Data Analytics in Bioinformatics: A Machine Learning PerspectiveКНИГИ » ПРОГРАММИНГ
Название: Data Analytics in Bioinformatics: A Machine Learning Perspective Автор: Rabinarayan Satpathy (Editor), Tanupriya Choudhury (Editor), Suneeta Satpathy (Editor), Sachi Nandan Mohanty (Editor) Издательство: Wiley Год: 2021 Формат: True PDF Страниц: 520 Размер: 14 Mb Язык: English
Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics approximating classification and prediction of disease, feature selection, dimensionality reduction, gene selection and classification of microarray data and many more.
Machine Learning with SAS Viya Название: Machine Learning with SAS Viya Автор: SAS Institute Издательство: SAS Institute Inc Год: 2020 Формат: epub Страниц: 386 Размер: 31.9 Mb...
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Data Analytics in Bioinformatics: A Machine Learning Perspective 
