Search Results - "Roccetti, Marco"

Drawing a parallel between the trend of confirmed COVID-19 deaths in the winters of 2022/2023 and 2023/2024 in Italy, with a prediction by Roccetti, Marco

“…We studied the weekly number and the growth/decline rates of COVID-19 deaths of the period from October 31, 2022, to February 9, 2023, in Italy. We found that…”
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Excess mortality and COVID-19 deaths in Italy: A peak comparison study by Roccetti, Marco

“…During a sanitary crisis, excess mortality measures the number of all-cause deaths, beyond what we would have expected if that crisis had not occurred. The…”
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Predictive health intelligence: Potential, limitations and sense making by Roccetti, Marco

“…We discuss the new paradigm of predictive health intelligence, based on the use of modern deep learning algorithms and big biomedical data, along the various…”
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A Cross-Regional Analysis of the COVID-19 Spread during the 2020 Italian Vacation Period: Results from Three Computational Models Are Compared by Casini, Luca, Roccetti, Marco

“…On 21 February 2020, a violent COVID-19 outbreak, which was initially concentrated in Lombardy before infecting some surrounding regions exploded in Italy…”
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Intelligent and Good Machines? The Role of Domain and Context Codification by Delnevo, Giovanni, Roccetti, Marco, Mirri, Silvia

“…There is a core problem with the modern Artificial Intelligence (AI) technologies, based on the current new wave of Artificial Neural Networks (ANNs). Whether…”
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Reopening Italy’s schools in September 2020: a Bayesian estimation of the change in the growth rate of new SARS-CoV-2 cases by Casini, Luca, Roccetti, Marco

“…ObjectivesCOVID-19’s second wave started a debate on the potential role of schools as a primary factor in the contagion resurgence. Two opposite positions…”
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Questioning the seasonality of SARS-COV-2: a Fourier spectral analysis by Cappi, Riccardo, Casini, Luca, Tosi, Davide, Roccetti, Marco

“…ObjectivesTo investigate the hypothesis of a seasonal periodicity, driven by climate, in the contagion resurgence of COVID-19 in the period February…”
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A Cautionary Tale for Machine Learning Design: why we Still Need Human-Assisted Big Data Analysis by Roccetti, Marco, Delnevo, Giovanni, Casini, Luca, Salomoni, Paola

“…Supervised Machine Learning (ML) requires that smart algorithms scrutinize a very large number of labeled samples before they can make right predictions. And…”
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A human–AI collaboration workflow for archaeological sites detection by Casini, Luca, Marchetti, Nicolò, Montanucci, Andrea, Orrù, Valentina, Roccetti, Marco

“…This paper illustrates the results obtained by using pre-trained semantic segmentation deep learning models for the detection of archaeological sites within…”
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An alternative approach to dimension reduction for pareto distributed data: a case study by Roccetti, Marco, Delnevo, Giovanni, Casini, Luca, Mirri, Silvia

“…Deep learning models are tools for data analysis suitable for approximating (non-linear) relationships among variables for the best prediction of an outcome…”
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Is a COVID-19 Second Wave Possible in Emilia-Romagna (Italy)? Forecasting a Future Outbreak with Particulate Pollution and Machine Learning by Mirri, Silvia, Delnevo, Giovanni, Roccetti, Marco

“…The Nobel laureate Niels Bohr once said that: “Predictions are very difficult, especially if they are about the future”. Nonetheless, models that can forecast…”
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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 by Roccetti, Marco, Delnevo, Giovanni, Casini, Luca, Cappiello, Giuseppe

“…In this paper, we describe the design of a machine learning-based classifier, tailored to predict whether a water meter will fail or need a replacement. Our…”
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The Prediction of Body Mass Index from Negative Affectivity through Machine Learning: A Confirmatory Study by Delnevo, Giovanni, Mancini, Giacomo, Roccetti, Marco, Salomoni, Paola, Trombini, Elena, Andrei, Federica

“…This study investigates on the relationship between affect-related psychological variables and Body Mass Index (BMI). We have utilized a novel method based on…”
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15 years of Big Data: a systematic literature review by Tosi, Davide, Kokaj, Redon, Roccetti, Marco

“…Big Data is still gaining attention as a fundamental building block of the Artificial Intelligence and Machine Learning world. Therefore, a lot of effort has…”
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A Bayesian Analysis of the Inversion of the SARS-COV-2 Case Rate in the Countries of the 2020 European Football Championship by Casini, Luca, Roccetti, Marco

“…While Europe was beginning to deal with the resurgence of COVID-19 due to the Delta variant, the European football championship took place from 11 June to 11…”
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Particulate Matter and COVID-19 Disease Diffusion in Emilia-Romagna (Italy). Already a Cold Case? by Delnevo, Giovanni, Mirri, Silvia, Roccetti, Marco

“…As we prepare to emerge from an extensive and unprecedented lockdown period, due to the COVID-19 virus infection that hit the Northern regions of Italy with…”
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The New York City COVID-19 Spread in the 2020 Spring: A Study on the Potential Role of Particulate Using Time Series Analysis and Machine Learning by Mirri, Silvia, Roccetti, Marco, Delnevo, Giovanni

“…This study investigates the potential association between the daily distribution of the PM2,5 air pollutant and the initial spreading of COVID-19 in New York…”
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Designing human-centric software artifacts with future users: a case study by Roccetti, Marco, Prandi, Catia, Mirri, Silvia, Salomoni, Paola

“…The quality and quantity of participation supplied by human beings during the different phases of the design and development of a software artifact are central…”
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An Intervehicular Communication Architecture for Safety and Entertainment by Palazzi, C.E., Roccetti, M., Ferretti, S.

“…Intervehicle communication (IVC) is emerging in research prominence for the interest that it is generating in all major car manufacturers and for the benefits…”
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Mapping urban accessibility: gamifying the citizens’ experience by Catia Prandi, Valentina Nisi, Paola Salomoni, Nuno Jardim Nunes, Marco Roccetti

“…In this paper we present the design process and some interesting field t rial r esults of two d ifferent game applications, designed and developed in order to…”
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