Non-negative matrix factorization techniques: advances in theory and applications
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer
[2016]
|
| Schriftenreihe: | Signals and communication technology
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| Schlagworte: | |
| Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 URL des Erstveröffentlichers Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource (vii, 194 Seiten) |
| ISBN: | 9783662483312 |
| DOI: | 10.1007/978-3-662-48331-2 |
Internformat
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 590987 |
|---|---|
| _version_ | 1806179647731269632 |
| adam_text | NON-NEGATIVE MATRIX FACTORIZATION TECHNIQUES
/
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
FROM BINARY NMF TO VARIATIONAL BAYES NMF: A PROBABILISTIC APPROACH
NON NEGATIVE MATRIX FACTORIZATIONS FOR INTELLIGENT DATA ANALYSIS
AUTOMATIC EXTRACTIVE MULTI-DOCUMENT SUMMARIZATION BASED ON ARCHETYPAL
ANALYSIS
BOUNDED MATRIX LOW RANK APPROXIMATION
A MODIFIED NMF-BASED FILTER BANK APPROACH FOR ENHANCEMENT OF SPEECH DATA
IN NON-STATIONARY NOISE
SEPARATION OF STELLAR SPECTRA BASED ON NON-NEGATIVITY AND PARAMETRIC
MODELLING OF MIXING OPERATOR
NMF IN MR SPECTROSCOPY
TIME-SCALE BASED SEGMENTATION FOR DEGRADED PCG SIGNALS USING NMF.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
NON-NEGATIVE MATRIX FACTORIZATION TECHNIQUES
/
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK COLLECTS NEW RESULTS, CONCEPTS AND FURTHER DEVELOPMENTS OF
NMF. THE OPEN PROBLEMS DISCUSSED INCLUDE, E.G. IN BIOINFORMATICS: NMF
AND ITS EXTENSIONS APPLIED TO GENE EXPRESSION, SEQUENCE ANALYSIS, THE
FUNCTIONAL CHARACTERIZATION OF GENES, CLUSTERING AND TEXT MINING ETC.
THE RESEARCH RESULTS PREVIOUSLY SCATTERED IN DIFFERENT SCIENTIFIC
JOURNALS AND CONFERENCE PROCEEDINGS ARE METHODICALLY COLLECTED AND
PRESENTED IN A UNIFIED FORM. WHILE READERS CAN READ THE BOOK CHAPTERS
SEQUENTIALLY, EACH CHAPTER IS ALSO SELF-CONTAINED. THIS BOOK CAN BE A
GOOD REFERENCE WORK FOR RESEARCHERS AND ENGINEERS INTERESTED IN NMF, AND
CAN ALSO BE USED AS A HANDBOOK FOR STUDENTS AND PROFESSIONALS SEEKING TO
GAIN A BETTER UNDERSTANDING OF THE LATEST APPLICATIONS OF NMF.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Naik, Ganesh R. |
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| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-3-662-48331-2 |
| format | Electronic eBook |
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| spellingShingle | Non-negative matrix factorization techniques advances in theory and applications Engineering Artificial intelligence Computer graphics Computer mathematics Biomedical engineering Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Computational Mathematics and Numerical Analysis Artificial Intelligence (incl. Robotics) Biomedical Engineering Ingenieurwissenschaften Künstliche Intelligenz |
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| title | Non-negative matrix factorization techniques advances in theory and applications |
| title_auth | Non-negative matrix factorization techniques advances in theory and applications |
| title_exact_search | Non-negative matrix factorization techniques advances in theory and applications |
| title_full | Non-negative matrix factorization techniques advances in theory and applications Ganesh R. Naik, editor |
| title_fullStr | Non-negative matrix factorization techniques advances in theory and applications Ganesh R. Naik, editor |
| title_full_unstemmed | Non-negative matrix factorization techniques advances in theory and applications Ganesh R. Naik, editor |
| title_short | Non-negative matrix factorization techniques |
| title_sort | non negative matrix factorization techniques advances in theory and applications |
| title_sub | advances in theory and applications |
| topic | Engineering Artificial intelligence Computer graphics Computer mathematics Biomedical engineering Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Computational Mathematics and Numerical Analysis Artificial Intelligence (incl. Robotics) Biomedical Engineering Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence Computer graphics Computer mathematics Biomedical engineering Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Computational Mathematics and Numerical Analysis Artificial Intelligence (incl. Robotics) Biomedical Engineering Ingenieurwissenschaften Künstliche Intelligenz Aufsatzsammlung |
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