The combination of transcranial magnetic stimulation (TMS) and electroencephalography (EEG) offers an unparalleled opportunity to study cortical physiology by characterizing brain electrical responses to external perturbation, called transcranial-evoked potentials (TEPs). Although these reflect...
01a Articolo in rivista
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Allocating resources to individuals in a fair manner has been a topic of interest since ancient times, with most of the early mathematical work on the problem focusing on resources that are infinitely divisible. Over the last decade, there has been a surge of papers studying computational questions...
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In this article we propose the first multi-task benchmark for evaluating the performances of machine learning models that work on low level assembly functions. While the use of multi-task benchmark is a standard in the natural language processing (NLP) field, such practice is unknown in the field...
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Motivation: Disease gene prioritization consists in identifying genes that are likely to be involved in the mechanisms of a given disease, providing a ranking of such genes. Recently, the research community has used computational methods to uncover unknown gene-disease associations; these methods...
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Neural networks are commonly defined as ‘black-box’ models, meaning that the mechanism describing how they give predictions and perform decisions is not immediately clear or even understandable by humans. Therefore, Explainable Artificial Intelligence (xAI) aims at overcoming such limitation by...
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Technological innovation has been widely recognized both as a trigger and catalyzer towards sustainability. However, hardly ever manufacturing companies are ready and mature enough to employ technological innovations in their processes and business. Given the relevance of technological innovation...
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Waste-to-energy (WtE) plants are pivotal for the circular economy and sustainable urban development. However, public acceptance is critical to their success, given widespread skepticism (often due to limited knowledge about the potential environmental and health risks). This work examines the...
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Even if the European Commission is acting against the climate change, greenhouse gas emissions are still increasing in the transport sector. In this scenario, the flexibility characterizing the automotive sectors could invert this negative trend. The goal of this work is identifying suitable...
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Temporal logics are extensively used for the specification of on-going behaviors of computer systems. Two significant developments in this area are the extension of traditional temporal logics with modalities that enable the specification of on-going strategic behaviors in multi-agent systems, and...
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Circular RNAs (circRNAs) are a new acknowledged class of RNAs that has been shown to play a major role in several biological functions both in physiological and pathological conditions, operating as critical part of regulatory processes, like competing endogenous RNA (ceRNA) networks. The ceRNA...