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Computational Intelligence in Bioinformatics
Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and statistics, informatics, and biochemistry to solve biological problems usually on the molecular level. Major research efforts in the field include sequence...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
|
| Edición: | 1st ed. 2008. |
| Colección: | Studies in Computational Intelligence,
94 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 245 | 1 | 0 | |a Computational Intelligence in Bioinformatics |h [electronic resource] / |c edited by Arpad Kelemen, Ajith Abraham, Yuehui Chen. |
| 250 | |a 1st ed. 2008. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2008. | |
| 300 | |a XVI, 326 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 94 | |
| 505 | 0 | |a Computational Intelligence Algorithms and DNA Microarrays -- Inferring Gene Regulatory Networks from Expression Data -- Belief Networks for Bioinformatics -- Swarm Intelligence Algorithms in Bioinformatics -- Time Course Gene Expression Classification with Time Lagged Recurrent Neural Network -- Tree-Based Algorithms for Protein Classification -- Covariance-Model-Based RNA Gene Finding: Using Dynamic Programming versus Evolutionary Computing -- Fuzzy Classification for Gene Expression Data Analysis -- Towards the Enhancement of Gene Selection Performance -- Saccharomyces pombe and Saccharomyces cerevisiae Gene Regulatory Network Inference Using the Fuzzy Logic Network -- Multivariate Regression Applied to Gene Expression Dynamics -- The Amine System Project: Systems Biology in Practice -- DNA Encoding Methods in the Field of DNA Computing. | |
| 520 | |a Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and statistics, informatics, and biochemistry to solve biological problems usually on the molecular level. Major research efforts in the field include sequence analysis, gene finding, genome annotation, protein structure alignment analysis and prediction, prediction of gene expression, protein-protein docking/interactions, and the modeling of evolution. This book deals with the application of computational intelligence in bioinformatics. Addressing the various issues of bioinformatics using different computational intelligence approaches is the novelty of this edited volume. | ||
| 650 | 0 | |a Life sciences. | |
| 650 | 0 | |a Engineering mathematics. | |
| 650 | 0 | |a Engineering-Data processing. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Bioinformatics. | |
| 650 | 1 | 4 | |a Life Sciences. |
| 650 | 2 | 4 | |a Mathematical and Computational Engineering Applications. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Bioinformatics. |
| 700 | 1 | |a Kelemen, Arpad. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Abraham, Ajith. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Chen, Yuehui. |e editor. |0 (orcid)0000-0002-5265-903X |1 https://orcid.org/0000-0002-5265-903X |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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| 776 | 0 | 8 | |i Printed edition: |z 9783540845973 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642095504 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540768029 |
| 830 | 0 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 94 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-540-76803-6 |z Texto Completo |
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| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||