A practical approach to microarray data analysis / (Αριθ. εγγραφής 138166)
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| control field | ocm53982525 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210202083936.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
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| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 040106s2003 maua ob 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| Canceled/invalid LC control number | 2002034174 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0306478153 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780306478154 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 1402072600 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781402072604 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781441912268 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 1441912266 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | N$T |
| Language of cataloging | gre |
| Description conventions | AACR2 |
| Transcribing agency | N$T |
| Modifying agency | OCLCQ |
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| -- | GR-PaULI |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | gre |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 572.8/633 |
| Edition number | 22 |
| 245 02 - TITLE STATEMENT | |
| Title | A practical approach to microarray data analysis / |
| Statement of responsibility, etc. | edited by Daniel P. Berrar, Werner Dubitzky, Martin Granzow. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boston : |
| Name of publisher, distributor, etc. | Kluwer Academic Publishers, |
| Date of publication, distribution, etc. | 2003. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 ηλεκτρονική πηγή (xv, 368 σ.) : |
| Other physical details | εικ. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Περιλαμβάνει βιβλιογραφικές παραπομπές και ευρετήριο. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction to Microarray Data Analysis -- Data Pre-Processing Issues in Microarray Analysis -- Missing Value Estimation -- Normalization -- Singular Value Decomposition and Principal Component Analysis -- Feature Selection in Microarray Analysis -- Introductioon to Classification in Microarray Experiments -- Bayesian Network Classifiers for Gene Expression Analysis -- Classifying Microarray Data Using Support Vector Machines -- Weighted Flexible Compound Covariate Method for Classifying Microarray Data -- Classification of Expression Patterns Using Artificial Neural Networks -- Gene Selection and Sample Classification Using a Genetic Algorithm and K-Nearest Neighbor Method -- Clustering Genomic Expression Data -- Clustering or Automatic Class Discovery -- Discovering Genomic Expression Patterns with Self-Organizing Neural Networks -- Clustering or Automatic Class Discovery -- Correlation and Association Analysis -- Global Functional Profiling of Gene Expression Data -- Microarray Software Review -- Microarray Analysis as a Process. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The book addresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools. It is intended for students, teachers, researchers, and research managers who want to understand the state of the art and of the presented methodologies and the areas in which gaps in our knowledge demand further research and development. The book is designed to be used by the practicing professional tasked with the design and analysis of microarray experiments or as a text for a senior undergraduate- or graduate level course in analytical genetics, biology, bioinformatics, computational biology, statistics and data mining, or applied computer science. |
| 650 40 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Μικροσυστοιχίες DNA |
| 9 (RLIN) | 63660 |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Ηλεκτρονικά βιβλία |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Berrar, Daniel P., |
| Dates associated with a name | 1972- |
| 9 (RLIN) | 49427 |
| Relator term | συγγραφέας. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dubitzky, Werner, |
| Dates associated with a name | 1958- |
| 9 (RLIN) | 49428 |
| Relator term | συγγραφέας. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Granzow, Martin, |
| Dates associated with a name | 1970- |
| 9 (RLIN) | 49429 |
| Relator term | συγγραφέας. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=99264 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Electronic Resource |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Cataloger's initials, CIN (RLIN) | Γκόγκου |
| First Date, FD (RLIN) | 12-2020 |
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