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Data Analytics in Bioinformatics - A Machine Learning Perspective

Name: Data Analytics in Bioinformatics - A Machine Learning Perspective
Brand: John Wiley & Sons Inc
SKU: 9781119785538
Price: 229.67 EUR
Availability: InStock

Автор: Rabi Narayan Satapathy, Tanupriya Choudury, Suneeta Satapathy, Sachi Nandan Mohanty, Xiaobo Zhang

Език:

Корици: С твърди корици

Издател: John Wiley & Sons Inc

Наличност: Външен склад

Изпращаме след 14-20 дни

229.67 € 449.19 лв

Machine learning techniques are increasingly being used to address problems in computational biology...

Информация за книгата

Автор

Rabi Narayan Satapathy, Tanupriya Choudury, Suneeta Satapathy, Sachi Nandan Mohanty, Xiaobo Zhang

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2021

страници

544

EAN

9781119785538

ISBN

1119785537

Enbook ID

33200943

Издател

John Wiley & Sons Inc

Теглоt

866

Размери

160 x 242 x 34

Пълно описание

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.