Data Analytics in Bioinformatics

Tekst
A Machine Learning Perspective
Loe katkendit
Märgi loetuks
Kuidas lugeda raamatut pärast ostmist
  • Lugemine ainult LitRes “Loe!”
Raamatu kirjeldus

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.

Täpsemad andmed
Vanusepiirang:
0+
Maht:
720 lk. 315 illustratsiooni
ISBN:
9781119785606
Toimetajad:
Rabinarayan Satpathy, Sachi Nandan Mohanty, Suneeta Satpathy, Tanupriya Choudhury, Xiaobo Zhang
Kirjastaja:
Wiley
Copyright:
John Wiley & Sons Limited
Sisukord
"Data Analytics in Bioinformatics" — loe veebis tasuta üht katkendit raamatust. Kirjutage kommentaare ja ülevaateid, hääletage oma lemmiku poolt.

Отзывы

Сначала популярные

Оставьте отзыв