By Mourad Elloumi,Albert Y. Zomaya
The first accomplished review of preprocessing, mining, and postprocessing of organic data
Molecular biology is present process exponential development in either the quantity and complexity of organic data—and wisdom discovery bargains the ability to automate advanced seek and knowledge research initiatives. This booklet offers an enormous evaluation of the latest advancements on strategies and ways within the box of organic wisdom discovery and information mining (KDD)—providing in-depth basic and technical box info at the most vital themes encountered.
Written through best specialists, Biological wisdom Discovery instruction manual: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major levels of data discovery (data preprocessing, information processing—also often called facts mining—and information postprocessing) and analyzes either verification structures and discovery systems.
BIOLOGICAL facts PREPROCESSING
- Part A: organic facts Management
- Part B: organic information Modeling
- Part C: organic function Extraction
- Part D organic function Selection
BIOLOGICAL facts MINING
- Part E: Regression research of organic Data
- Part F organic facts 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 information Mining
Combining sound thought with sensible purposes in molecular biology, Biological wisdom Discovery Handbook is perfect for classes in bioinformatics and organic KDD in addition to for practitioners researchers in machine 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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Additional info for Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data (Wiley Series in Bioinformatics)
Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data (Wiley Series in Bioinformatics) by Mourad Elloumi,Albert Y. Zomaya