1D embedding multi-category classification methods

DOI10.1142/S0219691316400063zbMath1333.68231MaRDI QIDQ2801853

Qiwei Xie, Chuanwu Yang, Luoqing Li

Publication date: 22 April 2016

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

zbMATH Keywords

semi-supervised learningmulti-category classification1D embedding

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (3)

Semi-supervised partial least squares ⋮ Semi-supervised learning using autodidactic interpolation on sparse representation-based multiple one-dimensional embedding ⋮ Randomized multi-scale kernels learning with sparsity constraint regularization for regression

Uses Software

• LIBSVM
• LMNN

Cites Work

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• On the rate of convergence for multi-category classification based on convex losses
• Semi-supervised learning using ensembles of multiple 1D-embedding-based label boosting
• Semi-supervised learning using multiple one-dimensional embedding based adaptive interpolation

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