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Support Vector Machines for Regression: A Succinct Review of Large-Scale and Linear Programming Form
[期刊论文] 作者:Pablo Rivas-Perea,Juan Cota-Ru,
来源:智能科学国际期刊(英文) 年份:2013
Support Vector-based learning methods are an important part of Computational Intelligence techniques. Recent efforts have been dealing with the problem of learn...
[期刊论文] 作者:Pablo Rivas-Perea,Juan Cota-Ru,
来源:智能学习系统与应用(英文) 年份:2013
In this paper we study the problem of model selection for a linear programming-based support vector machine for regression. We propose generalized method that i...
[期刊论文] 作者:Pablo Rivas-Perea,Juan Cota-Ru,
来源:智能电网与可再生能源(英文) 年份:2013
This research studies short-term electricity load prediction with a large-scalelinear programming support vector regression (LP-SVR) model. The LP-SVR is compar...
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