| 000 | 02466 a2200277 4500 | ||
|---|---|---|---|
| 003 | NISER | ||
| 005 | 20260116161504.0 | ||
| 008 | 260115b |||||||| |||| 00| 0 hin d | ||
| 020 |
_a9781032160023 _qPaperback |
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| 040 |
_aNISER LIBRARY _beng _cNISER LIBRARY |
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| 082 | 0 | 4 |
_a57.08:004 _bROU-A |
| 245 | 1 | 0 | _aArtificial intelligence technologies for computational biology |
| 260 |
_aBoca Raton : _bCRC Press, _c2023. |
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| 300 |
_axix, 324 pages : _billustrations (some color) ; _c23 cm. |
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| 504 | _aIncludes bibliographical references and index. | ||
| 520 | _aThis text emphasizes the importance of artificial intelligence techniques in the field of biological computation. It also discusses fundamental principles that can be applied beyond bio-inspired computing. It comprehensively covers important topics including data integration, data mining, machine learning, genetic algorithms, evolutionary computation, evolved neural networks, nature-inspired algorithms, and protein structure alignment. The text covers the application of evolutionary computations for fractal visualization of sequence data, artificial intelligence, and automatic image interpretation in modern biological systems. The text is primarily written for graduate students and academic researchers in areas of electrical engineering, electronics engineering, computer engineering, and computational biology. This book Covers algorithms in the fields of artificial intelligence, and machine learning useful in biological data analysis. Discusses comprehensively artificial intelligence and automatic image interpretation in modern biological systems. Presents the application of evolutionary computations for fractal visualization of sequence data. Explores the use of genetic algorithms for pair-wise and multiple sequence alignments. Examines the roles of efficient computational techniques in biology. | ||
| 650 | 0 |
_aArtificial intelligence _xBiological applications |
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| 650 | 0 |
_aComputational biology _xData processing |
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| 700 | 1 |
_aRout, Ranjeet Kumar _eeditor |
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| 700 | 1 |
_aUmer, Saiyed _eeditor |
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| 700 | 1 |
_aSheikh, Sabha _eeditor |
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| 700 | 1 |
_aSangal, Amrit Lal _eeditor |
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| 856 | 4 | 1 |
_3Table of contents _uhttps://api.pageplace.de/preview/DT0400.9781000778687_A43469092/preview-9781000778687_A43469092.pdf |
| 856 | 4 | 1 |
_3Reviews _uhttps://www.goodreads.com/book/show/217345184-artificial-intelligence-technologies-for-computational-biology#CommunityReviews |
| 942 |
_cBK _2udc |
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| 999 |
_c36764 _d36764 |
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