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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

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Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings (Hardcover, 1st ed. 2019) Loot Price: R2,873

Discovery Miles 28 730

Repayment Terms: R269 pm x 12*

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Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings (Hardcover, 1st ed....

Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings (Hardcover, 1st ed. 2019)

Thuy T. Pham

Series: Springer Theses

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Loot Price R2,873 Discovery Miles 28 730 | Repayment Terms: R269 pm x 12*

Expected to ship within 10 - 15 working days

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This book describes efforts to improve subject-independent automated classification techniques using a better feature extraction method and a more efficient model of classification. It evaluates three popular saliency criteria for feature selection, showing that they share common limitations, including time-consuming and subjective manual de-facto standard practice, and that existing automated efforts have been predominantly used for subject dependent setting. It then proposes a novel approach for anomaly detection, demonstrating its effectiveness and accuracy for automated classification of biomedical data, and arguing its applicability to a wider range of unsupervised machine learning applications in subject-independent settings.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Springer Theses
Release date:	August 2018
First published:	2019
Authors:	Thuy T. Pham
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	107
Edition:	1st ed. 2019
ISBN-13:	978-3-319-98674-6
Categories:	Books > Science & Mathematics > Biology, life sciences > Molecular biology Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Computing & IT > Applications of computing > Databases > Data mining Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning Promotions
LSN:	3-319-98674-0
Barcode:	9783319986746