A Deep Learning and Social IoT Approach for Plants Disease Prediction Toward a Sustainable Agriculture

Giovanni Delnevo, Roberto Girau, Chiara Ceccarini, +1

IEEE Internet of Things Journal

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningAgricultural Economics +16

Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures

Marco Roccetti, Giovanni Delnevo, Luca Casini, +1

Journal Of Big Data

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningMachine Learning Tool +20

Gamifying cultural experiences across the urban environment

Catia Prandi, Andrea Melis, Marco Prandini, +4

Multimedia Tools and Applications

CultureUrban DesignUrban LifeCultural ExperiencesCultural Diversity +7

Canarin II: Designing a smart e-bike eco-system

Davide Aguiari, Giovanni Delnevo, Lorenzo Monti, +7

EngineeringSmart MobilitySmart CityWearable TechnologyKey Factors +17

Is a COVID-19 Second Wave Possible in Emilia-Romagna (Italy)? Forecasting a Future Outbreak with Particulate Pollution and Machine Learning

Silvia Mirri, Giovanni Delnevo, Marco Roccetti

Computation

Machine LearningEpidemiological DynamicAir QualityComputational EpidemiologyCovid-19 Epidemiology +23

A Cautionary Tale for Machine Learning Design: why we Still Need Human-Assisted Big Data Analysis

Marco Roccetti, Giovanni Delnevo, Luca Casini, +1

Mobile Networks and Applications

Artificial IntelligenceBig Data AcquisitionEngineeringMachine LearningData Science +10

An alternative approach to dimension reduction for pareto distributed data: a case study

Marco Roccetti, Giovanni Delnevo, Luca Casini, +1

Journal Of Big Data

On combining Big Data and machine learning to support eco-driving behaviours

Giovanni Delnevo, Pietro Di Lena, Silvia Mirri, +2

Journal Of Big Data

An evaluation methodology to determine the actual limitations of a TinyML-based solution

Giovanni Delnevo, Silvia Mirri, Catia Prandi, +1

Internet of Things

EngineeringMachine LearningActual LimitationsMachine Learning ToolSoftware Engineering +31

Particulate Matter and COVID-19 Disease Diffusion in Emilia-Romagna (Italy). Already a Cold Case?

Giovanni Delnevo, Silvia Mirri, Marco Roccetti

Computation

Fatal VirusEpidemiological DynamicAir QualityClimate EpidemiologyDisease Outbreak +20