首页> Neural networks : the official journal of the International Neural Network Society> Direct Kernel Perceptron (DKP): ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation.

Direct Kernel Perceptron (DKP): ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation.

导出 LinkOut

翻译打印收藏纠错

第一作者： Manuel,Fernández-Delgado

第一单位： Centro de Investigación en Tecnoloxías da Información da USC (CITIUS), University of Santiago de Compostela, 15782, A Coruña, Spain. Electronic address: manuel.fernandez.delgado@usc.es.

作者： Manuel,Fernández-Delgado ^[1] ; Eva,Cernadas ^[2] ; Senén,Barro ^[2] ; Jorge,Ribeiro ^[3] ; José,Neves ^[4]

作者单位： Centro de Investigación en Tecnoloxías da Información da USC (CITIUS), University of Santiago de Compostela, 15782, A Coruña, Spain. Electronic address: manuel.fernandez.delgado@usc.es. ^[1] Centro de Investigación en Tecnoloxías da Información da USC (CITIUS), University of Santiago de Compostela, 15782, A Coruña, Spain. ^[2] School of Technology and Management, Viana do Castelo Polytechnic Institute, Viana do Castelo, Portugal. Electronic address: jribeiro@estg.ipvc.pt. ^[3] DI-CCTC/Department of Informatics, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal. Electronic address: jneves@di.uminho.pt. ^[4]

关键词 Analytical weight calculation Closed-form solution Extreme learning machine Kernel-based classification Margin maximization Parallel Delta rule Support vector machine

医学主题词算法(Algorithms);分类法(Classification);计算机模拟(Computer Simulation);判别分析(Discriminant Analysis);人类(Humans);线性模型(Linear Models)

DOI 10.1016/j.neunet.2013.11.002

PMID 24287336

发布时间 2019-12-10

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交