Fundamentals Of Data Mining In Genomics And Proteomics (Record no. 294977)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01479nam a2200157Ia 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788184891911 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 572.8633 FUN. |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Werner Dubitzky; Martin Granzow;Daniel P Berrar |
| 245 ## - TITLE STATEMENT | |
| Title | Fundamentals Of Data Mining In Genomics And Proteomics |
| 250 ## - EDITION STATEMENT | |
| Edition statement | International Edition (Paperback) |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | Springer |
| Date of publication, distribution, etc. | 2000 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 281 pages: illustrations |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book aims to present state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. Research and development in genomics and proteomics depend on the analysis and interpretation of large amounts of data generated by high-throughput techniques. To exploit data obtained from experimental and observational studies, life scientists need to understand the analytical techniques and methods from statistics and data mining. These techniques are not easily accessible to life scientists working on genomics and proteomics problems, as the available material is presented from a highly mathematical perspective, favoring formal rigor over conceptual clarity and assessment of practical relevance. This book addresses these issues by adopting an approach focusing on concepts and applications. It presents key analytical techniques for the analysis of genomics and proteomics data by detailing their underlying principles, merits and limitations. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | DNA microarrays. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dept. of Computational Biology and Bioinformatics | Dept. of Computational Biology and Bioinformatics | Processing Center | 01/09/2015 | 572.8633 FUN | DCB1640 | 01/09/2015 | 19/07/2019 | Book |