04 Atto di Convegno (Proceedings)

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Efficient Resource-Aware Neural Architecture Search with a Neuro-Symbolic Approach

Hardware-aware Neural Architectural Search (NAS) is gaining momentum to enable the deployment of deep learning on edge devices with limited computing capabilities. Incorporating device-related objectives such as affordable floating point operations, latency, power, memory usage, etc. into the optimization process makes searching for the most efficient neural architecture more complicated, since both model accuracy and hardware cost should guide the search. The main concern with most state-of-...

Biomarkers of Peripheral Fatigue in Subjects with Vascular and Neurological Motor Disabilities During an Incremental Treadmill Test Using Near-Infrared Spectroscopy

Exercise is a recognized tool to improve or maintain physical functioning and quality of life in chronic diseases, particularly in the presence of disability. Patients affected with vascular and neurological motor disabilities, such as people with multiple sclerosis (PwMS) or peripheral arterial disease (PAD), are daily limited by fatigue. This symptom, which can occur in a variety of forms, could interfere with exercise execution and the rate of adherence to rehabilitative programs. The earl...

Progetti urbani integrati per la città resiliente. Azioni innovative per il recupero di ambiti strategici nel territorio marchigiano

Il contributo esplora l’attualità e le potenzialità del progetto urbano come strumento di prefigurazione, accompagnamento e verifica dei processi di rigenerazione urbana nei centri urbani marchigiani. L’analisi critica dei risultati mette in luce come il progetto urbano abbia assunto una nuova centralità all’interno della disciplina per la capacità non solo di controllare e interpretare le trasformazioni del territorio, ma anche per dotarsi di un immaginario chiaro e forte a indirizzo del pro...

La poetica polimaterica di Angiolo Mazzoni tra superfici e oggetti urbani

Atti del convegno

The use of fractional order statistics for estimating nonparametric confidence intervals for quantiles of the fatigue damage computed in service random loadings

This paper deals with the statistical variability of fatigue damage in random loadings as caused by the inherent randomness of the loading. It examines the use of a nonparametric method based on fractional order statistics as a tool for constructing confidence intervals for the quantile of fatigue damage, regardless of the knowledge of the damage probability distribution. The approach here discussed relies on a statistical method existing in the literature. After a short review of this method...

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