Gonçalo Marques
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View article: EDUCAÇÃO EM TEMPOS DE VIGILÂNCIA DIGITAL
EDUCAÇÃO EM TEMPOS DE VIGILÂNCIA DIGITAL Open
O presente estudo abordou a temática da segurança digital no contexto escolar, considerando os desafios éticos e legais gerados pelo uso de tecnologias computacionais de monitoramento em instituições de ensino. Identificou-se como problema…
View article: TECNOLOGIA EDUCACIONAL ALIADA AO FUNCIONAMENTO DO CÉREBRO
TECNOLOGIA EDUCACIONAL ALIADA AO FUNCIONAMENTO DO CÉREBRO Open
Este estudo investigou como os estímulos proporcionados pelas tecnologias educacionais influenciam a atenção dos alunos e, consequentemente, o processo de ensino e aprendizagem. A pergunta central da pesquisa foi: como os estímulos tecnoló…
View article: FORMAÇÃO DOCENTE E INCLUSÃO ESCOLAR: O PAPEL DO EDUCADOR NO SÉCULO XXI
FORMAÇÃO DOCENTE E INCLUSÃO ESCOLAR: O PAPEL DO EDUCADOR NO SÉCULO XXI Open
O presente artigo teve como objetivo investigar, com base em produção bibliográfica especializada, o papel da formação docente na efetivação da educação inclusiva, considerando os limites estruturais, as propostas metodológicas e os compro…
View article: How can a multi-reserves DEB model help us design experiments to better understand the growth and survival of holopelagic Sargassum spp. varieties (Fucales, Phaeophyceae).
How can a multi-reserves DEB model help us design experiments to better understand the growth and survival of holopelagic Sargassum spp. varieties (Fucales, Phaeophyceae). Open
International audience
View article: Análise do ciclo de vida do concreto autoadensável com e sem adição de cinza de bagaço de cana de açúcar
Análise do ciclo de vida do concreto autoadensável com e sem adição de cinza de bagaço de cana de açúcar Open
A construção civil busca atender as necessidades do homem, sem se importar com os recursos em um primeiro momento, chegando atualmente a ser responsável pela extração de 20 a 50% do total de recursos naturais. Neste âmbito, o processo de p…
View article: ADOÇÃO DO MÓDULO DE ESTOQUE EM UM ERP: UM ESTUDO DE CASO
ADOÇÃO DO MÓDULO DE ESTOQUE EM UM ERP: UM ESTUDO DE CASO Open
View article: Análise de artigos publicados na base de dados Web of Science sobre reciclagem de resíduos sólidos
Análise de artigos publicados na base de dados Web of Science sobre reciclagem de resíduos sólidos Open
Os resíduos sólidos gerados nos centros urbanos possui relação com a renda dos habitantes e tamanho da população. É preciso encontrar maneiras eficazes para gerenciar o tratamento destes resíduos. Um dos objetivos deste gerenciamento é a r…
View article: Implementation of an IoT architecture for promoting healthy air quality in 84 homes of families with children
Implementation of an IoT architecture for promoting healthy air quality in 84 homes of families with children Open
oT systems incorporating low-cost air quality sensors (LCS) have emerged as valuable tools for empowering citizens to take action to improve indoor air quality (IAQ). This work aimed to assess the effectiveness of a newly developed IoT sys…
View article: A Full-Controlled Bidirectional Dual-Stage Interleaved Converter for Interfacing AC and DC Power Grids
A Full-Controlled Bidirectional Dual-Stage Interleaved Converter for Interfacing AC and DC Power Grids Open
Power grids are progressing, and the possibility of incorporating DC grids toward hybrid AC/DC grids is gaining increasing relevance, as several technologies available nowadays are operating natively in DC. This paper proposes a topology o…
View article: An explainable machine learning approach for automated medical decision support of heart disease
An explainable machine learning approach for automated medical decision support of heart disease Open
Coronary Heart Disease (CHD) is the dominant cause of mortality around the world. Every year, it causes about 3.9 million deaths in Europe and 1.8 million in the European Union (EU). It is responsible for 45% and 37% of all deaths in Europ…
View article: USO DE ANTIPSICÓTICOS DE AÇÃO RÁPIDA NO MANEJO DE CRISES PSIQUIÁTRICAS AGUDAS
USO DE ANTIPSICÓTICOS DE AÇÃO RÁPIDA NO MANEJO DE CRISES PSIQUIÁTRICAS AGUDAS Open
Pacientes em crise psiquiátrica correm perigo de causar prejuízos a si mesmos e aos outros, requerendo um atendimento de urgência eficaz e apropriado. Objetivo: Este estudo teve como propósito revisar as diretrizes no Brasil para lidar com…
View article: A cast of thousands: How the IDEAS Productivity project has advanced software productivity and sustainability
A cast of thousands: How the IDEAS Productivity project has advanced software productivity and sustainability Open
Computational and data-enabled science and engineering are revolutionizing advances throughout science and society, at all scales of computing. For example, teams in the U.S. DOE Exascale Computing Project have been tackling new frontiers …
View article: Proactive resource management for cloud of services environments
Proactive resource management for cloud of services environments Open
Microservices offer advantages such as better fault isolation, smaller and faster deployments, scalability, and speeding up the development of new applications through the composition of services. However, its large-scale use and specific …
View article: Novel scFv against Notch Ligand JAG1 Suitable for Development of Cell Therapies toward JAG1-Positive Tumors
Novel scFv against Notch Ligand JAG1 Suitable for Development of Cell Therapies toward JAG1-Positive Tumors Open
The Notch signaling ligand JAG1 is overexpressed in various aggressive tumors and is associated with poor clinical prognosis. Hence, therapies targeting oncogenic JAG1 hold great potential for the treatment of certain tumors. Here, we repo…
