Search Results - "Pedro, A R"

Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization by Bassi, Pedro R. A. S., Dertkigil, Sergio S. J., Cavalli, Andrea

“…Features in images’ backgrounds can spuriously correlate with the images’ classes, representing background bias. They can influence the classifier’s decisions,…”
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Cell wall alterations occurring in an evolved multi-stress tolerant strain of the oleaginous yeast Rhodotorula toruloides by Antunes, Miguel, Mota, Marta N., Fernandes, Pedro A. R., Coelho, Elisabete, Coimbra, Manuel A., Sá-Correia, Isabel

“…The oleaginous yeast species Rhodotorula toruloides is a promising candidate for applications in circular bioeconomy due to its ability to efficiently utilize…”
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Establishment of oral microbiome in very low birth weight infants during the first weeks of life and the impact of oral diet implementation by Vanzele, Pedro A R, Sparvoli, Luiz Gustavo, de Camargo, Patricia P, Tragante, Carla R, Beozzo, Glenda P N S, Krebs, Vera L J, Cortez, Ramon V, Taddei, Carla R

“…Very low birth weight (VLBW) infants, mostly preterm, have many barriers to feeding directly from the mother's breast, and need to be fed alternatively…”
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Brewer's Spent Yeast Cell Wall Polysaccharides as Vegan and Clean Label Additives for Mayonnaise Formulation by Reis, Sofia F, Fernandes, Pedro A R, Martins, Vítor J, Gonçalves, Sara, Ferreira, Luís P, Gaspar, Vítor M, Figueira, Diogo, Castelo-Branco, Diogo, Mano, João F, Coimbra, Manuel A, Coelho, Elisabete

“…Brewer's spent yeast (BSY) mannoproteins have been reported to possess thickening and emulsifying properties. The commercial interest in yeast mannoproteins…”
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The Antidiabetic Effect of Grape Pomace Polysaccharide-Polyphenol Complexes by Campos, Filipa, Peixoto, Andreia F, Fernandes, Pedro A R, Coimbra, Manuel A, Mateus, Nuno, de Freitas, Victor, Fernandes, Iva, Fernandes, Ana

“…Type 2 diabetes mellitus (T2DM) is one of the most prevalent chronic metabolic diseases of the 21st century. Nevertheless, its prevalence might be attenuated…”
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Parameter estimation for grouped data using EM and MCEM algorithms by AghahosseinaliShirazi, Zahra, da Silva, João Pedro A. R., de Souza, Camila P. E.

“…Nowadays, the confidentiality of data and information is of great importance for many companies and organizations. For this reason, they may prefer not to…”
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Faster ISNet for Background Bias Mitigation on Deep Neural Networks by Bassi, Pedro R. A. S., Decherchi, Sergio, Cavalli, Andrea

“…Bias or spurious correlations in image backgrounds can impact neural networks, causing shortcut learning (Clever Hans Effect) and hampering generalization to…”
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Utilization of Yacon Damaged Roots as a Source of FOS-Enriched Sweet-Tasting Syrup by Fernandes, Pedro A. R, Antunes, Bruna L, Liu, Jianing, Ferreira, Sónia S, Fernandes, Filipa, Alves, Vitor D, Silva, Adriana, Nunes, Cláudia, Coelho, Elisabete, Coimbra, Manuel A

“…Damaged yacon roots, often discarded, are a rich source of sweet carbohydrates. In this context, yacon roots from the Hualqui and Crespo varieties were…”
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Apple Pomace Extract as a Sustainable Food Ingredient by Fernandes, Pedro A R, Ferreira, Sónia S, Bastos, Rita, Ferreira, Isabel, Cruz, Maria T, Pinto, António, Coelho, Elisabete, Passos, Cláudia P, Coimbra, Manuel A, Cardoso, Susana M, Wessel, Dulcineia F

“…Apple pomace is a by-product of apple processing industries with low value and thus frequent disposal, although with valuable compounds. Acidified hot water…”
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Delamination of Fibre Metal Laminates Due to Drilling: Experimental Study and Fracture Mechanics-Based Modelling by Marques, Francisco, Silva, Filipe G. A., Silva, Tiago E. F., Rosa, Pedro A. R., Marques, António T., de Jesus, Abílio M. P.

