Data analytics in bioinformatics : (Record no. 69436)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03246cam a22005778i 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1230251152 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220711203636.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210107s2021 nju ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119785620 |
| -- | (electronic bk. : oBook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119785626 |
| -- | (electronic bk. : oBook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119785606 |
| -- | (epub) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 111978560X |
| -- | (epub) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119785613 |
| -- | (adobe pdf) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119785618 |
| -- | (adobe pdf) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (cloth) |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 570.285 |
| 245 00 - TITLE STATEMENT | |
| Title | Data analytics in bioinformatics : |
| Sub Title | a machine learning perspective / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics approximating classification and prediction of disease, feature selection, dimensionality reduction, gene selection and classification of microarray data and many more"-- |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Biological applications. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Biological applications. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Satpathy, Rabinarayan, |
| 700 1# - AUTHOR 2 | |
| Author 2 | Choudhury, Tanupriya, |
| 700 1# - AUTHOR 2 | |
| Author 2 | Satpathy, Suneeta, |
| 700 1# - AUTHOR 2 | |
| Author 2 | Mohanty, Sachi Nandan, |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1002/9781119785620 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Hoboken, NJ : |
| -- | Wiley-Scrivener, |
| -- | 2021. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | n |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | nc |
| -- | rdacarrier |
| 520 ## - SUMMARY, ETC. | |
| -- | Provided by publisher. |
| 588 ## - | |
| -- | Description based on print version record and CIP data provided by publisher; resource not viewed. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Bioinformatics. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence |
| -- | (OCoLC)fst00817250 |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Bioinformatics. |
| -- | (OCoLC)fst00832181 |
| 994 ## - | |
| -- | 92 |
| -- | DG1 |
No items available.