• 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
  • 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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  • COVID-19 Other
  • Lanfranco Marasso

GoSafe

The aim of #GoSAFE is to establish an interoperability model to enable cross border mobility during COVID-19 crisis, based on: (1) Solid national back offices providing information on people infected and (2) the GoSAFE BioSurveillance Kit BSK.

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  • Platform / Framework
  • Cesare Cugnasco

Multidimensional Storage with Efficient Sampling (MuSES)

Our technology allows organizing the data according to their multidimensional attributes while building stratified samples at high-speed.

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  • Component / Service / App
  • Carlos Badenes-Olmedo

Cross-lingual Document Search Engine

Large-scale document search service that automatically categorizes and relates texts by content, regardless of the language used. Around 500 categories based on the EUROVOC thesaurus have been considered to process texts.

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  • Platform / Framework
  • Bodypass

Blockchain network for exchanging 3D personal data extracted from medical images and body scanners

Private blockchain network that includes a metrics catalogue. Data customers are connected to data providers. Data costumers can configure SQL queries and obtain individual anonymised data or aggregated data.

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  • Component / Service / App
  • Gregorio M. Toral

Optimisation of traffic flow in Berlin

Ciclogreen has developed an analytics and prediction tool that, given the historical data of the traffic flow at a given point in the city, will simulate behaviors that could generate congestion or flow of traffic, public transport, and pedestrians.

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  • Platform / Framework
  • DEEP-Hybrid-DataCloud

DEEPaaS - Deep Learning for everybody

The key concept proposed in the DEEP Hybrid DataCloud project is the need to support intensive computing techniques that require specialized HPC hardware, like GPUs or low-latency interconnects, to explore very large datasets.

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  • COVID-19 Logistics
  • Gonzalo Barranco

COVID-19 mortality prediction tool: spatial epidemiological approach using Serverless Big Data Analytics.

No scientific answer explains spatial variability underlying spread and mortality of this pandemic.

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  • COVID-19 Medical
  • Arnaldo Maccarone

STAG4Covid-19

STAG4Covid-19 is able to semantically categorize texts according to a given categories taxonomy and to extract from the very text the relevant keywords including Named Entities (NE), i.e. health-related entities. We will use as categories the UMLS Concepts Unique Identifiers (CUIs).

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