On eigen-matrix translation method for classification of biological data

DOI10.1007/s11424-015-3043-2zbMath1329.62281OpenAlexW2176575099MaRDI QIDQ905162

Wai-Ki Ching, Xiaoqing Cheng, Yushan Qiu, Hao Jiang

Publication date: 14 January 2016

Published in: Journal of Systems Science and Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11424-015-3043-2

zbMATH Keywords

classificationdimension reductionsupport vector machine (SVM)eigen-matrix translationglycan datakernel method (KM)

Mathematics Subject Classification ID

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

Cites Work

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• Selecting features in microarray classification using roc curves
• High-dimensional classification using features annealed independence rules
• Eigenvectors and reconstruction
• Matrix Analysis
• Random forests

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