• 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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  • COVID-19 Medical
  • Vincent Barnaud

Truata Anonymization Service

Onboarding a new data set : - analyze it and set anonymization processes - connect the Data owner IT with Truata platform - ingest the data and execute the planned anonymization steps - pass acceptance tests Periodically: - ingest the data and execute the planned anonymization steps Building a mo

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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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  • COVID-19 Medical
  • Kirill Vechera

Laboratory Optimizer for Mass Testing

The program is a tool for the laboratory personnel. It plans the process of mixing samples, keeps records of samples and assays, and calculates the results of samples according to the results of assays completed.

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  • COVID-19 Medical
  • Gonçalo Ribeiro

YData - Share sensitive information with privacy by design.

Synthetic data is artificially generated data that replicates the statistical components of real-world data without containing any identifiable information. It can be seen as a new form of anonymisation that is not traceable back to the original records or breakable using decryption mechanisms.

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  • COVID-19 Other
  • Marcello Petitta

Climate, pollution, meteo data for COVID-19 analysis

The solution is provided in form of a web maps from which all the available data can be explored in terms of fatalities, hospitalization and affected people. Moreover, the climatic condition in terms of temperature, humidity and pollution data.

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  • COVID-19 People
  • Richard Stevens

Ethical Considerations to consider in BIg Data Analytics

This is a series of documents describing the Ethical and legal constraints of using BigData as well as the community position on these topics (before the outbreak of Covid-19) as well as a number of guidelines for assessing and implementing Privacy preserving technologies.

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  • COVID-19 Medical
  • Tocco

Data Sharing

Response to the impacts related to the COVID-19 crisis, and following the fairly unanimous call to accelerate data sharing, as a key contributor to solving this situation, Dawex took the initiative to launch the COVID-19 Data Exchange. This pro bono initiative is already supported by global organ

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