Domain knowledge

A Framework for Integrating Domain Knowledge in Logistic Regression with Application to Hospital Readmission Prediction
It is commonly understood that machine learning algorithms discover and extract knowledge based on data at hand. However, a huge amount …
Sandro Radovanović, Boris Delibašić, Miloš Jovanović, Milan Vukićević, Milija Suknović
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Framework for integration of domain knowledge into logistic regression
Traditionally, machine learning extracts knowledge solely based on data. However, huge volume of knowledge is available in other …
Sandro Radovanović, Boris Delibašić, Miloš Jovanović, Milan Vukićević, Milija Suknović
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Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries
Machine learning models are often unaware of the structure that exists between attributes. Expert models, on the other hand, provide …
Boris Delibašić, Sandro Radovanović, Miloš Jovanović, Marko Bohanec, Milija Suknović
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Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction
Many studies fail to provide models for 30-day hospital re-admission prediction with satisfactory performance due to high …
Sandro Radovanović, Milan Vukićević, Ana Kovačević, Gregor Štiglic, Zoran Obradović
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Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples
In recent years, prediction of 30-day hospital readmission risk received increased interest in the area of Healthcare Predictive …
Milan Vukićević, Sandro Radovanović, Ana Kovačević, Gregor Štiglic, Zoran Obradović
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