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IEEE TNNLS

IEEE Transactions on Neural Networks and Learning Systems · 期刊 · Machine Learning

2025-12-16 至 2025-12-16 共收录 1
2512.13410 2025-12-16 cs.LG stat.ML

Multiclass Graph-Based Large Margin Classifiers: Unified Approach for Support Vectors and Neural Networks

多类图基大边距分类器:支持向量和神经网络的统一方法

Vítor M. Hanriot, Luiz C. B. Torres, Antônio P. Braga

机构 * Graduate Program in Electrical Engineering, Universidade Federal de Minas Gerais(电气工程联合培养项目,巴西米纳斯吉拉斯联邦大学) Department of Computer and Systems, Universidade Federal de Ouro Preto(计算机与系统系,巴西欧鲁普穆联邦大学)

AI总结 本文提出了一种基于Gabriel图的多类大边距分类器,通过改进支持向量和神经网络结构,提升分类性能。

Comments Accepted to the IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

Journal ref IEEE Transactions on Neural Networks and Learning Systems (Volume: 36, Issue: 5, May 2025, Pages: 8307 - 8316)

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