Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery

Kovalerchuk, Boris
Nazemi, Kawa
Andonie, Răzvan

Hardcover

Series: Studies in Computational Intelligence, Book 1014

Technology & EngineeringGeneral ComputersProbability & Statistics

ISBN10: 3030931188
ISBN13: 9783030931186
Publisher: Springer
Published: Jun 5 2022
Pages: 674
Weight: 2.51
Height: 1.44 Width: 6.14 Depth: 9.21
Language: English

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, visual approaches are critical for discovering explainable high-dimensional patterns in all types in high-dimensional data offering n-D glasses, where preserving high-dimensional data properties and relations in visualizations is a major challenge. The current progress opens a fantastic opportunity in this domain.

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