Blind Source Separation (Record no. 54046)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04483nam a22005895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-642-55016-4 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200421111204.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140521s2014 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783642550164 |
| -- | 978-3-642-55016-4 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 621.382 |
| 245 10 - TITLE STATEMENT | |
| Title | Blind Source Separation |
| Sub Title | Advances in Theory, Algorithms and Applications / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | IX, 551 p. 189 illus. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Signals and Communication Technology, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Section 1: Theory, Algorithms and Extensions Quantum independent component analysis and related statistical blind qubit uncoupling methods -- Blind source separation based on dictionary learning: a singularity-aware approach -- Performance study for complex independent component analysis -- Sub-band based- blind source separation and permutation alignment -- Frequency domain blind source separation based on independent vector analysis with a multivariate Gaussian source prior -- Sparse component analysis: a general framework for linear or nonlinear blind unmixing of signals or images -- Underdetermined audio source separation using Laplacian mixture modelling -- Itakura-Saito nonnegative matrix two-dimensional factorizations for blind single channel audio separation -- Source localisation and tracking: a maximum a posterior based approach -- Section 2: Applications Statistical analysis and evaluation of blind speech extraction algorithms -- Speech separation and extraction by combining super directive beam forming and blind source separation -- On the ideal ratio mask as the goal of computational auditory scene analysis -- Monaural speech enhancement based on multi-threshold masking -- REPET for background/foreground separation -- Non-negative matrix factorization sparse coding strategy for cochlear implants -- Exploratory analysis of brain with ICA -- Supervised normalisation of large-scale omic datasets using blind source separation -- FebICA: feedback independent component analysis for complex domain source separation of communication signals -- Semi-blind functional source separation algorithm from non-invasive electrophysiology to neuroimaging. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Blind Source Separation intends to report the new results of the efforts on the study of Blind Source Separation (BSS). The book collects novel research ideas and some training in BSS, independent component analysis (ICA), artificial intelligence and signal processing applications. Furthermore, the research results previously scattered in many journals and conferences worldwide are methodically edited and presented in a unified form. The book is likely to be of interest to university researchers, R&D engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms, and applications of BSS. Dr. Ganesh R. Naik works at University of Technology, Sydney, Australia; Dr. Wenwu Wang works at University of Surrey, UK. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Naik, Ganesh R. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Wang, Wenwu. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-642-55016-4 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Berlin, Heidelberg : |
| -- | Springer Berlin Heidelberg : |
| -- | Imprint: Springer, |
| -- | 2014. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer graphics. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Biomedical engineering. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Signal, Image and Speech Processing. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Biomedical Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational Mathematics and Numerical Analysis. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1860-4862 |
| 912 ## - | |
| -- | ZDB-2-ENG |
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