Advances in Independent Component Analysis and Learning Machines

  • Author : Ella Bingham
  • Publsiher : Academic Press
  • Release : 14 May 2015
  • ISBN : 9780128028070
  • Page : 328 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Advances in Independent Component Analysis and Learning Machines written by Ella Bingham and published by Academic Press. This book was released on 14 May 2015 with total page 328 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining. Examples of topics which have developed from the advances of ICA, which are covered in the book are: A unifying probabilistic model for PCA and ICA Optimization methods for matrix decompositions Insights into the FastICA algorithm Unsupervised deep learning Machine vision and image retrieval A review of developments in the theory and applications of independent component analysis, and its influence in important areas such as statistical signal processing, pattern recognition and deep learning. A diverse set of application fields, ranging from machine vision to science policy data. Contributions from leading researchers in the field.

Advances in Independent Component Analysis and Learning Machines

Advances in Independent Component Analysis and Learning Machines
Author: Ella Bingham,Samuel Kaski,Jorma Laaksonen,Jouko Lampinen
Publisher: Academic Press
Relase: 2015-05-14
ISBN: 9780128028070
GET BOOK

Advances in Neural Networks ISNN 2004

Advances in Neural Networks   ISNN 2004
Author: Fuliang Yin,Jun Wang,Chengan Guo
Publisher: Springer
Relase: 2011-04-07
ISBN: 9783540286486
GET BOOK

Recent Advances in Big Data and Deep Learning

Recent Advances in Big Data and Deep Learning
Author: Luca Oneto,Nicolò Navarin,Alessandro Sperduti,Davide Anguita
Publisher: Springer
Relase: 2019-04-02
ISBN: 9783030168414
GET BOOK

Artificial Neural Networks and Machine Learning ICANN 2019 Theoretical Neural Computation

Artificial Neural Networks and Machine Learning     ICANN 2019  Theoretical Neural Computation
Author: Igor V. Tetko,Věra Kůrková,Pavel Karpov,Fabian Theis
Publisher: Springer Nature
Relase: 2019-11-04
ISBN: 9783030304874
GET BOOK

Machine Learning and Knowledge Discovery in Databases

Machine Learning and Knowledge Discovery in Databases
Author: Peggy Cellier,Kurt Driessens
Publisher: Springer Nature
Relase: 2020-03-27
ISBN: 9783030438876
GET BOOK

Biometrics Advances in Research and Application 2013 Edition

Biometrics   Advances in Research and Application  2013 Edition
Author: Anonim
Publisher: ScholarlyEditions
Relase: 2013-06-21
ISBN: 9781481685764
GET BOOK

Advances in Web Based Learning

Advances in Web Based Learning
Author: Joseph Fong,Chu Ting Cheung,Hong Va Leong,Qing Li
Publisher: Springer
Relase: 2003-08-02
ISBN: 9783540456896
GET BOOK

Web and Big Data

Web and Big Data
Author: Xin Wang,Rui Zhang (Data and information manager),Young-Koo Lee,Le Sun,Yang-Sae Moon
Publisher: Springer Nature
Relase: 2020
ISBN: 9783030602598
GET BOOK

Audio Source Separation and Speech Enhancement

Audio Source Separation and Speech Enhancement
Author: Emmanuel Vincent,Tuomas Virtanen,Sharon Gannot
Publisher: John Wiley & Sons
Relase: 2018-10-22
ISBN: 9781119279891
GET BOOK

Computer Vision ECCV 2018

Computer Vision     ECCV 2018
Author: Vittorio Ferrari,Martial Hebert,Cristian Sminchisescu,Yair Weiss
Publisher: Springer
Relase: 2018-10-06
ISBN: 9783030012281
GET BOOK

Progress in Advanced Computing and Intelligent Engineering

Progress in Advanced Computing and Intelligent Engineering
Author: Bibudhendu Pati,Chhabi Rani Panigrahi,Sudip Misra,Arun K. Pujari,Sambit Bakshi
Publisher: Springer
Relase: 2018-12-17
ISBN: 9789811317088
GET BOOK

Advances in Neural Networks ISNN 2010

Advances in Neural Networks    ISNN 2010
Author: James Kwok,Liqing Zhang,Bao-Liang Lu
Publisher: Springer Science & Business Media
Relase: 2010-05-20
ISBN: 9783642133176
GET BOOK

Intelligent Computing

Intelligent Computing
Author: Kohei Arai,Supriya Kapoor,Rahul Bhatia
Publisher: Springer
Relase: 2018-11-01
ISBN: 9783030011741
GET BOOK

Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic Innovative Approaches

Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic  Innovative Approaches
Author: Aboul Ella Hassanien
Publisher: Springer Nature
Relase: 2021-10-19
ISBN: 9783030633073
GET BOOK

Emerging Research in Data Engineering Systems and Computer Communications

Emerging Research in Data Engineering Systems and Computer Communications
Author: P. Venkata Krishna,Mohammad S. Obaidat
Publisher: Springer Nature
Relase: 2020-02-10
ISBN: 9789811501357
GET BOOK