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130217s2013 ne | s |||| 0|eng d |
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|a 9789400758247
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| 024 |
7 |
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|a 10.1007/978-94-007-5824-7
|2 doi
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| 040 |
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|a Sistema de Bibliotecas del Tecnológico de Costa Rica
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| 100 |
1 |
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|a Cleophas, Ton J.
|e author.
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| 245 |
1 |
0 |
|a Machine Learning in Medicine /
|c by Ton J. Cleophas, Aeilko H. Zwinderman.
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| 250 |
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|a 1st ed. 2013.
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| 260 |
# |
# |
|a Dordrecht :
|b Springer Netherlands :
|b Imprint: Springer,
|c 2013.
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| 300 |
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|a XV, 265 p. 44 illus. :
|b online resource.
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| 336 |
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 505 |
0 |
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|a Preface -- 1 Introduction to machine learning -- 2 Logistic regression for health profiling -- 3 Optimal scaling: discretization -- 4 Optimal scaling: regularization including ridge, lasso, and elastic net regression -- 5 Partial correlations -- 6 Mixed linear modelling -- 7 Binary partitioning -- 8 Item response modelling -- 9 Time-dependent predictor modelling -- 10 Seasonality assessments -- 11 Non-linear modelling -- 12 Artificial intelligence, multilayer Perceptron modelling -- 13 Artificial intelligence, radial basis function modelling -- 14 Factor analysis -- 15 Hierarchical cluster analysis for unsupervised data -- 16 Partial least squares -- 17 Discriminant analysis for Supervised data -- 18 Canonical regression -- 19 Fuzzy modelling -- 20 Conclusions. Index. .
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| 650 |
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|a Medicine.
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| 650 |
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0 |
|a Entomology.
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| 650 |
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0 |
|a Statistics .
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| 650 |
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|a Optical data processing.
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| 650 |
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0 |
|a Literacy.
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| 650 |
1 |
4 |
|a Biomedicine, general.
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| 650 |
2 |
4 |
|a Entomology.
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| 650 |
2 |
4 |
|a Medicine/Public Health, general.
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| 650 |
2 |
4 |
|a Statistics, general.
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| 650 |
2 |
4 |
|a Computer Imaging, Vision, Pattern Recognition and Graphics.
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| 650 |
2 |
4 |
|a Literacy.
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| 700 |
1 |
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|a Zwinderman, Aeilko H.
|e author.
|
| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
0 |
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|t Springer eBooks
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| 900 |
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|a Libro descargado a ALEPH en bloque (proveniente de proveedor)
|