………132 4.3 Perceptro...
by an interactive example. Over 200 fully functional simulations of adaptive systems are included. The text and CD offer a unified view of neural networks, adaptive filters, pattern recognition, and support vector machines....
(12)Lihua Guo, Lianwen Jin, Laplacian Support vector machines with multi-kernel learning, IEICE Trans. on Inf & Syst. IEICE TRANSACTIONS on Information and Systems Vol.E94-D No.2 pp.379-383 (SCI)(13)Yang Xue, ...
國際雜誌Machine Learning and Cybernetics主編;國際雜誌IEEE Transactions on SMC Part(B) 副主編;國際雜誌Information Science 副主編;國際雜誌Pattern Recognition and Artificial Intelligence副主編;第六屆中國工業與套用數學學會理事;第...
[5]Shifei Ding, Xiekai Zhang, Yuexuan An, Yu Xue. Weighted linear loss multiple birth support vector machine based on information granulation for multi-class classification. Pattern Recognition, 2017,67:32-46 [6]Weixin ...
[15] Dongyu Zhang, Wangmeng Zuo, David Zhang, Hongzhi Zhang. Time Series Classification Using Support Vector Machine with Gaussian Elastic Metric Kernel. International Conference on Pattern Recognition 2010. (ICPR 2010), pp....
[9]Shao-Wu Zhang, Quan Pan, Hong-Cai Zhang,Yun-Long Zhang and Hai-Yu Wang, Classification of Protein Quaternary Structure with Support Vector Mmachine.Bioinformatics,2003,19(18): 2390-2396.[10] 李靜,張紹武,楊峰,...
Fanyong Cheng*, Jing Zhang, Zuoyong Li and Mingzhu Tang, Double Distribution Support Vector Machine. Pattern Recognition Letters. 2017,88(A):20-25.Fanyong Cheng*, Jing Zhang and Cuihong Wen, Cost-sensitive Large ...