Data Analytics in Bioinformatics is popular PDF and ePub book, written by Rabinarayan Satpathy in 2021-01-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Data Analytics in Bioinformatics can be Read Online from any device for your convenience.
Data Analytics in Bioinformatics Book PDF Summary
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.
Detail Book of Data Analytics in Bioinformatics PDF
- Author : Rabinarayan Satpathy
- Release : 20 January 2021
- Publisher : John Wiley & Sons
- ISBN : 9781119785606
- Genre : Computers
- Total Page : 433 pages
- Language : English
- PDF File Size : 18,5 Mb
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