Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery (eBook, PDF)
eBook, PDF

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery (eBook, PDF)

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This book is devoted to the emerging field of integrated visual knowledge discovery that combines advances in artificial intelligence/machine learning and visualization/visual analytic. A long-standing challenge of artificial intelligence (AI) and machine learning (ML) is explaining models to humans, especially for live-critical applications like health care. A model explanation is fundamentally human activity, not only an algorithmic one. As current deep learning studies demonstrate, it makes the paradigm based on the visual methods critically important to address this challenge. In general, ...

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