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Data mining for bioinformatics applications /
Data Mining for Bioinformatics Applications provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems, including problem definition, data collection, data preprocessing, modeling, and validation. The text uses an example-based method to i...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, UK :
Woodhead Publishing is an imprint of Elsevier,
[2015]
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| Colección: | Woodhead Publishing series in biomedicine ;
no. 76. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | Data Mining for Bioinformatics Applications provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems, including problem definition, data collection, data preprocessing, modeling, and validation. The text uses an example-based method to illustrate how to apply data mining techniques to solve real bioinformatics problems, containing 45 bioinformatics problems that have been investigated in recent research. For each example, the entire data mining process is described, ranging from data preprocessing to modeling and result validation. |
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| Descripción Física: | 1 online resource : illustrations (some color) |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9780081001073 008100107X 0081001002 9780081001004 |