Téléchargez le livre : Machine Learning in Bioinformatics

Machine Learning in Bioinformatics

de

,

Éditeur :

Wiley


Collection :

Wiley Series in Bioinformatics

Paru le : 2009-02-23

eBook Téléchargement DRM Adobe 🛈
Lecture en ligne (streaming)
146,59 €
Téléchargement immédiat
Dès validation de votre commande
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader
Description
An introduction to machine learning methods and their applications to problems in bioinformatics
Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel 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.
From an internationally recognized panel of prominent researchers in the field, Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics. Coverage includes: feature selection for genomic and proteomic data mining; comparing variable selection methods in gene selection and classification of microarray data; fuzzy gene mining; sequence-based prediction of residue-level properties in proteins; probabilistic methods for long-range features in biosequences; and much more.
Machine Learning in Bioinformatics is an indispensable resource for computer scientists, engineers, biologists, mathematicians, researchers, clinicians, physicians, and medical informaticists. It is also a valuable reference text for computer science, engineering, and biology courses at the upper undergraduate and graduate levels.
Pages
480 pages
Collection
Wiley Series in Bioinformatics
Parution
2009-02-23
Marque
Wiley
EAN papier
9780470116623
EAN PDF
9780470397411
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
480
Taille du fichier
9615 Ko
Prix
146,59 €

Suggestions personnalisées