By Mourad Elloumi,Albert Y. Zomaya
The first entire evaluate of preprocessing, mining, and postprocessing of organic data
Molecular biology is present process exponential development in either the amount and complexity of organic data—and wisdom discovery deals the capability to automate complicated seek and knowledge research initiatives. This e-book offers an unlimited assessment of the latest advancements on ideas and ways within the box of organic wisdom discovery and knowledge mining (KDD)—providing in-depth basic and technical box info at the most vital issues encountered.
Written by way of most sensible specialists, Biological wisdom Discovery guide: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major levels of information discovery (data preprocessing, facts processing—also often called facts mining—and facts postprocessing) and analyzes either verification structures and discovery systems.
BIOLOGICAL facts PREPROCESSING
- Part A: organic info Management
- Part B: organic info Modeling
- Part C: organic function Extraction
- Part D organic characteristic Selection
BIOLOGICAL info MINING
- Part E: Regression research of organic Data
- Part F organic information Clustering
- Part G: organic info Classification
- Part H: organization ideas studying from organic Data
- Part I: textual content Mining and alertness to organic Data
- Part J: High-Performance Computing for organic facts Mining
Combining sound conception with useful purposes in molecular biology, Biological wisdom Discovery Handbook is perfect for classes in bioinformatics and organic KDD in addition to for practitioners researchers in laptop technology, existence technological know-how, and mathematics.
Read or Download Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data (Wiley Series in Bioinformatics) PDF
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