28 items found

Tags: Human Mobility data

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  • Experiment

    Simulation of individual mobility using STS-EPR

    In this experiment we simulate the mobility of individuals in New York City, London, and Tokyo, using STS-EPR. For each city, we compare the synthetic trajectories generated...
    • PDF
      The resource: 'STS-EPR (EasyChair Preprint)' is not accessible as guest user. You must login to access it!
  • 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...
  • TrainingMaterial

    Epidemics and city. How mobility and well being changed with COVID19 era

    How did the COVID-19 epidemics change our mobility habits, and how did it impact on people’s well-being and on the virus transmissibility? In the first webinar of the seminar...
    • HTML
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  • Dataset

    GPS Origin Destination Matrix in Tuscany

    This dataset is the origin and destination matrix among the municipalities of Tuscany extracted starting from GPS tracks of private vehicles collected from 2014-02-10 to...
    • CSV
      The resource: ' GPS Origin Destination Matrix' is not accessible as guest user. You must login to access it!
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    TrainingMaterial

    Private High Performance and Scalable Analytics Module

    Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...
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    TrainingMaterial

    Private Data Mining and Machine Learning for Social Science

    An introductory course for data mining and machine learning for social science. The course focuses on presenting typical data mining and machine learning techniques by using a...
  • TrainingMaterial

    Can Big Data Bridge Gaps in Migration Statistics

    Traditional statistical data on international migration suffers from the problems (gaps) of inconsistency in definitions, differences in geographical coverages, absence of...
    • HTML
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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!
  • Method

    Privacy Risk on Trajectories

    This method provides a Privacy Risk Assessment on mobility data, in terms of trajectories or aggregation of trajectories, i.e., locations with frequency of visit and locations...
    • Python
      The resource: 'privacy-lib' is not accessible as guest user. You must login to access it!
  • 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

    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.
  • Dataset

    GPS Tracks - Mestre, Italy 2010

    This dataset contains about 87.000 GPS tracks of private vehicles in the area of Mestre collected in August 2010.
  • 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

    Flickr and Wikipedia Tourism Trajectories

    The dataset contains a knowledge base built with data coming from Flickr and Wikipedia. It covers three Italian cities which are important from a sightseeing point of view and...
    • The resource: 'TripBuilder' is not accessible as guest user. You must login to access it!
  • Dataset

    GPS Tracks Tuscany by volunteers

    This dataset contains GPS trajectories provided by volunteers travelling in Tuscany from 2014-05-20 to 2014-09-30. Besides the tracks, the volunteers provided annotations about...
  • Dataset

    GPS Tracks Pisa - Italy 2010

    The dataset consists of 1.4 mln of GPS tracks of private vehicles in Tuscany in the area of Pisa. Data have been collected from 2010-12-01 to 2010-12-31.
  • Dataset

    GPS Tracks - Milan, Italy - Simulated

    This datataset contains simulated tracks of private cars in Milan. The dataset is generated from a real dataset of people in order to respect some general statistics and...
    • ZIP
      The resource: 'Milano Simulated Data' is not accessible as guest user. You must login to access it!
  • Dataset

    GPS Tracks - Calabria, Italy 2012

    The dataset consists of GPS tracks of private vehicles collected in Calabria region (Italy). It counts about 28 mln of trajectories of about 115.000 users. Data are in the...
  • Dataset

    GPS Tracks - Tuscany 2011

    This dataset contains GPS trajectories of private vehicles crossing the region of Tuscany in Italy. It is composed of about 11 mln of trips of 150.000 users collected in May...
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