Titlebook: Optimization, Learning Algorithms and Applications; Second International Ana I. Pereira,Andrej Košir,Rui P. Lopes Conference proceedings 20

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Débora Cucubica André,Paula Odete Fernandes,João Paulo Teixeira calcification, hypertension and cardiovascular disease) and a risk of mortality 20- to 30-fold higher than in age- and gender-matched individuals with normal renal function. The progressive loss of renal capacity to maintain the functional integrity of the vitamin D endocrine system is a main deter

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Inês Sena,Laires A. Lima,Felipe G. Silva,Ana Cristina Braga,Paulo Novais,Florbela P. Fernandes,Mariats in food, with fortified dairy and fish oils being the most abundant source. Vitamin D undergoes an important 2-step bio-activation process required to produce the active metabolite 1,25-dihydroxyvitamin D (1,25(OH).D). The bio-activation process comprises the synthesis of 25-hydroxyvitamin D in t

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Combined Optimization and Regression Machine Learning for Solar Irradiation and Wind Speed Forecastiroaches by changing the minimum leaf size of a decision tree, or the box constraint of a support vector machine, for example, that can affect its performance. Instead of performing it manually, this paper proposes to combine optimization methods including the bayesian optimization, grid search, and