“…Fibre metal laminates (FML) are significantly adopted in the aviation industry due to their convenient combination of specific strength, impact resistance and…”
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New Global Maximum Power Point Tracking Technique Based on Indirect PV Array Voltage Control for Photovoltaic String Inverters With Reduced Number of Sensors by Freitas, Pedro A. R., Pires, Lucas P., Freitas, Luiz C., Resende, Enio C., Carvalho, Henrique T. M., Freitas, Luiz C. G., Lima, Gustavo B.

“…This paper presents a study regarding the development of a single-stage single-phase grid-tied photovoltaic (PV) inverter with a new Global Maximum Power Point…”
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The antioxidant activity of polysaccharides: A structure-function relationship overview by Fernandes, Pedro A.R., Coimbra, Manuel A.

“…Over the last years, polysaccharides have been linked to antioxidant effects using both in vitro chemical and biological models. The reported structures,…”
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Revisiting the Influence of Contact Length and Surrounding Medium on Metal Cutting Tribology by Ventura, Carlos E. H., Gregório, Afonso V. L., Fernandes, Lara S. M., Abrão, Alexandre M., Rosa, Pedro A. R. C.

“…Metal cutting processes involve severe frictional conditions at the tool-chip contact interface, physico-chemical phenomena that are not fully understood and…”
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Design and Development of a Grid-Tied PV Inverter With GMPPT Technique and Reduced Number of Sensors by Freitas, Pedro A. R., Pires, Lucas P., Freitas, Luiz C., Lima, Gustavo B., Freitas, Luiz C. G.

“…This paper presents the results of a study concerning the design and development of a grid-tied photovoltaic (PV) inverter with a new Global Maximum Power…”
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Lead contamination in human milk affects infants' language trajectory: results from a prospective cohort study by Naspolini, Nathalia Ferrazzo, Vanzele, Pedro A R, Tótolo, Pedro, Schüroff, Paulo Alfonso, Fatori, Daniel, Vicentini Neto, Santos Alves, Barata-Silva, Cristiane, Dos Santos, Lisia Maria Gobbo, Fujita, André, Passos-Bueno, Maria Rita, Beltrão-Braga, Patricia C B, Campos, Alline C, Carvalho, André C P L F, Polanczyk, Guilherme V, Moreira, Josino Costa, Taddei, Carla R

“…Infants growing up in low- and middle-income countries are at increased risk of suffering adverse childhood experiences, including exposure to environmental…”
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A Methodology for Tribo-Mechanical Characterization of Metallic Alloys under Extreme Loading and Temperature Conditions Typical of Metal Cutting Processes by Gregório, Afonso V. L., Silva, Tiago E. F., Reis, Alcino P., de Jesus, Abílio M. P., Rosa, Pedro A. R.

“…The present paper proposes a combined tribo-mechanical methodology for assessing friction under conditions representative of metal cutting, without resorting…”
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An Efficient Methodology towards Mechanical Characterization and Modelling of 18Ni300 AMed Steel in Extreme Loading and Temperature Conditions for Metal Cutting Applications by Silva, Tiago E. F., Gregório, Afonso V. L., de Jesus, Abílio M. P., Rosa, Pedro A. R.

“…A thorough control of the machining operations is essential to ensure the successful post-processing of additively manufactured components, which can be…”
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Hyperbaric storage at variable room temperature – a new preservation methodology for minced meat compared to refrigeration by Fernandes, Pedro AR, Moreira, Sílvia A, Santos, Mauro D, Duarte, Ricardo V, Santos, Diana I, Inácio, Rita S, Alves, Susana P, Bessa, Rui JB, Delgadillo, Ivonne, Saraiva, Jorge A

“…Hyperbaric storage (HS) at variable room temperature (RT) has been proposed as an alternative to refrigeration at atmospheric pressure (RF/AP) for food…”
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A deep convolutional neural network for COVID-19 detection using chest X-rays by Bassi, Pedro R. A. S., Attux, Romis

“…Purpose We present image classifiers based on Dense Convolutional Networks and transfer learning to classify chest X-ray images according to three labels:…”
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Assessing the combined water of cement pastes: comparing solvent exchange and silica gel as hydration stoppage methods by Abrão, Pedro Cesar R. A., Cardoso, Fábio A., Quattrone, Marco, John, Vanderley M.

“…The assessment of the combined water is a reliable method to monitor the hydration of cement pastes. This method is also being used to screen different SCMs…”
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