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  1. Chapter and Conference Paper

    Correction to: Data Science Applied to Vehicle Telemetry Data to Identify Driving Behavior Profiles

    Giancarlo Pellegrino da Rocha Mendes Albano… in Proceedings of the 11th International Conf… (2023)

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    Chapter and Conference Paper

    Classification of Leukocytes: Comparison of Different Feature Extraction and Machine Learning Approaches

    Blood cells can be separated into three types: erythrocytes, leukocytes and platelets, and to evaluate the health of a patient, a Complete Blood Count (CBC) is necessary. CBC is amongst the most performed test...

    Fernanda D’Amico Silva, Milena A. Cardoso… in Proceedings of the 11th International Conf… (2023)

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    Chapter and Conference Paper

    Data Science Applied to Vehicle Telemetry Data to Identify Driving Behavior Profiles

    Currently, vehicles have a vast number of sensors, which are important for their operation. To have greater control over the actions of vehicles, the sensors can be combined with telemetry, so that the data re...

    Giancarlo Pellegrino da Rocha Mendes Albano… in Proceedings of the 11th International Conf… (2023)

  4. No Access

    Chapter and Conference Paper

    Multi-objective Fault Detection in Ball Bearings

    Machine learning techniques are useful for maintenance scheduling, given their capabilities to detect failures or anomaly situations in mechanical equipment. Increasing the accuracy of any mechanical fault det...

    Clayton Henequim, Ricardo Kondo… in Proceedings of the 11th International Conf… (2023)