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Knowledge Discovery in Databases for Prediction of Lab Tests Necessity
A predicting model using real-patients data
Language
English
English
Book
Paperback
An ICU database collected at Hospital da Luz, in Lisbon was used for Knowledge retrieval. The Knowle...
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Libristo code: 16426430
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108 b
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An ICU database collected at Hospital da Luz, in Lisbon was used for Knowledge retrieval. The Knowledge Discovery in Databases process is applied to this dataset, to obtain classification models that will allow to identify the laboratory testing necessity. Data preprocessing and reduction, feature selection, and classification processes are used. For the classification step, soft computing tools such as fuzzy systems and neural networks are used, combined with SFS, AFS and GA feature selection tools. The feature selection tools have been altered to work with distributed computing, in order to decrease the execution time.
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About the book
Full name
Knowledge Discovery in Databases for Prediction of Lab Tests Necessity
Author
Jeronimo Pinto
Language
English
English
Binding
Book - Paperback
Date of issue
2017
Number of pages
108
EAN
9783330995758
Libristo code
16426430
Publishers
Novas Edicioes Academicas
Weight
179
Dimensions
150 x 220 x 6
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