Ski injury prediction

Analyzing Disparities in Machine Learning-based Ski Injury Prediction: A Longitudinal Study for Mt. Kopaonik Ski Resort
Using machine learning algorithms to predict the occurrence of ski injuries in recreational skiing is not a novel task. Although the …
Sandro Radovanović, Andrija Petrović, Boris Delibašić, Milija Suknović
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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
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A study on ski groups size and their relationship to the risk of injury
This paper addresses a novel topic in ski injury research - how a ski group size indicates the risk of ski injury. There is evidence in …
Boris Delibašić, Sandro Radovanović, Miloš Jovanović, Zoran Obradović, Milija Suknović, Ranko Lojić
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Improving Decision-Making in Ski Resorts by Analysing Ski Lift Transportation—A Review
This paper provides an overview of research on ski lift transportation data, a still heavily underused resource in ski resorts. To the …
Boris Delibašić, Sandro Radovanović, Miloš Jovanović, Milija Suknović
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Ski Injury Predictions with Explanations
Providing prediction models for ski injuries is a very challenging classification problem. We propose a model for injury prediction …
Sandro Radovanović, Andrija Petrović, Boris Delibašić, Milija Suknović
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Where will the next ski injury occur? A system for visual and predictive analytics of ski injuries
Ski injury is a rare event with 2‰ rate (2 injuries per 1000 skier days expected). Additionally, injuries are dispersed over a ski …
Sandro Radovanović, Boris Delibašić, 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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Ski injury predictive analytics from massive ski lift transportation data
Ski injury research is traditionally studied on small-scale observational studies where risk factors from univariate and multivariate …
Boris Delibašić, Sandro Radovanović, Miloš Jovanović, Zoran Obradović, Milija Suknović
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