Machine Learning in Bioinformatics: An Approach to Protein Sequence Analysis (Record no. 44667)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01588nam a22001697a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783639253726 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 574.0285 |
| Item number | QAZ |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Qazi, Wajahat |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning in Bioinformatics: An Approach to Protein Sequence Analysis |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Saarbrucken : |
| Name of publisher | VDM Verlag Dr. Müller, |
| Year of publication | 2010 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | ix, 113 p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Machine Learning in Bioinformatics: Analysis of protein sequence in Bioinformatics has emerged as a key area for the application of machine learning methods. Such tasks often require the development of new algorithms and their applications. Protein sequence data is typically of very high dimensions and complex. The designing of machine learning algorithms requires a systematic approach to design and understand the underlying problem. This book provides a comprehensive coverage to explain the application of machine learning techniques in bioinformatics. It provides introductory chapters on machine learning and molecular biology for cross discipline audience. This book follows a practical approach by first defining a problem and hypothesis associated to protein translational modification. It provides an extensive review of the existing methods and describes the development and implementation of an algorithm called MAPRes. The application, evaluation and testing of the algorithm is also discussed in the detail. This book will be suitable for researchers and students engaged with machine learning and bioinformatics. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Bioinformatics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine Learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed, Khalil |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Lending Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 02/08/2019 | Purchased | 13885.00 | 574.0285 QAZ | 015877 | Reference Books |