Computational intelligence and pattern analysis in biology informatics:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Hoboken, N.J.
John Wiley & Sons
©2010
|
| Schriftenreihe: | Wiley series on bioinformatics: computational techniques and engineering
|
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 Volltext |
| Beschreibung: | Includes bibliographical references and index "Computational Intelligence (CI) is a successor of artificial intelligence combining elements of learning, adaptation, evolution and logic to create programs that are, in some sense, intelligent. CI exhibits an ability to learn or deal with new situations, such that the system is perceived to possess one or more attributes of reason. The different methodologies in CI work synergistically and provide, in one form or another, flexible information processing capabilities for handling a huge volume of real life data with noises, ambiguity, and missing values. Solving problems often involves search for useful regularities or patterns in large amounts of data. A typical characteristic of biological data is high dimensionality with low sample size. This poses grand challenges to traditional pattern analysis techniques, necessitating the development of sophisticated approaches--Provided by publisher |
| Beschreibung: | 1 Online-Ressource (xix, 372 pages) |
| ISBN: | 9780470872352 0470872357 9780470872345 0470872349 |
Internformat
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| 650 | 4 | |a Gene Expression Profiling | |
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| discipline | Biologie |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:47Z |
| institution | BVB |
| isbn | 9780470872352 0470872357 9780470872345 0470872349 |
| language | English |
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| physical | 1 Online-Ressource (xix, 372 pages) |
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| series2 | Wiley series on bioinformatics: computational techniques and engineering |
| spelling | Computational intelligence and pattern analysis in biology informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T.L. Wang Hoboken, N.J. John Wiley & Sons ©2010 1 Online-Ressource (xix, 372 pages) txt rdacontent c rdamedia cr rdacarrier Wiley series on bioinformatics: computational techniques and engineering Includes bibliographical references and index "Computational Intelligence (CI) is a successor of artificial intelligence combining elements of learning, adaptation, evolution and logic to create programs that are, in some sense, intelligent. CI exhibits an ability to learn or deal with new situations, such that the system is perceived to possess one or more attributes of reason. The different methodologies in CI work synergistically and provide, in one form or another, flexible information processing capabilities for handling a huge volume of real life data with noises, ambiguity, and missing values. Solving problems often involves search for useful regularities or patterns in large amounts of data. A typical characteristic of biological data is high dimensionality with low sample size. This poses grand challenges to traditional pattern analysis techniques, necessitating the development of sophisticated approaches--Provided by publisher Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Artificial intelligence fast Bioinformatics fast Computational biology fast Pattern recognition systems fast Künstliche Intelligenz Bioinformatics Computational biology Artificial intelligence Pattern recognition systems Maulik, Ujjwal Sonstige oth Bandyopadhyay, Sanghamitra Sonstige oth Wang, Jason T. L. Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-0-470-58159-9 Erscheint auch als Druck-Ausgabe, Hardcover 0-470-58159-X https://onlinelibrary.wiley.com/doi/book/10.1002/9780470872352 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Computational intelligence and pattern analysis in biology informatics Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Artificial intelligence fast Bioinformatics fast Computational biology fast Pattern recognition systems fast Künstliche Intelligenz Bioinformatics Computational biology Artificial intelligence Pattern recognition systems |
| title | Computational intelligence and pattern analysis in biology informatics |
| title_auth | Computational intelligence and pattern analysis in biology informatics |
| title_exact_search | Computational intelligence and pattern analysis in biology informatics |
| title_full | Computational intelligence and pattern analysis in biology informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T.L. Wang |
| title_fullStr | Computational intelligence and pattern analysis in biology informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T.L. Wang |
| title_full_unstemmed | Computational intelligence and pattern analysis in biology informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T.L. Wang |
| title_short | Computational intelligence and pattern analysis in biology informatics |
| title_sort | computational intelligence and pattern analysis in biology informatics |
| topic | Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Artificial intelligence fast Bioinformatics fast Computational biology fast Pattern recognition systems fast Künstliche Intelligenz Bioinformatics Computational biology Artificial intelligence Pattern recognition systems |
| topic_facet | Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Artificial intelligence Bioinformatics Computational biology Pattern recognition systems Künstliche Intelligenz |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470872352 |
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