52 items found

Tags: Mobility mining

Filter Results
  • 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
      The resource: 'Epidemics and the city: ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Efficiency - Effectiveness Trade-offs in Learning to Rank

    This tutorial provides an 'Introduction to Learning to Rank' and focuses on 'Dealing with the Efficiency/Effectiveness trade-off in Web Search'. Moreover, it provides two...
    • PDF
      The resource: 'Introduction to Learning ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Dealing with the ...' is not accessible as guest user. You must login to access it!
    • python
      The resource: 'Hands-on Session 1 ' is not accessible as guest user. You must login to access it!
    • python
      The resource: 'Hands-on Session 2 ' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Publicly available ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Istella Learning to Rank ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Introduction to Parallel ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Hadoop' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Hadoop Patterns' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Remote Connection and HDFS' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Remote ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Spark' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Spark SQL' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Hadoop Ecosystem and ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Mining with Spark (MLLIB)' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Data Mining ...' is not accessible as guest user. You must login to access it!
  • Access required...

    ×

    Experiment

    Private Optimizing Empty Container Repositioning and Fleet Deployment via Configurabl...

    We introduce a novel framework, Configurable SemiPOMDPs, to model this type of problems. Furthermore, we provide a two-stage learning algorithm, “Configure & Conquer”...
  • Experiment

    Simulation of urban impact of navigation services

    This experiment performs a simulation (using SUMO) of the urban impact of two navigation services (TomTom and OpenRoutingService) in the city of Milan, Italy.
  • Dataset

    Synthetic Mobility Purpose Dataset

    A synthetically generated dataset representing purpose-of-motion data in the format of individual mobility networks.
    • ZIP
      The resource: 'Synthetic purpose of ...' is not accessible as guest user. You must login to access it!
  • Dataset

    Kinematic Features of Porto Taxi Trips

    This dataset comprises tabular information related to the movement of taxis in the city of Porto, Portugal. For every taxi journey, we segmented the trajectory into 20...
    • CSV
      The resource: 'TIF - taxi trajectory data' is not accessible as guest user. You must login to access it!
  • Dataset

    Shopping retail synthetic dataset (TVAE)

    Synthetic shopping retail consumption data generated with TVAE. The dataset provides monthly information on the spending of synthetic customers belonging to two classes (i.e.,...
    • The resource: 'Shopping retail synthetic ...' is not accessible as guest user. You must login to access it!
  • Access required...

    ×

    Dataset

    Private 64-tiles tessellation of Manhattan

    Squared tessellation of the Manhattan district of NYC. The manhattan land zone (including small island) are tessellated into 64 squared tiles of equal dimension. More details on...
  • Access required...

    ×

    Dataset

    Private Synthetic Mobility Network of Chicago's bikes

    AI-generated mobility network represented daily flows of bike sharing vehicles in Chicago. The mobility network represent the flow among the tiles of a 64-tiles squared...
  • Access required...

    ×

    Dataset

    Private Synthetic Mobility Network of Chicago's taxis

    AI-generated mobility network represented daily flows of taxi rides in Chicago. The mobility network represent the flow among the tiles of a 64-tiles squared tessellation of the...
  • Access required...

    ×

    Dataset

    Private Synthetic Mobility Network of Manhattan's bikes

    AI-generated mobility network represented daily flows of bike sharing vehicles in Manhattan. The mobility network represent the flow among the tiles of a 64-tiles squared...
  • Access required...

    ×

    Dataset

    Private Synthetic Mobility Network of Manhattan's taxis

    AI-generated mobility network represented daily flows of taxi rides in Manhattan. The mobility network represent the flow among the tiles of a 64-tiles squared tessellation of...
  • Method

    Prediction of next career moves from scientific profiles

    This is a two-stage predictive model for the mobility of scientists. First, data mining is used to predict which researcher will move in the next year on the basis of their...
  • Dataset

    Car sharing dataset

    The dataset comprises pickup and drop-off times and locations of vehicles in 10 European cities for one of the major free-floating car sharing operator. For nine of these...
  • Dataset

    ISTAT Census zone Tuscany

    This dataset contains the geometry of about 20.000 census sectors and limited demographic information of Tuscany region (Italy).
    • ZIP
      The resource: 'Istat Dataset ' is not accessible as guest user. You must login to access it!
  • Access required...

    ×

    Dataset

    Private 64-tiles tessellation of Chicago

    Squared tessellation of the city center of Chicago, Illinois, into 64 tiles. Tessellation only of the central part of Chicago, namely the neighborhoods 'LOOP', 'NEAR SOUTH...
  • 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

    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.
You can also access this registry using the API (see API Docs).