08 Tesi di dottorato (Doctoral Thesis)

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08.1 Tesi di dottorato (Doctoral Thesis) 2824

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Advanced Statistical Inference for Stochastic Quasi-Reaction Systems

Quasi-reaction systems are often modelled with stochastic diﬀerential equations in order to capture the inherent randomness of their dynamics. The traditional local linear approximation methods for the estimation of the reaction rates face significant challenges in certain conditions. When the system is observed at short intervals, high correlations between successive observations result in numerical instability, while measurements at wider intervals lead to biased estimates of the parameters...

Multifunctional bio-composites for forestry and agricultural applications

In recent years, climate change has severely impacted forest ecosystems, leading to violent storms, wildfires, soil erosion, and increased insect and fungi infestations, clearing large forest areas. Restocking and restoring these forests is a challenge, particularly with the decrease in rainfall across Europe. Southern Europe faces a high risk of desertification due to over-exploitation of land and water, urban sprawl, tourism and unplanned industrialisation. To address these problems, it is ...

Efficient Knowledge Transfer and Adaptation for Speech and Beyond

This thesis advances the field of efficient knowledge transfer and adaptation in the realm of speech processing. It is structured to address the limitations of transfer learning in dynamically evolving audio and speech processing contexts, particularly through novel approaches for class-incremental learning, parameter-efficient adaptation, and multimodal modeling. First, we provide a comprehensive framework for class-incremental spoken language understanding, allowing models to incrementally ...

Cyber-physical systems to monitor the efficiency and sustainability of human-centric manufacturing systems

The manufacturing domain has been experiencing several revolutions over the years that have been shaping not only the design and management of processes but also their core drivers and value propositions. Industry 4.0 unleashes many enabling technologies such as the Internet of Things sensors and machine learning algorithms to boost industries’ productivity through data-driven process monitoring, rather than relying on operation manager experience. However, this fourth revolution does not set...

Guida agli archivi dei rettori della Repubblica di Venezia (sec. XIII - 1797)

Il lavoro ha come obiettivo la compilazione di una guida agli archivi dei rettori della Repubblica di Venezia, cioè dei rappresentanti della Serenissima inviati a reggere, per un periodo di tempo compreso tra i 16 e i 32 mesi, i territori che compongono lo Stato marciano. Il lavoro si articola in due parti. Nella prima parte, di carattere introduttivo, sono delineate le caratteristiche della forma di governo adottata da Venezia per il suo Stato. Il primo capitolo è dedicato alla descrizione ...

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