Coverart for item
The Resource Machine learning in medicine, Part two, by Ton J. Cleophas, Aeilko H. Zwinderman ; with the help from Henny I. Cleophas-Allers

Machine learning in medicine, Part two, by Ton J. Cleophas, Aeilko H. Zwinderman ; with the help from Henny I. Cleophas-Allers

Label
Machine learning in medicine, Part two
Title
Machine learning in medicine
Title number
Part two
Statement of responsibility
by Ton J. Cleophas, Aeilko H. Zwinderman ; with the help from Henny I. Cleophas-Allers
Creator
Contributor
Subject
Genre
Language
eng
Summary
Machine learning is concerned with the analysis of large data and multiple variables. However, it is also often more sensitive than traditional statistical methods to analyze small data. The first volume reviewed subjects like optimal scaling, neural networks, factor analysis, partial least squares, discriminant analysis, canonical analysis, and fuzzy modeling. This second volume includes various clustering models, support vector machines, Bayesian networks, discrete wavelet analysis, genetic programming, association rule learning, anomaly detection, correspondence analysis, and other subjects. Both the theoretical bases and the step by step analyses are described for the benefit of non-mathematical readers. Each chapter can be studied without the need to consult other chapters. Traditional statistical tests are, sometimes, priors to machine learning methods, and they are also, sometimes, used as contrast tests. To those wishing to obtain more knowledge of them, we recommend to additionally study (1) Statistics Applied to Clinical Studies 5th Edition 2012, (2) SPSS for Starters Part One and Two 2012, and (3) Statistical Analysis of Clinical Data on a Pocket Calculator Part One and Two 2012, written by the same authors, and edited by Springer, New York
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Cleophas, Ton J. M
Dewey number
610.285/631
Index
index present
Language note
English
LC call number
R858
LC item number
.C54 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
W 26.5
http://library.link/vocab/relatedWorkOrContributorName
Zwinderman, Aeilko H
http://library.link/vocab/subjectName
  • Medicine
  • Machine learning
  • Medicine
  • Electronic Data Processing
  • Artificial Intelligence
  • Machine learning
  • Medicine
Label
Machine learning in medicine, Part two, by Ton J. Cleophas, Aeilko H. Zwinderman ; with the help from Henny I. Cleophas-Allers
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Multidimensional Clustering
  • Anomaly Detection
  • Association Rule Analysis
  • Multidimensional Scaling
  • Correspondence Analysis
  • Multivariate Analysis of Time Series
  • Support Vector Machines
  • Bayesian Networks
  • Protein and DNA Sequence Mining
  • Continuous Sequential Techniques
  • Introduction to Machine Learning Part Two
  • Discrete Wavelet Analysis
  • Machine Learning and Common Sense
  • Two-Stage Least Squares
  • Multiple Imputations
  • Bhattacharya Analysis
  • Quality-of-Life (QOL) Assessments with Odds Ratios
  • Logistic Regression for Assessing Novel Diagnostic Tests Against Control
  • Validating Surrogate Endpoints
  • Two-Dimensional Clustering
Control code
847514802
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9789400768871
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-94-007-6886-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)847514802
Label
Machine learning in medicine, Part two, by Ton J. Cleophas, Aeilko H. Zwinderman ; with the help from Henny I. Cleophas-Allers
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Multidimensional Clustering
  • Anomaly Detection
  • Association Rule Analysis
  • Multidimensional Scaling
  • Correspondence Analysis
  • Multivariate Analysis of Time Series
  • Support Vector Machines
  • Bayesian Networks
  • Protein and DNA Sequence Mining
  • Continuous Sequential Techniques
  • Introduction to Machine Learning Part Two
  • Discrete Wavelet Analysis
  • Machine Learning and Common Sense
  • Two-Stage Least Squares
  • Multiple Imputations
  • Bhattacharya Analysis
  • Quality-of-Life (QOL) Assessments with Odds Ratios
  • Logistic Regression for Assessing Novel Diagnostic Tests Against Control
  • Validating Surrogate Endpoints
  • Two-Dimensional Clustering
Control code
847514802
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9789400768871
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-94-007-6886-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)847514802

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
Processing Feedback ...