WorldCat Identities

Hyvarinen, Aapo

Overview
Works: 30 works in 84 publications in 3 languages and 1,355 library holdings
Roles: Author, Opponent
Publication Timeline
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Most widely held works by Aapo Hyvarinen
Independent component analysis by Aapo Hyvärinen( Book )

19 editions published between 2001 and 2004 in English and held by 762 WorldCat member libraries worldwide

"Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing and more. Authors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields
Natural image statistics : a probabilistic approach to early computational vision by Aapo Hyvärinen( )

22 editions published in 2009 in English and held by 524 WorldCat member libraries worldwide

"One of the most successful frameworks in computational neuroscience is modelling visual processing using the statistical structure of natural images. In this framework, the visual system of the brain constructs a model of the statistical regularities of the incoming visual data. This enables the visual system to perform efficient probabilistic inference. The same framework is also very useful in engineering applications such as image processing and computer vision."--Back cover
Independent componenet analysis : a neural network approach by Aapo Hyvärinen( Book )

5 editions published in 1997 in English and Undetermined and held by 10 WorldCat member libraries worldwide

Independent Component Analysis by Aapo Hyvärinen( )

1 edition published in 2001 in English and held by 10 WorldCat member libraries worldwide

A comprehensive introduction to ICA for students and practitionersIndependent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.Independent Component Analysis is divided into four sections that cover:*General mathematical concepts utilized in the book*The basic ICA model and its solution*Various extensions of the basic ICA model*Real-world applications for ICA modelsAuthors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields. Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative
Natural Image Statistics A Probabilistic Approach to Early Computational Vision by Aapo Hyvärinen( )

1 edition published in 2009 in Undetermined and held by 6 WorldCat member libraries worldwide

Shokai dokuritsu seibun bunseki : Shingo kaiseki no atarashii sekai( Book )

2 editions published in 2005 in Japanese and held by 5 WorldCat member libraries worldwide

Independent component analysis by Aapo Hyvärinen( Book )

2 editions published in 1997 in English and held by 4 WorldCat member libraries worldwide

Independent component analysis by general non-linear Hebbian-like rules by Aapo Hyvärinen( Book )

2 editions published in 1996 in English and held by 3 WorldCat member libraries worldwide

Natural Image Statistics by Aapo Hyvärinen( )

2 editions published in 2009 in English and held by 3 WorldCat member libraries worldwide

One of the most successful frameworks in computational neuroscience is modeling visual processing using the statistical structure of natural images. This book presents an introduction to the field of natural image statistics. It is suitable for students of neuroscience, computer science, psychology, and cognitive science or statistics
Independent component analysis by Aapo Hyvärinen( Book )

4 editions published in 2001 in Undetermined and English and held by 3 WorldCat member libraries worldwide

Mathematical preliminaries. Basic independent component analysis. Extensions and related methods. Applications of ICA
New approximations of differential entropy for independent component analysis and projection pursuit by Aapo Hyvärinen( Book )

2 editions published in 1997 in English and held by 2 WorldCat member libraries worldwide

A family of fixed-point algorithms for independent component analysis by Aapo Hyvärinen( Book )

2 editions published in 1996 in English and held by 2 WorldCat member libraries worldwide

Sparse code shrinkage : denoising of nongaussian data by maximum likelihood estimation by Aapo Hyvärinen( Book )

2 editions published in 1998 in English and held by 2 WorldCat member libraries worldwide

Natural Image Statistics : a Probabilistic Approach to Early Computational Vision by Aapo Hyvärinen( )

1 edition published in 2009 in English and held by 2 WorldCat member libraries worldwide

Independent component analysis by minimization of mutual information by Aapo Hyvärinen( Book )

2 editions published in 1997 in English and held by 2 WorldCat member libraries worldwide

Noisy independent component analysis, maximum likelihood estimation, and competitive learning by Aapo Hyvärinen( )

1 edition published in 1998 in English and held by 1 WorldCat member library worldwide

Emergence of linguistic representations by independent component analysis by Timo Honkela( Book )

1 edition published in 2003 in English and held by 1 WorldCat member library worldwide

Determinants, reproducibility, and seasonal variation of bacterial cell wall components and viable counts in house dust( )

1 edition published in 2014 in English and held by 1 WorldCat member library worldwide

Abstract: The objectives of this study were (i) to assess the determinants that affect concentrations of the bacterial cell wall components 3-hydroxy fatty acids (3-OH FAs) and muramic acid and of total viable bacteria and actinomycetes in house dust; and (ii) to examine the seasonal variation and reproducibility of these bacterial cell wall components in house dust. A number of lifestyle and environmental factors, mostly not consistent for different bacterial measures but commonly including the type of dwelling and farming (number of livestock), explained up to 37% of the variation of the bacterial concentrations in 212 homes in Eastern Finland. The reproducibility of 3-OH FAs and muramic acid measurements in house dust were studied in five urban homes and were found to be generally high (ICC 74-84%). Temporal variation observed in repeated sampling of the same home throughout a year was more pronounced for 3-OH FAs determinations (ICC 22%) than for muramic acid (ICC 55-66%). We conclude that determinants vary largely for different types of bacterial measurements in house dust; the measured parameters represent different aspects of the bacterial content indoors. More than one sample is needed to describe bacterial concentrations in house dust in the home environment due to large temporal variation
Promosi ekspor untuk tekstil keperluan rumah tangga dan kain tenun dari bahan sintetis buatan Indonsia riset pasar pendahuluan di pasar-pasar sasaran tertentu di Eropa by Aapo Hyvärinen( Book )

1 edition published in 1983 in Indonesian and held by 1 WorldCat member library worldwide

Exposure to fungal spores during the repair of moldy buildings by Tiina Reponen( )

1 edition published in 1993 in English and held by 1 WorldCat member library worldwide

 
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Audience level: 0.52 (from 0.44 for Natural Im ... to 0.99 for Emergence ...)

Independent component analysis Independent component analysis
Covers
Natural image statistics : a probabilistic approach to early computational visionIndependent Component AnalysisNatural Image StatisticsIndependent component analysis
Alternative Names
Aapo Hyvärinen Finnish professor of computer science (University of Helsinki; University College London)

Aapo Hyvärinen Fins informaticus

Aapo Hyvärinen finsk maskinlæringsforsker

Aapo Hyvärinen suomalainen tietojenkäsittelytieteen professori (Helsingin yliopisto, University College London)

Hyvärinen, A.

Hyvarinen, Aapo

ヒバリネン, アーポ

Languages