A novel explainable artificial intelligence framework using knockoffs techniques with applications to sports analytics
Sign Up to like & getrecommendations! Published in 2025 at "Annals of Operations Research"
DOI: 10.1007/s10479-025-06575-y
Abstract: The rapid integration of black-box Machine Learning (ML) models into critical decision-making scenarios has triggered an urgent call for transparency from stakeholders in Artificial Intelligence (AI). This call stems from growing concerns about the deployment… read more here.
Keywords: artificial intelligence; framework; decision making; sports analytics ... See more keywords
Sports analytics for professional speed skating
Sign Up to like & getrecommendations! Published in 2017 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-017-0512-3
Abstract: In elite sports, training schedules are becoming increasingly complex, and a large number of parameters of such schedules need to be tuned to the specific physique of a given athlete. In this paper, we describe… read more here.
Keywords: sports analytics; speed skating; training; speed ... See more keywords
Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned
Sign Up to like & getrecommendations! Published in 2024 at "Machine Learning"
DOI: 10.1007/s10994-024-06585-0
Abstract: There has been an explosion of data collected about sports. Because such data is extremely rich and complex, machine learning is increasingly being used to extract actionable insights from it. Typically, machine learning is used… read more here.
Keywords: evaluation sports; methodology; methodology evaluation; machine learning ... See more keywords
Recent Progress in Wearable Biosensors: From Healthcare Monitoring to Sports Analytics
Sign Up to like & getrecommendations! Published in 2020 at "Biosensors"
DOI: 10.3390/bios10120205
Abstract: Recent advances in lab-on-a-chip technology establish solid foundations for wearable biosensors. These newly emerging wearable biosensors are capable of non-invasive, continuous monitoring by miniaturization of electronics and integration with microfluidics. The advent of flexible electronics,… read more here.
Keywords: sports analytics; biosensors healthcare; recent progress; wearable biosensors ... See more keywords