Matrix-pattern-oriented Ho--Kashyap classifier with regularization learning

DOI10.1016/j.patcog.2006.09.001zbMath1107.68456OpenAlexW2117140135MaRDI QIDQ869046

Zhe Wang, Yongjun Tian, Song-can Chen

Publication date: 26 February 2007

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2006.09.001

zbMATH Keywords

pattern recognitionregularizationlinear classifiermatrix patternmodified Ho--Kashyap with squared approximation of the misclassification errors (MHKS)vector pattern

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (4)

Matrixized learning machine with modified pairwise constraints ⋮ Multiple rank multi-linear SVM for matrix data classification ⋮ Double-fold localized multiple matrixized learning machine ⋮ A novel multi-view learning developed from single-view patterns

Uses Software

• UCI-ml

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Adaptive regularization parameter selection method for enhancing generalization capability of neural networks
• Regularization learning, early stopping and biased estimator
• Ho–Kashyap classifier with generalization control
• Advanced Lectures on Machine Learning
• Design of Multicategory Pattern Classifiers with Two-Category Classifier Design Procedures
• Generalized low rank approximations of matrices

This page was built for publication: Matrix-pattern-oriented Ho--Kashyap classifier with regularization learning