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  • JournalArticle

    Volleyball-Specific Skills and Cognitive Functions Can Discriminate Players o...

    Formenti, D, Trecroci, A, Duca, M, Vanoni, M, Ciovati, M, Rossi, A, and Alberti, G. Volleyball-specific skills and cognitive functions can discriminate players of different...
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  • JournalArticle

    Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of ...

    Application of ultra–short Heart Rate Variability (HRV) is desirable in order to increase the applicability of HRV features to wrist-worn wearable devices equipped with heart...
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  • Method

    SDNN24 Estimation from Semi-Continuous HR Measures

    The standard deviation of the interval between QRS complexes recorded over 24 h (SDNN24) is an important metric of cardiovascular health. Wrist-worn fitness wearable devices...
  • JournalArticle

    Change of direction asymmetry across different age categories in youth soccer

    Background: In youth, the development of change of direction (COD) and sprint performance is a key component for successfully competing in soccer across age. During a COD, the...
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  • ConferencePaper

    Automatic pass annotation from soccer VideoStreams based on object detection ...

    Soccer analytics is attracting increasing interest in academia and industry, thanks to the availability of data that describe all the spatio-temporal events that occur in each...
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  • JournalArticle

    A Public Dataset of 24-h Multi-Levels Psycho-Physiological Responses in Young...

    Wearable devices now make it possible to record large quantities of physiological data, which can be used to obtain a clearer view of a person’s health status and behavior....
  • Method

    Explaining the difference between men and women football

    Women's football is gaining supporters and practitioners worldwide, raising questions about what the differences are with men's football. While the two sports are often...
  • 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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    Dataset

    Private Soccer Data Challenge dataset

  • 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
      The resource: 'Introduction to Data Curation' is not accessible as guest user. You must login to access it!
  • Method

    Data-driven ranking of soccer teams

    A methodology per ranking soccer teams based on soccer logs
  • Method

    Injury forecaster for soccer players

    An algorithm to forecast the injuries of soccer players given their training workload
  • 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...
  • 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...
  • 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...
  • 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.
  • 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...
  • 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...
  • 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.
  • 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...