عنوان
پدید آورنده
موضوع
رده
TK5102.9 .C45 2019
TK5102
.
9
.
C45
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0128045779
(Number (ISBN
0128177969
(Number (ISBN
9780128045770
(Number (ISBN
9780128177969
Erroneous ISBN
9780128045664
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Source separation and machine learning /
General Material Designation
[Book]
First Statement of Responsibility
Jen-Tzung Chien.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
London :
Name of Publisher, Distributor, etc.
Academic Press, an imprint of Elsevier,
Date of Publication, Distribution, etc.
[2019]
Date of Publication, Distribution, etc.
©2019
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
SUMMARY OR ABSTRACT
Text of Note
Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separation (BSS) and emphasizes the importance of machine learning perspectives. It illustrates how BSS problems are tackled through adaptive learning algorithms and model-based approaches using the latest information on mixture signals to build a BSS model that is seen as a statistical model for a whole system. Looking at different models, including independent component analysis (ICA), nonnegative matrix factorization (NMF), nonnegative tensor factorization (NTF), and deep neural network (DNN), the book addresses how they have evolved to deal with multichannel and single-channel source separation.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Ingram Content Group
Stock Number
9780128045770
TOPICAL NAME USED AS SUBJECT
Blind source separation.
Machine learning.
Blind source separation.
Machine learning.
TECHNOLOGY & ENGINEERING / Mechanical.
(SUBJECT CATEGORY (Provisional
TEC-- 009070
DEWEY DECIMAL CLASSIFICATION
Number
621
.
3822
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK5102
.
9
Book number
.
C45
2019
PERSONAL NAME - PRIMARY RESPONSIBILITY
Chien, Jen-Tzung
ORIGINATING SOURCE
Date of Transaction
20200822084818.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
