By Mourad Elloumi,Albert Y. Zomaya
The first finished review of preprocessing, mining, and postprocessing of organic data
Molecular biology is present process exponential progress in either the quantity and complexity of organic data—and wisdom discovery deals the potential to automate advanced seek and information research initiatives. This publication provides an enormous evaluate of the latest advancements on strategies and techniques within the box of organic wisdom discovery and knowledge mining (KDD)—providing in-depth basic and technical box details at the most crucial subject matters encountered.
Written by way of most sensible specialists, Biological wisdom Discovery instruction manual: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major stages of data discovery (data preprocessing, facts processing—also often called facts mining—and information postprocessing) and analyzes either verification structures and discovery systems.
BIOLOGICAL facts PREPROCESSING
- Part A: organic info Management
- Part B: organic facts Modeling
- Part C: organic characteristic Extraction
- Part D organic function Selection
BIOLOGICAL information MINING
- Part E: Regression research of organic Data
- Part F organic info 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 info Mining
Combining sound thought 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, lifestyles technological know-how, and mathematics.
Read Online or Download Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data (Wiley Series in Bioinformatics) PDF
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Extra 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