461 items found

Filter Results
  • Method

    Estimating countries' peace index with GDELT

    We use news media attention from the Global Data of Events, Location and Tone (GDELT) database, as a proxy for estimating Global Peace Index (GPI), to complement the knowledge...
  • Method

    Ground truth evaluation of home location detection algorithms

    Inferring mobile phone users' home location, i.e., assigning a location in space to a user based on data generated by the mobile phone network, is a central task in leveraging...
  • Method

    TARS based prediction for Next Basket

    Nowadays, a hot challenge for supermarket chains is to offer personalized services to their customers. Market basket prediction, i.e., supplying the customer a shopping list...
    • HTML
      The resource: 'TARS and TBP' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Related paper' is not accessible as guest user. You must login to access it!
  • Method

    DebtRank Systemic Risk Estimation Method

    The DebtRank algorithm is used to estimate the impact of shocks in financial networks, as it overcomes the limitations of the traditional default-cascade approaches.The method...
    • RAR
      The resource: 'Systemic risk estimation.rar' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Related paper' is not accessible as guest user. You must login to access it!
  • Method

    Estimating Collective Wellbeing

    This method estimates the wellbeing of a country by using an alternative measure to GDP. The proposed measure is the average sophistication of the satisfiable needs of a...
    • ZIP
      The resource: 'EstimatingCollectiveWellbei ...' is not accessible as guest user. You must login to access it!
  • Method

    Influence of missing RR-Intervals caused by motion artifacts on HRV features ...

    Wearable physiological monitors have become increasingly popular, often worn during people’s daily life, collecting data 24 hours a day, 7 days a week. In the last decade,...
  • Method

    Nowcasting well-being with human mobility data

    This method describes an analytical framework to nowcast well-being by using mobility measures extracted from mobile phone data.
  • Method

    A Narrative Review for a Machine Learning Application in Sports: An Example B...

    In the last decade, the number of studies about machine learning algorithms applied to sports, e.g., injury forecasting and athlete performance prediction, have rapidly...
  • Method

    PassNet

    Deep learning for automatic detection of soccer events from broadcasted video Soccer analytics is attracting increasing interest in academia and industry, thanks to the...
  • 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...
  • 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

    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...
  • 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
      The resource: 'PlayeRank performance ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'dataset' is not accessible as guest user. You must login to access it!
  • Dataset

    Covid infodemic in Italy -- Most retweeted accounts

    Top 10 most retweeted accounts on Covid-related keywords, between Jan 30 and Mar 20, 2020.
    • ZIP
      The resource: 'dataset' is not accessible as guest user. You must login to access it!
  • Dataset

    Twitter Dataset British MPs

    This dataset contains the Twitter tweet_ids from the Timelines of 584 members of British Parliament (collected between 4th and 6th of March 2022). The users are identified from...
    • TSV
      The resource: 'Twitter Dataset British MPs' is not accessible as guest user. You must login to access it!