• Component / Service / App
  • KDD Lab of ISTI-CNR

Individual Crash Prediction based on Mobility Traces

An analytical process is provided, which analyzes the recent GPS traces of a vehicle and assigns to it a probability of having a crash in the next mid-term future (typically, one month ahead).  The process is based on the analysis of historical data of several vehicles in terms of mobility (GPS p

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  • Component / Service / App
  • Inlecom Group BVBA

Containerised Genetic p-Median Solver

The p-median solver developed by the Track&Know project uses a genetic algorithm approach to solve the Location-allocation problems in polynomial time. Location-allocation problems typical deal with provisioning of resources between facilities based on historic demand.

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  • Component / Service / App
  • KDD Lab of ISTI-CNR

Extracting relevant locations from individual mobility

A tool for analyzing the GPS traces of a vehicle to identify the places where a user stops for significant durations, and to aggregate them into locations of interest for the user. Each location is enriched with statistical information about frequency of stops.

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