A nonlinear least squares quasi-Newton strategy for LP-SVR hyper-parameters selection-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A nonlinear least squares quasi-Newton strategy for LP-SVR hyper-parameters selection

Published:2013-02-27 Issue:4 Volume:5 Page:579-597
ISSN:1868-8071
Container-title:International Journal of Machine Learning and Cybernetics
language:en
Short-container-title:Int. J. Mach. Learn. & Cyber.

Author:

Rivas-Perea Pablo,Cota-Ruiz Juan,Rosiles Jose-Gerardo

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Link

http://link.springer.com/content/pdf/10.1007/s13042-013-0153-9.pdf

Reference71 articles.

1. Anguita D, Boni A, Ridella S, Rivieccio F, Sterpi D (2005) Theoretical and practical model selection methods for support vector classifiers. In: Support vector machines: theory and applications, Springer, Berlin, pp 159–179

2. Anguita D, Ridella S, Rivieccio F, Zunino R (2003) Hyperparameter design criteria for support vector classifiers. Neurocomputing 55(1–2):109–134

3. Argáez M, Velázquez L (2003) A new infeasible interior-point algorithm for linear programming. In: Proceedings of the 2003 conference on diversity in computing, TAPIA ’03, ACM, New York, pp 12–14. doi: 10.1145/948542.948545

4. Armijo L (1966) Minimization of functions having lipschitz continuous first partial derivatives. Pac J Math 16(1):1–3

5. Blackard J, Dean D (1999) Comparative accuracies of artificial neural networks and discriminant analysis in predicting forest cover types from cartographic variables. Comput Electr Agric 24(3):131–151

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Facial expressions classification and false label reduction using LDA and threefold SVM;Pattern Recognition Letters;2020-11

2. Evolutionary Convolutional Neural Networks Using ABC;Proceedings of the 2019 11th International Conference on Machine Learning and Computing - ICMLC '19;2019

3. An On-Board Remaining Useful Life Estimation Algorithm for Lithium-Ion Batteries of Electric Vehicles;Energies;2017-05-14

4. Regularized partial least squares for multi-label learning;International Journal of Machine Learning and Cybernetics;2016-02-06

5. Short-Term Wind Speed or Power Forecasting With Heteroscedastic Support Vector Regression;IEEE Transactions on Sustainable Energy;2016-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3