✦ LIBER ✦

A multiple kernel framework for inductive semi-supervised SVM learning

✍ Scribed by Xilan Tian; Gilles Gasso; Stéphane Canu

Book ID: 113816950
Publisher: Elsevier Science
Year: 2012
Tongue: English
Weight: 608 KB
Volume: 90
Category: Article
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2011.12.036

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

A unified semi-supervised dimensionality

A unified semi-supervised dimensionality reduction framework for manifold learning

✍ Ratthachat Chatpatanasiri; Boonserm Kijsirikul 📂 Article 📅 2010 🏛 Elsevier Science 🌐 English ⚖ 646 KB

Design of a multiple kernel learning alg

Design of a multiple kernel learning algorithm for LS-SVM by convex programming

✍ Ling Jian; Zhonghang Xia; Xijun Liang; Chuanhou Gao 📂 Article 📅 2011 🏛 Elsevier Science 🌐 English ⚖ 323 KB

As a kernel based method, the performance of least squares support vector machine (LS-SVM) depends on the selection of the kernel as well as the regularization parameter (Duan, Keerthi, & Poo, 2003). Crossvalidation is efficient in selecting a single kernel and the regularization parameter; however,

[IEEE 2006 International Conference of t

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - A Semi-supervised SVM Learning Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces

✍ Li, Yuanqing; Guan, Cuntai 📂 Article 📅 2006 🏛 IEEE ⚖ 158 KB

[IEEE 2005 IEEE Computer Society Confere

[IEEE 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - San Diego, CA, USA (20-26 June 2005)] 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - A Semi-Supervised Active Learning Framework for Image Retrieval

✍ Hoi, S.C.H.; Lyu, M.R. 📂 Article 📅 2005 🏛 IEEE ⚖ 239 KB