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Biological knowledge discovery handbook : preprocessing, mining and postprocessing of biological data /
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. Thi...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken :
Wiley,
2014.
©2014 |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Biological knowledge discovery handbook : |b preprocessing, mining and postprocessing of biological data / |c edited by Mourad Elloumi, Albert Y. Zomaya. |
| 260 | |a Hoboken : |b Wiley, |c 2014. | ||
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 online resource (xxii, 1166 pages) | ||
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| 520 | |a 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. | ||
| 505 | 0 | |a 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. | |
| 500 | |a Includes index. | ||
| 588 | 0 | |a Print version record. | |
| 504 | |a Includes bibliographical references and index. | ||
| 546 | |a English. | ||
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| 650 | 0 | |a Computational biology |v Handbooks, manuals, etc. | |
| 650 | 0 | |a Data mining |v Handbooks, manuals, etc. | |
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| 650 | 0 | |a Computational biology. | |
| 650 | 0 | |a Data mining. | |
| 650 | 2 | |a Computational Biology | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Bio-informatique |v Guides, manuels, etc. | |
| 650 | 6 | |a Exploration de données (Informatique) |v Guides, manuels, etc. | |
| 650 | 6 | |a Bio-informatique. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
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| 700 | 1 | |a Elloumi, Mourad. | |
| 700 | 1 | |a Zomaya, Albert Y. | |
| 758 | |i has work: |a Biological knowledge discovery handbook (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGgjVVj4JrQYj89MjQJcHd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Elloumi, Mourad. |t Biological Knowledge Discovery Handbook : Preprocessing, Mining and Postprocessing of Biological Data. |d Hoboken : Wiley, ©2013 |z 9781118132739 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1584998 |z Texto completo |
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