Machine Learning Algorithms for Complex Decisions - Tapa blanda

L, Sharmila; M, Anandasimhan; R, Umamageshwari

 
9786209697180: Machine Learning Algorithms for Complex Decisions
Tapa blanda
ISBN 10: 6209697186 ISBN 13: 9786209697180
Editorial: LAP Lambert Academic Publishing, 2026

Sinopsis

As machine learning continues to evolve, its role in decision making will expand beyond optimization toward understanding, foresight, and collaboration. The goal is not perfect prediction or automated control, but wiser decisions that acknowledge uncertainty, respect human dignity, and adapt to an ever-changing world. By grounding machine learning in sound theory, ethical reflection, and practical insight, we move closer to decision systems that serve not only efficiency but also equity, sustainability, and collective well-being.As the scope of machine learning in complex decision making continues to expand, it becomes increasingly important to reflect on the deeper implications of delegating elements of judgment to computational systems. Decisions are not isolated technical events; they are embedded within cultural norms, institutional structures, and human experiences. Machine learning systems, no matter how advanced, operate within these contexts and inevitably influence them. This reciprocal relationship means that the impact of algorithmic decision making extends beyond efficiency gains into the shaping of behaviours, incentives, and expectations across societies.

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Editorial
LAP Lambert Academic Publishing
Año de publicación
2026
Idioma
Inglés
ISBN 10 
6209697186
ISBN 13 
9786209697180
Encuadernación
Tapa blanda
Número de páginas
132
Contacto del fabricante
no disponible
Persona responsable
no disponible