ORLANDI , Ilenia

Digital transformation is one of the main aspects emerged by the current 4.0 revolution. It embraces the integration between the digital and physical environment,including the application of modelling and simulation techniques, visualization, and data analytics in order to manage the overall product life cycle.

Random Forests (RF) of tree classifiers are a popular ensemble method for classification. RF have shown to be effective in many different real world classification problems and nowadays are considered as one of the best learning algorithms in this context. In this paper we discuss the effect of the hyperparameters of the RF over the accuracy of...

We review in this paper several methods from Statistical Learning Theory (SLT) for the performance assessment and uncertainty quantification of predictive models. Computational issues are addressed so to allow the scaling to large datasets and the application of SLT to Big Data analytics. The effectiveness of the application of SLT to...

Sustainable manufacturing is becoming increasingly important. This requires sustainable industrial system different to today's global industry with different business models, creating different products and services requiring new strategies, frameworks, and tools. The evolution towards a 'sustainable' industrial production systems requires a...

The world and society are now constantly evolving through scenarios of global change and development having direct and indirect impact on manufacturing companies. The related manufacturing value chains require different assessment and evaluation of strategic dimensions such as Quality, Innovation, Flexibility and Sustainability. In order to...

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The dissemination of result is a crucial point in the development of one research project. In many cases for some specific parts also the diffusion of layman presentation results toward the general public is also within the objects of the horizontal activities of a project and the most suitable tool for this dissemination activity is the web...

The number of HIV positive patients is constantly growing, and, nowadays the expense for the public healthcare sector for their treatment is thus increasing as well. For this reason, a cost effectiveness study at a regional level was necessary, to identify possible inefficiencies in relation to expenditure. Therefore, a new clinical trial,...