Large margin classification with indefinite similarities

DOI10.1007/s10994-015-5542-8zbMath1357.68157OpenAlexW2227943658MaRDI QIDQ298278

Xin Gao, Xiangliang Zhang, Moustapha Cisse, Ibrahim M. Alabdulmohsin

Publication date: 20 June 2016

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-015-5542-8

zbMATH Keywords

linear programmingsupervised learningsupport vector machineindefinite kernelssimilarity-based classification

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Analysis of regularized least-squares in reproducing kernel Kreĭn spaces

Uses Software

• UCI-ml
• CPLEX
• Gurobi
• LIBSVM
• ElemStatLearn
• NetKit

Cites Work

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• Support-vector networks
• 10.1162/15324430260185592
• 10.1162/15324430152748236
• Nearest neighbor pattern classification
• The elements of statistical learning. Data mining, inference, and prediction

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