Other

Last updated on Jan 16, 2022
Photo by European Network on Independent Living

Every paper that is not a part of the research project is included here.

other
Sandro Radovanović
Sandro Radovanović
Assistant Professor at University of Belgrade

My research interests include machine learning, development and design of decision support systems, decision theory, and fairness and justice concepts in algorithmic decision making.

Posts

Introduction
Sandro Radovanović, Algorithmic fairness, ML for medicine, ski injury predictions
Sandro Radovanović
Last updated on Jan 16, 2022 3 min read Introduction
Project Project Project Project
Introduction

Publications

Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks
Currently, one of the biggest challenges in modern traffic engineering is related to traffic state estimation (TSE). Although many …
Andrija Petrović, Sandro Radovanović, Mladen Nikolić, Boris Delibašić, Miloš Jovanović
Cite Project Source Document
Machine learning in scientific grant review: algorithmically predicting project efficiency in high energy physics
As more objections have been raised against grant peer-review for being costly and time-consuming, the legitimate question arises …
Vlasta Sikimić, Sandro Radovanović
PDF Cite Project Source Document
Evaluation of public procurement efficiency of the EU countries using preference learning TOPSIS method
Holding governments accountable for public procurement efficiency has been high on the agenda of public finance practitioners in the …
Miloš Milosavljević, Sandro Radovanović, Boris Delibašić
Cite Project Source Document
Predicting Dropout in Online Learning Environments
Online learning environments became popular in recent years. Due to high attrition rates, the problem of student dropouts became of …
Sandro Radovanović, Boris Delibašić, Milija Suknović
PDF Cite Project Source Document DOI
Optimal research team composition: data envelopment analysis of Fermilab experiments
We employ data envelopment analysis on a series of experiments performed in Fermilab, one of the major high-energy physics laboratories …
Slobodan Perović, Sandro Radovanović, Vlasta Sikimić, Andrea Berber
PDF Cite Project Source Document DOI
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
Cite Project
Two-phased DEA-MLA approach for predicting efficiency of NBA players
In sports, a calculation of efficiency is considered to be one of the most challenging tasks. In this paper, DEA is used to evaluate an …
Sandro Radovanović, Milan Radojičić, Gordana Savić
Cite Project Source Document DOI
A Novel Approach in Evaluating Efficiency of Basketball Players
Contemporary business, and thus sports, should take advantage of statistical and mathematical methods for the assessment of efficiency. …
Sandro Radovanović, Milan Radojičić, Veljko Jeremić, Gordana Savić
PDF Cite Project Source Document DOI