| Description |
1 online resource (xxii, 1166 pages) |
| Contents |
Biological data preprocessing: biological data management -- Biological data preprocessing: biological data modeling -- Biological data preprocessing: biological feature extraction -- Biological data preprocessing: biological feature selection -- Biological data mining: regression analysis of biological data -- Biological data minig: biological data clustering -- Biological data mining: biological data classification -- Biological data mining: association rules learning from biological data -- Biological data mining: text mining and application to biological data -- Biological data preprocessing: biological knowledge integration and visualization |
| Summary |
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 |
| Notes |
Includes index |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
|
Print version record |
| Subject |
Bioinformatics -- Handbooks, manuals, etc
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Computational biology -- Handbooks, manuals, etc
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Data mining -- Handbooks, manuals, etc
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Bioinformatics.
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Computational biology.
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Data mining.
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Computational Biology
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Data Mining
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COMPUTERS -- Databases -- Data Warehousing.
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Bioinformatics.
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Computational biology.
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Data mining.
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| Genre/Form |
handbooks.
|
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manuals (instructional materials)
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Handbooks and manuals.
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Handbooks and manuals.
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Guides et manuels.
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| Form |
Electronic book
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| Author |
Elloumi, Mourad.
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Zomaya, Albert Y.
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| ISBN |
9781118617151 |
|
1118617150 |
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1118616324 |
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9781118616321 |
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1118853725 |
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9781118853726 |
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9781306290081 |
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1306290082 |
|
