中国科学院机构知识库网格系统: 检索

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	Towards more accurate prediction of protein folding rates: a review of the existing web-based bioinformatics approaches 期刊论文 OAI收割 BRIEFINGS IN BIOINFORMATICS, 2015, 卷号: 16, 期号: 2, 页码: 314-324 作者: Chang, Catherine Ching Han; Tey, Beng Ti; Song, Jiangning; Ramanan, Ramakrishnan Nagasundara 收藏 \| 浏览/下载：37/0 \| 提交时间：2016/06/23 prediction tool in silico prediction machine learning algorithm prediction model statistical analysis molecular biology
	On hyperspectral remotely sensed image classification based on MNF and AdaBoosting (EI CONFERENCE) 会议论文 OAI收割 2012 3rd IEEE/IET International Conference on Audio, Language and Image Processing, ICALIP 2012, July 16, 2012 - July 18, 2012, Shanghai, China 作者: Yu P.; Yu P.; Gao X. 收藏 \| 浏览/下载：23/0 \| 提交时间：2013/03/25 As an effective statistical learning tool AdaBoosting has been widely used in the field of pattern recognition. In this paper a new method is proposed to improve the classification performance of hyperspectral images by combining the minimum noise fraction (MNF) and AdaBoosting. Because the hyperspectral imagery has many bands which have strong correlation and high redundancy the hyperspectral data are pre-processed by the minimum noise fraction to reduce the data's dimensionality whilst to remove noise bands simultaneously. Then we use an AdaBoost algorithm to conduct the classification of hyperspectral remotely sensed image. Experimental results show that the classification accuracy is improved and the time of calculation is reduced as well. 2012 IEEE.
	A low-cost pedestrian-detection system with a single optical camera 期刊论文 OAI收割 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2008, 卷号: 9, 期号: 1, 页码: 58-67 作者: Cao, Xian-Bin; Qiao, Hong; Keane, John 收藏 \| 浏览/下载：34/0 \| 提交时间：2015/11/08 cascade classifier coevolutionary algorithm decomposed support vector machines (SVMs) pedestrian-detection system (PDS) small-scale weighted template tree statistical learning
	Learning linear PCA with convex semi-definite programming 期刊论文 OAI收割 PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 10, 页码: 2633-2640 作者: Tao, Qing; Wu, Gao-wei; Wang, Jue 收藏 \| 浏览/下载：19/0 \| 提交时间：2015/11/08 principal component analysis statistical learning theory support vector machines margin maximal margin algorithm semi-definite programming robustness
	Learning linear PCA with convex semi-definite programming 期刊论文 OAI收割 PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 10, 页码: 2633-2640 作者: Tao, Qing; Wu, Gao-wei; Wang, Jue \| 收藏 \| 浏览/下载：23/0 \| 提交时间：2019/12/16 principal component analysis statistical learning theory support vector machines margin maximal margin algorithm semi-definite programming robustness
	A low-cost pedestrian detection system with a single optical camera 会议论文 OAI收割 Sixth World Congress on Intelligent Control and Automation, Dalian, China, 21-23 June 2006 作者: Xu, Y.W.; Cao, X.B.; Qiao, H. 收藏 \| 浏览/下载：17/0 \| 提交时间：2017/01/13 cascade classifier / coevolutionary algorithm / decomposed support vector machines (SVMs / pedestrian-detection system (PDS / small-scale weighted template tree / statistical learning
	统计学习理论及SVM算法研究学位论文 OAI收割工学博士, 中国科学院自动化研究所: 中国科学院研究生院, 2003 作者: 吴高巍收藏 \| 浏览/下载：104/0 \| 提交时间：2015/09/02 统计学习理论经验风险最小化结构风险最小化统计学习算法泛化特征映射核边缘支持向量机 Boosting Statistical Learning Theory Empirical Risk Minimization Structural Risk Minimization Statistical Learning Algorithm generalizati