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4 Result(s)

within Mahmoud Rahat Remove this filter Computers and Education Remove this filter

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  1. No Access

    Chapter and Conference Paper

    AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning

    This research is an interdisciplinary work between data scientists, innovation management researchers and experts from Swedish academia and a hygiene and health company. Based on this collaboration, we have de...

    Zahra Kharazian, Mahmoud Rahat, Fábio Gama… in Advances in Intelligent Data Analysis XXI (2023)

  2. No Access

    Chapter and Conference Paper

    A Systematic Approach for Tracking the Evolution of XAI as a Field of Research

    The increasing use of AI methods in various applications has raised concerns about their explainability and transparency. Many solutions have been developed within the last few years to either explain the mode...

    Samaneh Jamshidi, Sławomir Nowaczyk… in Machine Learning and Principles and Practi… (2023)

  3. No Access

    Chapter and Conference Paper

    CycleFootprint: A Fully Automated Method for Extracting Operation Cycles from Historical Raw Data of Multiple Sensors

    Extracting operation cycles from the historical reading of sensors is an essential step in IoT data analytics. For instance, we can exploit the obtained cycles for learning the normal states to feed into semi-...

    Hadi Fanaee-T, Mohamed-Rafik Bouguelia… in IoT Streams for Data-Driven Predictive Mai… (2020)

  4. No Access

    Chapter and Conference Paper

    Embeddings Based Parallel Stacked Autoencoder Approach for Dimensionality Reduction and Predictive Maintenance of Vehicles

    Predictive Maintenance (PdM) of automobiles requires the storage and analysis of large amounts of sensor data. This requirement can be challenging in deploying PdM algorithms onboard the vehicles due to limite...

    Vandan Revanur, Ayodeji Ayibiowu… in IoT Streams for Data-Driven Predictive Mai… (2020)