Biological Knowledge Discovery Handbook

Preprocessing, Mining and Postprocessing of Biological Data de

,

Éditeur :

Wiley


Collection :

Wiley Series in Bioinformatics

Paru le : 2015-02-04

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Description

The first comprehensive overview of preprocessing, mining, and postprocessing of biological data
Molecular biology is undergoing exponential growth in both the volume and complexity of biological data?and knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)?providing in-depth fundamental and technical field information on the most important topics encountered.
Written by top experts, Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data covers the three main phases of knowledge discovery (data preprocessing, data processing?also known as data mining?and data postprocessing) and analyzes both verification systems and discovery systems.
BIOLOGICAL DATA PREPROCESSING Part A: Biological Data Management Part B: Biological Data Modeling Part C: Biological Feature Extraction Part D Biological Feature Selection
BIOLOGICAL DATA MINING Part E: Regression Analysis of Biological Data Part F Biological Data Clustering Part G: Biological Data Classification Part H: Association Rules Learning from Biological Data Part I: Text Mining and Application to Biological Data Part J: High-Performance Computing for Biological Data Mining
Combining sound theory with practical applications in molecular biology, Biological Knowledge Discovery Handbook is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.
Pages
1192 pages
Collection
Wiley Series in Bioinformatics
Parution
2015-02-04
Marque
Wiley
EAN papier
9781118132739
EAN PDF
9781118617113

Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
1192
Taille du fichier
41093 Ko
Prix
193,01 €
EAN EPUB
9781118853726

Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
1192
Taille du fichier
18401 Ko
Prix
193,01 €