Abstract: Quantum computing presents potential advantages over classical computing in terms of computational complexity. Therefore, it is expected for quantum machine learning applications to have improvements in capacity and learning efficiency over classical machine learning methods. This paper aims to present a Systematic Literature Review of articles published between 2017 Leia mais…
Abstract: The rVSVDG-ZEBOV-GP (Ervebo®) vaccine is both immunogenic and protective against Ebola. However, the vaccine can cause a broad range of transient adverse reactions, from headache to arthritis. Identifying baseline reactogenicity signatures can advance personalized vaccinology and increase our understanding of the molecular factors associated with such adverse events. In Leia mais…
Abstract: In this work, we address the problem of unsuper vised image segmentation, subject to high-level constraints ex pected for the objects of interest. More specifically, we handle the segmentation of a hierarchy of objects with nested boundaries, each with its own expected boundary polarity constraint. To this end, this Leia mais…
Resumo: A Manutenção Preditiva é um dos assuntos que vêm ganhando ascensão nos últimos anos em função de seu potencial de antever falhas em sistemas produtivos. Neste capítulo, abordaremos os conceitos relacionados à manutenção preditiva, sua relevância, aspectos tecnológicos e alguns pontos para serem enfatizados no momento da decisão pela Leia mais…
Abstract: This paper presents a study on applying machine learning (ML) techniques to analyze a dataset comprising anonymized technical inspections of approximately 4,000 rainwater galleries within the drainage systems alongside Brazilian highways. Periodic inspections to evaluate structural safety while also identifying any existing anomalies for subsequent activities such as instrument Leia mais…
Abstract: Sand erosion can be an useful technique applied in wind tunnel studies of pedestrian-level wind comfort, heat islands and contaminant dispersion in urban environment. The technique generates a large amount of images which in turns can complicate the analysis as well as the presentation to policymakers. Image processing can Leia mais…
Referência: VIRÍSSIMO, Denis Bruno. Segurança da informação na era da Inteligência Artificial: perigos, cuidados e boas práticas no uso de ferramentas. São Paulo, 2023. 16 slides. (Palestra apresentada no evento do Dia Internacional da Segurança da Informação no IPT) Acesso aos slides da apresentação da Palestra em PDF: https://escriba.ipt.br/pdf/178737.pdf
Abstract: Ofcial air quality assessment stations are traditionally in fxed locations and have a low spatial resolution. By the use of Internet of Things, low-cost mobile devices collect environmental data, in global initiatives for high-resolution mapping. However, standardized reference guides are rare, being an obstacle for the repeatability and quality Leia mais…
Abstract: Sand erosion can be an useful technique applied in wind tunnel studies of pedestrian-level wind comfort, heat islands and contaminant dispersion in urban environment. The technique generates a large amount of images which in turns can complicate the analysis as well as the presentation to policymakers. Image processing can Leia mais…
Resumo: As fazendas verticais tem sido desenvolvidas como uma das técnicas de cultivo em ambiente urbano, compostos de ambiente tecnicamente monitorado. Em ambiente doméstico, a Internet das Coisas possibilita o monitora mento contínuo e individual de cada cultivo, além de permitir a automação de controle de variáveis de ambiente. No Leia mais…
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