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  1. No Access

    Chapter and Conference Paper

    Using Bus Tracking Data to Detect Potential Hazard Driving Zones

    Urban mobility studies are critical to acquiring insights about traffic management, urban mobility evolution, planning of urban spaces, and many other applications. However, the study and mitigation of recurre...

    Ana Almeida, Susana Brás, Susana Sargento… in Pattern Recognition and Image Analysis (2022)

  2. No Access

    Chapter and Conference Paper

    Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions

    The industry 4.0 paradigm, with a wide range of sensors, IoT and big data technologies, has facilitated the assessment of faults in complex mechanical systems. In this paper, a fault diagnosis strategy is pres...

    Afonso Lourenço, Marta Fernandes… in Highlights in Practical Applications of Ag… (2022)

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    Book and Conference Proceedings

    Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection

    International Workshops of PAAMS 2022, L'Aquila, Italy, July 13–15, 2022, Proceedings

    Alfonso González-Briones, Ana Almeida… in Communications in Computer and Information Science (2022)

  4. No Access

    Chapter and Conference Paper

    Time Series Imputation in Faulty Systems

    Time series data has a crucial role in business. It reveals temporal trends and patterns, making it possible for decision-makers to make informed decisions and mitigate problems even before they happen. The ex...

    Ana Almeida, Susana Brás, Susana Sargento… in Pattern Recognition and Image Analysis (2023)