Computational intelligence and pattern analysis in biological informatics:
"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 p...
Saved in:
| Other Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley
2010
|
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781118097809/?ar |
| Summary: | "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 |
| Item Description: | Includes bibliographical references and index. - Print version record |
| Physical Description: | 1 online resource (xix, 372 pages) illustrations |
| ISBN: | 9780470872345 0470872349 9780470872352 0470872357 |
Staff View
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| indexdate | 2025-05-28T09:46:12Z |
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| isbn | 9780470872345 0470872349 9780470872352 0470872357 |
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| spelling | Computational intelligence and pattern analysis in biological informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang Hoboken, N.J. Wiley 2010 1 online resource (xix, 372 pages) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Print version record "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 Bioinformatics Computational biology Artificial intelligence Pattern recognition systems Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Bio-informatique Intelligence artificielle Reconnaissance des formes (Informatique) artificial intelligence NATURE ; Reference SCIENCE ; Life Sciences ; General SCIENCE ; Life Sciences ; Biology Bio-informatica (NL-LeOCL)216057159 Patroonherkenning (NL-LeOCL)078624541 Genexpressie (NL-LeOCL)078516978 Neurale netwerken (NL-LeOCL)078602629 MicroRNA (NL-LeOCL)32179365X Kristallografie (NL-LeOCL)078565855 Eiwitten (NL-LeOCL)078494869 Geneesmiddelen (NL-LeOCL)078516625 Systeembiologie (NL-LeOCL)315010258 Maulik, Ujjwal MitwirkendeR ctb Bandyopadhyay, Sanghamitra 1968- MitwirkendeR ctb Wang, Jason T. L. MitwirkendeR ctb 9780470581599 Erscheint auch als Druck-Ausgabe 9780470581599 |
| spellingShingle | Computational intelligence and pattern analysis in biological informatics Bioinformatics Computational biology Artificial intelligence Pattern recognition systems Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Bio-informatique Intelligence artificielle Reconnaissance des formes (Informatique) artificial intelligence NATURE ; Reference SCIENCE ; Life Sciences ; General SCIENCE ; Life Sciences ; Biology Bio-informatica (NL-LeOCL)216057159 Patroonherkenning (NL-LeOCL)078624541 Genexpressie (NL-LeOCL)078516978 Neurale netwerken (NL-LeOCL)078602629 MicroRNA (NL-LeOCL)32179365X Kristallografie (NL-LeOCL)078565855 Eiwitten (NL-LeOCL)078494869 Geneesmiddelen (NL-LeOCL)078516625 Systeembiologie (NL-LeOCL)315010258 |
| subject_GND | (NL-LeOCL)216057159 (NL-LeOCL)078624541 (NL-LeOCL)078516978 (NL-LeOCL)078602629 (NL-LeOCL)32179365X (NL-LeOCL)078565855 (NL-LeOCL)078494869 (NL-LeOCL)078516625 (NL-LeOCL)315010258 |
| title | Computational intelligence and pattern analysis in biological informatics |
| title_auth | Computational intelligence and pattern analysis in biological informatics |
| title_exact_search | Computational intelligence and pattern analysis in biological informatics |
| title_full | Computational intelligence and pattern analysis in biological informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang |
| title_fullStr | Computational intelligence and pattern analysis in biological informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang |
| title_full_unstemmed | Computational intelligence and pattern analysis in biological informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang |
| title_short | Computational intelligence and pattern analysis in biological informatics |
| title_sort | computational intelligence and pattern analysis in biological informatics |
| topic | Bioinformatics Computational biology Artificial intelligence Pattern recognition systems Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Bio-informatique Intelligence artificielle Reconnaissance des formes (Informatique) artificial intelligence NATURE ; Reference SCIENCE ; Life Sciences ; General SCIENCE ; Life Sciences ; Biology Bio-informatica (NL-LeOCL)216057159 Patroonherkenning (NL-LeOCL)078624541 Genexpressie (NL-LeOCL)078516978 Neurale netwerken (NL-LeOCL)078602629 MicroRNA (NL-LeOCL)32179365X Kristallografie (NL-LeOCL)078565855 Eiwitten (NL-LeOCL)078494869 Geneesmiddelen (NL-LeOCL)078516625 Systeembiologie (NL-LeOCL)315010258 |
| topic_facet | Bioinformatics Computational biology Artificial intelligence Pattern recognition systems Computational Biology Artificial Intelligence Gene Expression Profiling Pattern Recognition, Automated Bio-informatique Intelligence artificielle Reconnaissance des formes (Informatique) artificial intelligence NATURE ; Reference SCIENCE ; Life Sciences ; General SCIENCE ; Life Sciences ; Biology Bio-informatica Patroonherkenning Genexpressie Neurale netwerken MicroRNA Kristallografie Eiwitten Geneesmiddelen Systeembiologie |
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