6 items found

Types: Experiment Groups: sobigdata-it

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    Experiment

    Private Environmental Monitoring of Fluorescence Response

    We study a novel sequential decision-making setting, namely the dissimilarity bandits. At each round, the learner pulls an arm that provides a stochastic d-dimensional...
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    Experimental results from the Empirical Investigation of the Completeness of ...

    This is the raw data from the empirical investigation of the paper “Completeness of Datasets Documentation on ML/AI repositories: an Empirical Investigation”. This work aim of...
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    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”...
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    EnviroStream (Benchmark)

    Stream Reasoning (SR) focuses on developing advanced approaches for applying inference to dynamic data streams; it has become increasingly relevant in various application...
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    Online polarization: enriching models with data, understanding data through m...

    Development of online polarization dynamics models and application to social media discussion data
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    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.