Search Results - "Casanova, Isidoro J"

Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare by Casanova, Isidoro J, Campos, Manuel, Juarez, Jose M, Gomariz, Antonio, Canovas-Segura, Bernardo, Lorente-Ros, Marta, Lorente, Jose A

“…Pattern mining techniques are helpful tools when extracting new knowledge in real practice, but the overwhelming number of patterns is still a limiting factor…”
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Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study by Casanova, Isidoro J, Campos, Manuel, Juarez, Jose M, Gomariz, Antonio, Lorente-Ros, Marta, Lorente, Jose A

“…Background: It is important to exploit all available data on patients in settings such as intensive care burn units (ICBUs), where several variables are…”
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Impact of time series discretization on intensive care burn unit survival classification by Casanova, Isidoro J., Campos, Manuel, Juarez, Jose M., Fernandez-Fernandez-Arroyo, Antonio, Lorente, Jose A.

“…In the preprocessing step of a knowledge discovery process, the method of discretization selected can have a remarkable impact on the performance and accuracy…”
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Tradinnova-LCS: Dynamic stock portfolio decision-making assistance model with genetic based machine learning by Casanova, Isidoro J

“…This paper describes a decision system based on rules for the management of a stock portfolio using a mechanism of dynamic learning to select the stocks to be…”
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