Data Mining Techniques for the Life Sciences
Produktnummer:
189c5dab7f7ea641f3983cb70425aedfa4
| Themengebiete: | Artifical intelligence Genome databases Machine learning Protein-protein complex databases Text mining computational docking |
|---|---|
| Veröffentlichungsdatum: | 05.05.2022 |
| EAN: | 9781071620946 |
| Auflage: | 3 |
| Sprache: | Englisch |
| Seitenzahl: | 390 |
| Produktart: | Gebunden |
| Herausgeber: | Carugo, Oliviero Eisenhaber, Frank |
| Verlag: | Springer US |
Produktinformationen "Data Mining Techniques for the Life Sciences"
This third edition details new and updated methods and protocols on important databases and data mining tools. Chapters guides readers through archives of macromolecular sequences and three-dimensional structures, databases of protein-protein interactions, methods for prediction conformational disorder, mutant thermodynamic stability, aggregation, and drug response. Quality of structural data and their release, soft mechanics applications in biology, and protein flexibility are considered, too, together with pan-genome analyses, rational drug combination screening and Omics Deep Mining. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials, includes step-by-step, readily reproducible protocols. Authoritative and cutting-edge, Data Mining Techniques for the Life Sciences, Third Edition aims to be a practical guide to researches to help furthertheir study in this field.
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