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    Chapter and Conference Paper

    A Deep Learning Approach for Data-Driven Predictive Maintenance of Rolling Bearings

    It is crucial for industrial companies that their systems are available and healthy as most as possible. However, it is inevitable that machines will degrade over time, leading to a fault, or even a complete b...

    Domicio Neto, Jorge Henriques, Paulo Gil, César Teixeira, Alberto Cardoso in CONTROLO 2022 (2022)

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    Chapter and Conference Paper

    Automatic Segmentation of Ultrasonic Vocalizations in Rodents

    Ultrasonic vocalizations studies in rodents have increasingly drawn researchers attention as it have been considered a powerful tool to understand the animals behavior and their interactions in different soci...

    Diogo Pessoa, Lorena Petrella in XV Mediterranean Conference on Medical and… (2020)

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    Chapter and Conference Paper

    A Multi-feature Approach for Noise Detection in Lung Sounds

    During the acquisition of lung sounds, several sources of noise can interfere with the recordings. Therefore, the detection of noise present in lung sounds plays an important role in the correct diagnosis of s...

    Adriana Leal, César Teixeira in International Conference on Biomedical and… (2019)

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    Chapter and Conference Paper

    Using the Jupyter Notebook as a Tool to Support the Teaching and Learning Processes in Engineering Courses

    Teaching and learning processes can benefit from the use of online resources, enabling the improvement of teachers and students productivity and giving them flexibility and support for collaborative work. Part...

    Alberto Cardoso, Joaquim Leitão in The Challenges of the Digital Transformati… (2019)

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    Chapter and Conference Paper

    Named Entity Recognition in Portuguese Neurology Text Using CRF

    Automatic recognition of named entities from clinical text lighte...

    Fábio Lopes, César Teixeira, Hugo Gonçalo Oliveira in Progress in Artificial Intelligence (2019)

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    Chapter and Conference Paper

    Development of an E-learning Platform for Storage, Simulation and Online Experimentation of Models of Physiological Processes

    The physiological phenomena are the result of complex interactions between several components in wider biological scales, which is challenging, for the human eye, to understand. Consequently, in biomedical eng...

    Catarina Oliveira, César Teixeira, Alberto Cardoso in Interactive Collaborative Learning (2017)