Independent component analysis-(E-BOOK) (Record no. 191468)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01901 a2200229 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | Nust |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20170207154017.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0-471-22131-7 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-0-471-22131-9 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | Nust |
| 082 1# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5354 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hyv䲩nen, Aapo |
| 245 00 - TITLE STATEMENT | |
| Title | Independent component analysis-(E-BOOK) |
| Medium | [Elektronisk resurs] |
| Statement of responsibility, etc. | Aapo Hyv䲩nen, Juha Karhunen, Erkki Oja |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Wiley, |
| Date of publication, distribution, etc. | 2002 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | PDF-fil (xxi, 481 s.) |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Adaptive and learning systems for signal processing, communications and control, |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction (Page-1) Part I MATHEMATICAL PRELIMINARIES, 2 Random Vectors and Independence (Page-15) 3 Gradients and Optimization Methods (Page-57) 4 Estimation Theory (Page-77) 5 Information Theory (page-105) 6 Principal Component Analysis and Whitening (page-125), Part II BASIC INDEPENDENT COMPONENT ANALYSIS, 7 What is Independent Component Analysis? (Page-147) 8 ICA by Maximization of Nongaussianity (page-165) 9 ICA by Maximum Likelihood Estimation (page-203) 10 ICA by Minimization of Mutual Information (pag-221) 11 ICA by Tensorial Methods (page-229) 12 ICA by Nonlinear Decorrelation and Nonlinear PCA (page-239) 13 Practical Considerations (page-263) 14 Overview and Comparison of Basic ICA Methods(Page-273) Part III EXTENSIONS AND RELATED METHODS, 15 Noisy ICA (page-293) 16 ICA with Overcomplete Bases (Page-305) 17 Nonlinear ICA (page-315) 18 Methods using Time Structure (page-341) 19 Convolutive Mixtures and Blind Deconvolution (page-355) 20 Other Extensions (page-371) Part IV APPLICATIONS OF ICA, 21 Feature Extraction by ICA (page-391) 22 Brain Imaging Applications (page-407) 23 Telecommunications (page-417) 24 Other Applications (Page-441) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Principal components analysis |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Karhunen, Juha |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Oja, Erkki |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://www3.interscience.wiley.com/cgi-bin/booktoc?ID=93520448">http://www3.interscience.wiley.com/cgi-bin/booktoc?ID=93520448</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Military College of Signals (MCS) | Military College of Signals (MCS) | 12/12/2016 | 519.5354 HYV | MCSEB-741 | 12/08/2016 | 12/12/2016 | Book |