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  • Explainable AI in Health Informatics

    Series series Computer Science (R0)
    This book provides a comprehensive review of the latest research in the area of explainable artificial intelligence (XAI) in health informatics. It focuses on how explainable AI models can work together with humans to assist them in decision-making, leading to improved diagnosis and prognosis in healthcare. This book includes a collection of techniques and systems of XAI in health informatics and ... Leer más

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  • Knowledge Modelling and Big Data Analytics in Healthcare

    Advances and Applications

    Knowledge Modelling and Big Data Analytics in Healthcare: Advances and Applications focuses on automated analytical techniques for healthcare applications used to extract knowledge from a vast amount of data. It brings together a variety of different aspects of the healthcare system and aids in the decision-making processes for healthcare professionals.The editors connect four contemporary areas ... Leer más

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  • Transforming Public Services—Combining Data and Algorithms to Fulfil Citizen’s Expectations

    Edición de Christophe Gaie, Mayuri Mehta ...
    Series series Intelligent Technologies and Robotics (R0)
    This book provides a precise portrayal of the current trends and future perspectives of e-Government. It outlines new approaches that optimize public services across diverse sectors. Going beyond traditional boundaries, it offers mathematical models for public services supported by convincing case studies. This book significantly enhances various government services, such as education, healthcare, ... Leer más

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  • Recent Advances in Data and Algorithms for e-Government

    Edición de Christophe Gaie, Mayuri Mehta ...
    Series series Intelligent Technologies and Robotics (R0)
    This book presents new trends to optimize e-Government in various contexts. It aims to highlight new methods and approaches that unveil the potential of data for public services. The book also illustrates how public services can be mathematically modeled with many case studies. Then, algorithms are proposed to optimize their functioning and to better contribute to the general interest, such as ... Leer más

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  • Tracking and Preventing Diseases with Artificial Intelligence

    Series series Intelligent Technologies and Robotics (R0)
    This book presents an overview of how machine learning and data mining techniques are used for tracking and preventing diseases. It covers several aspects such as stress level identification of a person from his/her speech, automatic diagnosis of disease from X-ray images, intelligent diagnosis of Glaucoma from clinical eye examination data, prediction of protein-coding genes from big genome data, ... Leer más

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  • Explainable AI: Foundations, Methodologies and Applications

    Series series Intelligent Technologies and Robotics (R0)
    This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and ... Leer más

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