A novel ensemble algorithm for tumor classification
From the viewpoint of image processing, a spectral feature-based TLS (Tikhonov-regularized least-squares) ensemble algorithm is proposed for tumor classification using gene expression data. In the TLS model, a test sample is represented as a linear combination of atoms of an overcomplete dictionary....
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Main Authors: | Sun, Zhan-Li, Wang, Han, Lau, Wai-Shing, Seet Gim Lee, Gerald, Wang, Danwei, Lam, Kin-Man |
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Other Authors: | School of Electrical and Electronic Engineering |
Format: | Conference or Workshop Item |
Language: | English |
Published: |
2013
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Subjects: | |
Online Access: | https://hdl.handle.net/10356/106080 http://hdl.handle.net/10220/17966 http://dx.doi.org/10.1007/978-3-642-39068-5_36 |
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Institution: | Nanyang Technological University |
Language: | English |
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