Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

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Jan 2, 2023 · English · Hardcover (831 pages)
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Book Details

Format Hardcover
Pages 831
Language English
Published Jan 2, 2023
Publisher Springer
Edition 1st ed. 2023
ISBN-10 3031097521
ISBN-13 9783031097522

Description

This insightful work delves into the intersection of advanced machine learning and human-centered design, showcasing how these disciplines can synergistically enhance cyber-physical systems and critical infrastructures. The authors, experts in the field, explore the nuances of applying sophisticated algorithms in practical contexts, addressing real-world problems through innovative applications that prioritize user needs and experiences. Their approach not only elevates technical understanding but also emphasizes the importance of integrating human perspectives into the technological development process.

The book illustrates a variety of case studies and applications, demonstrating how advanced machine learning techniques can be harnessed to create smart systems that respond intuitively to human behavior. By emphasizing a design-oriented mindset, the authors provide a framework that guides engineers and designers in crafting solutions that are not only effective but also socially responsible, ensuring that technology serves as a beneficial tool in society.

Genres

Science & Technology
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