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George Ioannou, Georgios Alexandridis and Andreas Stafylopatis
Importance sampling, a variant of online sampling, is often used in neural network training to improve the learning process, and, in particular, the convergence speed of the model. We study, here, the performance of a set of batch selection algorithms, n...
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George Mallouppas, Elias A. Yfantis, Angelos Ktoris and Constantina Ioannou
The recent inclusion of shipping in the Fit for 55 legislation package will have large knock-on effects on the industry and consequently on end consumers. The present paper presents an innovative top-down methodology, the MSF455 model, which estimates th...
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Eftichia Kritsi, Thalia Tsiaka, Alexandros-George Ioannou, Vassiliki Mantanika, Irini F. Strati, Irene Panderi, Panagiotis Zoumpoulakis and Vassilia J. Sinanoglou
The incorporation of edible flowers in the human diet and culinary preparations dates back to ancient times. Nowadays, edible flowers have gained great attention due to their health-promoting and nutritive effects and their widespread acceptance by consu...
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George P. Petropoulos, Gareth Ireland, Hywel M. Griffiths, Marc C. Kennedy, Pavlos Ioannou-Katidis and Dionissios P. Kalivas
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George P. Petropoulos, Gareth Ireland, Hywel M. Griffiths, Marc C. Kennedy, Pavlos Ioannou-Katidis and Dionissios P. Kalivas
In today?s changing climate, the development of robust, accurate and globally applicable models is imperative for a wider understanding of Earth?s terrestrial biosphere. Moreover, an understanding of the representation, sensitivity and coherence of such ...
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