DEX

Linguistic-Summary-Based Feature Selection for Qualitative Decision Support
Qualitative decision models such as DEX rely on a hierarchical aggregation of elementary criteria into interpretable decision rules. …
Sandro Radovanović, Miroslav Hudec, Boris Delibašić, Marko Bohanec
Cite Project Source Document
LLM + DEX: Faster and Explainable Construction of Hierarchical Decision-Making Models
This paper explores the possibilities of integrating Large Language Models into the DEX methodology for multi-criteria decision-making. …
Sandro Radovanović, Boris Delibašić, Marko Bohanec, Milija Suknović
PDF Cite Project Source Document DOI
A comparison between DSS and ML models for churn prediction
This paper compares the accuracy and convenience of a classical machine learning algorithm, a decision tree, and a classical decision …
Boris Delibašić, Sandro Radovanović, Marko Bohanec, Milija Suknović
Cite Project Source Document
Balkan Peace Index
Peace, Security, Western Balkans, Index, Policy
Sandro Radovanović
Last updated on Feb 9, 2025 3 min read Research, Policy
Balkan Peace Index
A Decision Support System For Internal Migration Policy-Making
This paper proposes a decision support system for internal migration policy in the Republic of Serbia, which uses machine learning and …
Boris Delibašić, Sandro Radovanović, Svetlana Vukanović
PDF Cite Project Source Document DOI
Extracting decision models for ski injury prediction from data
Creating decision models for risk assessment of ski injuries is a challenging task. Ski injuries are rare events, but they carry a high …
Sandro Radovanović, Marko Bohanec, Boris Delibašić
Cite Project Source Document DOI
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
PDF Cite Project Source Document DOI