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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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An investigation of human trajectories in Ski Resorts
Analyzing human trajectories based on sensor data is a challenging research topic. It has been analyzed from many aspects like …
Boris Delibašić, Sandro Radovanović, Miloš Jovanović, Milan Vukićević, Milija Suknović
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A Data and Knowledge Driven Randomization Technique for Privacy-Preserving Data Enrichment in Hospital Readmission Prediction
In health care predictive analytics, limited data is often a major obstacle for developing highly accurate predictive models. The lack …
Milan Vukićević, Sandro Radovanović, Gregor Štiglic, Boris Delibašić, Sven Van Poucke, Zoran Obradović
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A Novel Bootstrap DBA-DEA Approach in Evaluating Efficiency of Banks
Efficiency evaluation has long been an issue of great concern for the banking sector (financial institutions and for the banks …
Milan Radojičić, Gordana Savić, Sandro Radovanović, Veljko Jeremić
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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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