Search Results - "Radovanovic, Sandro"

Distinguishing predictive profiles for patient-based risk assessment and diagnostics of plaque induced, surgically and prosthetically triggered peri-implantitis by Canullo, Luigi, Tallarico, Marco, Radovanovic, Sandro, Delibasic, Boris, Covani, Ugo, Rakic, Mia

“…Objective To investigate whether specific predictive profiles for patient‐based risk assessment/diagnostics can be applied in different subtypes of…”
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Team-bounded DEA efficiency scores: The case of UEFA Champions League Players by Ivanović Luka, Radovanović Sandro, Savić Gordana, Delibašić Boris, Popović Milena

“…Measuring the efficiency of a football player is an interesting task. Every player invests time and energy to produce an outcome during the game that can lead…”
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FairDEA—Removing disparate impact from efficiency scores by Radovanović, Sandro, Savić, Gordana, Delibašić, Boris, Suknović, Milija

“…•We propose fair data envelopment analysis method.•Additional constraint controls disparate impact in the data envelopment analysis.•As a result, average…”
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FAIR: Fair adversarial instance re-weighting by Petrović, Andrija, Nikolić, Mladen, Radovanović, Sandro, Delibašić, Boris, Jovanović, Miloš

“…•We merge reweighing and adversarial approaches for mitigating bias in machine learning models, while keeping the best from both.•The proposed method can…”
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Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach by Dodevska, Zorica, Petrović, Andrija, Radovanović, Sandro, Delibašić, Boris

“…Ranking is a prerequisite for making decisions, and therefore it is a very responsible and frequently applied activity. This study considers fairness issues in…”
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Building interpretable predictive models for pediatric hospital readmission using tree-lasso logistic regression by Jovanović, Miloš, Radovanović, Sandro, Vukićević, Milan, Van Poucke, Sven, Delibašić, Boris

“…Highlights • Integration of domain knowledge (in the form of ICD-9-CM hierarchical nomenclature of diseases) and learning algorithm (Tree-Lasso logistic…”
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Machine learning in scientific grant review: algorithmically predicting project efficiency in high energy physics by Sikimić, Vlasta, Radovanović, Sandro

“…As more objections have been raised against grant peer-review for being costly and time-consuming, the legitimate question arises whether machine learning…”
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What drives the performance of tax administrations? Evidence from selected european countries by Milosavljević, Miloš, Radovanović, Sandro, Delibašić, Boris

“…An effective, efficient, fair, and trusted tax administration is a top priority for every country in the world; however, tax administration faces many issues,…”
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The predictive value of microbiological findings on teeth, internal and external implant portions in clinical decision making by Canullo, Luigi, Radovanović, Sandro, Delibasic, Boris, Blaya, Juan Antonio, Penarrocha, David, Rakic, Mia

“…Aim The primary aim of this study was to evaluate 23 pathogens associated with peri‐implantitis at inner part of implant connections, in peri‐implant and…”
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Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks by Petrović, Andrija, Radovanović, Sandro, Nikolić, Mladen, Delibašić, Boris, Jovanović, Miloš

“…Currently, one of the biggest challenges in modern traffic engineering is related to traffic state estimation (TSE). Although many machine learning and domain…”
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Extracting decision models for ski injury prediction from data by Radovanović, Sandro, Bohanec, Marko, Delibašić, Boris

“…Creating decision models for risk assessment of ski injuries is a challenging task. Ski injuries are rare events, but they carry a high cost, that is, can…”
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Enabling Equal Opportunity in Logistic Regression Algorithm by Radovanović, Sandro, Ivić, Marko

“…Research Question: This paper aims at adjusting the logistic regression algorithm to mitigate unwanted discrimination shown towards race, gender, etc…”
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When Fairness Meets Consistency in AHP Pairwise Comparisons by Dodevska, Zorica, Radovanović, Sandro, Petrović, Andrija, Delibašić, Boris

“…We propose introducing fairness constraints to one of the most famous multi-criteria decision-making methods, the analytic hierarchy process (AHP). We offer a…”
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Optimal research team composition: data envelopment analysis of Fermilab experiments by Perović, Slobodan, Radovanović, Sandro, Sikimić, Vlasta, Berber, Andrea

“…We employ data envelopment analysis on a series of experiments performed in Fermilab, one of the major high-energy physics laboratories in the world, in order…”
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A fair classifier chain for multi‐label bank marketing strategy classification by Radovanović, Sandro, Petrović, Andrija, Delibašić, Boris, Suknović, Milija

“…Recently, the usage of machine learning algorithms is subject to discussion from a legal and ethical point of view. Unwanted discrimination regarding gender or…”
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Resolution of peri‐implant mucositis following standard treatment: A prospective split‐mouth study by Rakic, Mia, Tatic, Zoran, Radovanovic, Sandro, Petkovic‐Curcin, Aleksandra, Vojvodic, Danilo, Monje, Alberto

“…Background Peri‐implant mucositis (PIM) is a pathological precursor of peri‐implantitis, but its pattern of conversion to peri‐implantitis is unclear and…”
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How frequent does peri-implantitis occur? A systematic review and meta-analysis by Rakic, Mia, Galindo-Moreno, Pablo, Monje, Alberto, Radovanovic, Sandro, Wang, Hom-Lay, Cochran, David, Sculean, Anton, Canullo, Luigi

“…Objectives The objective of this study is to estimate the overall prevalence of peri-implantitis (PI) and the effect of different study designs, function…”
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Is the personalized approach the key to improve clinical diagnosis of peri‐implant conditions? The role of bone markers by Rakic, Mia, Monje, Alberto, Radovanovic, Sandro, Petkovic‐Curcin, Aleksandra, Vojvodic, Danilo, Tatic, Zoran

“…Background Study objectives were 1) to estimate diagnostic capacity of clinical parameters, receptor activator of nuclear factor kappa‐B (RANKL) and…”
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Effect of argon plasma abutment activation on soft tissue healing: RCT with histological assessment by Canullo, Luigi, Donato, Antonacci, Savadori, Paolo, Radovanovic, Sandro, Iacono, Roberta, Rakic, Mia

“…Objective To assess the peri‐implant soft tissue profiles between argon plasma treatment (PT) and non‐treated (NPT) healing abutments by comparing clinical and…”
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Cloud Based Metalearning System for Predictive Modeling of Biomedical Data by Vukicevic, Milan, Radovanovic, Sandro, Milovanovic, Milos, Minovic, Miroslav

“…Rapid growth and storage of biomedical data enabled many opportunities for predictive modeling and improvement of healthcare processes. On the other side…”
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