17 items found

Groups: Health Studies Tags: Spatio-temporal data

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  • 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!
  • Dataset

    Mobility index for local quarantines in Chile

    Fighting the COVID-19 pandemic, most countries have implemented non-pharmaceutical interventions like wearing masks, physical distancing, lockdown, and travel restrictions....
    • CSV
      The resource: 'Mobility Index for Local ...' is not accessible as guest user. You must login to access it!
  • 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.
    • xslx
      The resource: 'Wyroles' is not accessible as guest user. You must login to access it!
  • 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
      The resource: 'Soccer event data' is not accessible as guest user. You must login to access it!
  • Dataset

    A public data set of spatio-temporal match events in soccer competitions

    Soccer analytics is attracting increasing interest in academia and industry, thanks to the availability of sensing technologies that provide high-fidelity data streams for every...
    • JSON
      The resource: 'Soccer match event dataset' is not accessible as guest user. You must login to access it!
    • text/x-python
      The resource: 'code to reproduce plots in ...' is not accessible as guest user. You must login to access it!
  • 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...
  • 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

    PlayeRank evaluation framework

    The problem of evaluating the performance of soccer players is attracting the interest of many companies and the scientific community, thanks to the availability of massive...
    • Github
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  • Experiment

    Regional Bioelectrical Phase Angle Is More Informative than Whole-Body Phase ...

    The objective of this study was to investigate the association between regional and total phase angle (PhA) with lower-body neuromuscular performance in young elite soccer...
  • Experiment

    Blood sample profile helps to injury forecasting in elite soccer players

    Hematocrit, Hemoglobin, number of red blood cells, testosterone, and ferritin were the most important features that allowed to profile players and to analyze the response to...
  • Experiment

    Special Issue Frontiers in Physiology - Performance and recovery in team spor...

    the scope of the Special Issue is to advance knowledge of the factors affecting sports performance and recovery emphasizing the use of novel strategies to alleviate and...
  • Experiment

    Single and combined effect of kinesio tape and warm-up on sprint cycling perf...

    The fact that kinesio tape may be capable to enhance muscle power would qualify it as practical tool to be considered during passive warm-up (WU) or coupled with active WU...
  • 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

    A new strategy for the somatotype quantification in Elite Soccer Players

    Easy-to-apply and quick methods for evaluate body composition are often preferred when assessing soccer teams. This experiment aimed to develop new equations for the...
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