View article: Proactive resource management for cloud of services environments
Proactive resource management for cloud of services environments Open
Microservices offer advantages such as better fault isolation, smaller and faster deployments, scalability in addition to streamlining the development of new applications through composition of services. However, their large-scale usage, s…
View article: Occupational Stress Monitoring Using Biomarkers and Smartwatches: A Systematic Review
Occupational Stress Monitoring Using Biomarkers and Smartwatches: A Systematic Review Open
This article presents a systematic review of the literature concerning scientific publications on wrist wearables that can help to identify stress levels. The study is part of a research project aimed at modeling a stress surveillance syst…
View article: Chest X-ray analysis empowered with deep learning: A systematic review
Chest X-ray analysis empowered with deep learning: A systematic review Open
View article: Review of low-cost sensors for indoor air quality: Features and applications
Review of low-cost sensors for indoor air quality: Features and applications Open
Humans spend the majority of their time indoors, where they are potentially exposed to hazardous pollutants. Within this context, over the past few years, there has been an upsurge of low-cost sensors (LCS) for the measurement of indoor ai…
View article: An ensemble-based approach for automated medical diagnosis of malaria using EfficientNet
An ensemble-based approach for automated medical diagnosis of malaria using EfficientNet Open
View article: A call for a national strategy for indoor air quality
A call for a national strategy for indoor air quality Open
View article: Comparison of Machine Learning Algorithms in the Prediction of Hospitalized Patients with Schizophrenia
Comparison of Machine Learning Algorithms in the Prediction of Hospitalized Patients with Schizophrenia Open
New computational methods have emerged through science and technology to support the diagnosis of mental health disorders. Predictive models developed from machine learning algorithms can identify disorders such as schizophrenia and suppor…
View article: ADFIST: Adaptive Dynamic Fuzzy Inference System Tree Driven by Optimized Knowledge Base for Indoor Air Quality Assessment
ADFIST: Adaptive Dynamic Fuzzy Inference System Tree Driven by Optimized Knowledge Base for Indoor Air Quality Assessment Open
Air quality levels do not just affect climate change; rather, it leaves a significant impact on public health and wellbeing. Indoor air pollution is the major contributor to increased mortality and morbidity rates. This paper is focused on…
View article: Transfer Learning for Alzheimer’s Disease through Neuroimaging Biomarkers: A Systematic Review
Transfer Learning for Alzheimer’s Disease through Neuroimaging Biomarkers: A Systematic Review Open
Alzheimer’s disease (AD) is a remarkable challenge for healthcare in the 21st century. Since 2017, deep learning models with transfer learning approaches have been gaining recognition in AD detection, and progression prediction by using ne…
View article: Oversampling techniques for diabetes classification: A comparative study
Oversampling techniques for diabetes classification: A comparative study Open
Supplementary Material: In this study, several tests were conducted to evaluate the occurrence of overfitting when applying different oversampling variants and machine learning algorithms. Therefore, we have compared the results obtained i…
View article: Machine Learning in Medical Emergencies: a Systematic Review and Analysis
Machine Learning in Medical Emergencies: a Systematic Review and Analysis Open
Despite the increasing demand for artificial intelligence research in medicine, the functionalities of his methods in health emergency remain unclear. Therefore, the authors have conducted this systematic review and a global overview study…
View article: Radiological Scouting, Monitoring and Inspection Using Drones
Radiological Scouting, Monitoring and Inspection Using Drones Open
Human populations and natural ecosystems are bound to be exposed to ionizing radiation from the deposition of artificial radionuclides resulting from nuclear accidents, nuclear devices or radiological dispersive devices (“dirty bombs”). On…
View article: Data Mining Techniques for Early Diagnosis of Diabetes: A Comparative Study
Data Mining Techniques for Early Diagnosis of Diabetes: A Comparative Study Open
Diabetes is a life-long condition that is well-known in the 21st century. Once known as a disease of the West, the rise of diabetes has been fed by a nutrition shift, rapid urbanization and increasingly sedentary lifestyles. In late 2019, …
View article: Exploring User Stories for Scientific Software Development.
Exploring User Stories for Scientific Software Development. Open
View article: Telemedicine and e-Health research solutions in literature for combatting COVID-19: a systematic review
Telemedicine and e-Health research solutions in literature for combatting COVID-19: a systematic review Open
View article: Impact of COVID-19 on the psychological health of university students in Spain and their attitudes toward Mobile mental health solutions
Impact of COVID-19 on the psychological health of university students in Spain and their attitudes toward Mobile mental health solutions Open
The COVID-19 pandemic had a significant impact on the psychological health of university students. Mobile mental care apps may be an effective and efficient way to access mental care, particularly during a pandemic.