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Assessing the Influence of Different Goals in Energy Communities’ Self-Sufficie...

Reis, Inês F. G.; Gonçalves, Ivo; Lopes, Marta A. R.; Antunes, Carlos Henggeler

Understanding to what extent the emergence of prosumers and prosumagers organized in energy communities can impact the organization and operation of power grids has been one of the major recent research avenues at the European level. In renewable-based communities aiming to reach some level of energy self-sufficiency, a key issue to be addressed is assessing how the presence of end-users playing different roles...


A Hybrid End-to-End Approach Integrating Conditional Random Fields into CNNs fo...

Lapa, Paulo; Castelli, Mauro; Gonçalves, Ivo; Sala, Evis; Rundo, Leonardo

Prostate Cancer (PCa) is the most common oncological disease inWestern men. Even though a growing effort has been carried out by the scientific community in recent years, accurate and reliable automated PCa detection methods on multiparametric Magnetic Resonance Imaging (mpMRI) are still a compelling issue. In this work, a Deep Neural Network architecture is developed for the task of classifying clinically sign...


Learning the Structure of Bayesian Networks: A Quantitative Assessment of the E...

Beretta, Stefano; Castelli, Mauro; Gonçalves, Ivo; Henriques, Roberto; Ramazzotti, Daniele

One of the most challenging tasks when adopting Bayesian networks (BNs) is the one of learning their structure from data. This task is complicated by the huge search space of possible solutions and by the fact that the problem is NP-hard. Hence, a full enumeration of all the possible solutions is not always feasible and approximations are often required. However, to the best of our knowledge, a quantitative ana...


Relatório de Estágio Curricular - Banco Espírito Santo/Novo Banco (Guarda)

Gonçalves, Ivo

Feito no âmbito de conclusão da licenciatura em Gestão da E.S.T.G. do Instituto Politécnico da Guarda, o estágio curricular decorreu no balcão do Banco Espírito Santo (BES) - Guarda Gare, passando nesse período a designar-se como Novo Banco – Guarda Gare. Para a execução deste relatório de estágio foi fundamental apreender o maior número de conhecimentos e conceitos da instituição para que o trabalho final foss...


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