15 items found

Organisations: SoBigData Catalogue Groups: Sports Data Science

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  • SoBigData.eu: Dataset

    Multilevel Monitoring of Activity and Sleep in Healthy people

    Multilevel Monitoring of Activity and Sleep in Healthy people (MMASH) dataset provides 24 hours of continuous beat-to-beat heart data, triaxial accelerometer data, sleep...
  • SoBigData.eu: Method

    Estimation of Resting Heart Rate circadian rhythm

    Wrist-worn wearable devices equipped with heart rate (HR) sensors have become increasingly popular. The ability to correctly interpret the collected data is fundamental to...
  • SoBigData.eu: Method

    Relationship between External and Internal Workloads in Soccer Players

    The use of machine learning (ML) in soccer allows for the management of a large amount of data deriving from the monitoring of sessions and matches. Although the rate of...
  • SoBigData.eu: Experiment

    Short-Term Delayed Effects of Kinesio Taping on Sprint Cycling Performance

    The aim of this study was to assess short-term delayed effects of Kinesio taping (KT) on maximal cycling performance. A design with repeated measures was used. Fifteen healthy...
  • SoBigData.eu: Experiment

    Ski event participation trends and motivational profiles of women

    Mass participation sporting events (MPSEs) are viewed as encouraging regular exercise in the population, but concerns have been expressed about the extent to which they are...
  • SoBigData.eu: Experiment

    Volleyball-specific skills and cognitive functions can discriminate the level...

    The aim of this study was to investigate whether volleyball-specific skills, physical performance, and general cognitive functions differ between players of different...
  • SoBigData.eu: TrainingMaterial

    Introduction to Data Curation

    This course is an introduction to data collection, data preparation & transformation and data analysis. It contains the essential concepts for a researcher in order to...
    • PDF
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    SoBigData.eu: Dataset

    Private Soccer Data Challenge dataset

  • SoBigData.eu: Method

    Soccer teams ranking simulator

    This algorithm simulates the outcomes of an entire season of each team of a football league only relying on technical data (i.e., excluding the goals scored), by exploiting a...
  • SoBigData.eu: Dataset

    Soccer Events

    This dataset contains data regarding one full season of soccer games. For each player there are locations (positions in pitch) visited and all the events they generated...
    • ZIP
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  • SoBigData.eu: Dataset

    Soccer Team Performance

    The dataset contains the performance features (passes, shots, goals, tackles, ecc) of soccer teams during the games of six major European leagues in three seasons. The dataset...
  • SoBigData.eu: Method

    Injury forecaster for soccer players

    An algorithm to forecast the injuries of soccer players given their training workload
  • SoBigData.eu: Experiment

    Automatic detection of soccer roles from soccer-logs

    In this experiment we processed game events available in soccer-logs in order to identify in an unsupervised way (i.e., using a data mining clustering algorithm) a set of roles.
  • SoBigData.eu: Method

    Data-driven ranking of soccer teams

    A methodology per ranking soccer teams based on soccer logs
  • SoBigData.eu: Dataset

    Wyscout soccer-logs dataset

    A dataset of soccer-logs for all the main soccer leagues in the world, from season 2014/2015 to the current one.
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