Data Analytics in Bioinformatics
A Machine Learning Perspective
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 Bioinfo…
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V214:
Noch nicht erschienen, Mai 2021
Produktdetails
Weitere Autoren: Choudury, Tanupriya / Satapathy, Suneeta / Mohanty, Sachi Nandan / Zhang, Xiaobo
- ISBN: 978-1-119-78553-8
- EAN: 9781119785538
- Produktnummer: 34706748
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2021
2 weitere Werke von Rabinarayan Satpathy:
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