Learning feature dependencies for noise correction in biomedical prediction

The presence of noise or errors in the stated feature values of biomedical data can lead to incorrect prediction. We introduce a Bayesian Network-based Noise Correction framework named BN-NC. After data preprocessing, a Bayesian Network (BN) is learned to capture the feature dependencies. Using the...

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Bibliographic Details
Main Authors: YAP, Ghim-Eng, TAN, Ah-Hwee, PANG, Hwee Hwa
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2011
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Online Access:https://ink.library.smu.edu.sg/sis_research/3661
https://ink.library.smu.edu.sg/context/sis_research/article/4663/viewcontent/YapTanPangHH_2011_LearningFeatureDependNoiseCorrectBiomedical_afv.pdf
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Institution: Singapore Management University
Language: English
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