MACHINE LEARNING ALGORITHMS FOR COMPLEX DECISIONS - Brossura

L, Sharmila; M, Anandasimhan; R, Umamageshwari

 
9786209697180: MACHINE LEARNING ALGORITHMS FOR COMPLEX DECISIONS
Brossura
ISBN 10: 6209697186 ISBN 13: 9786209697180
Casa editrice: LAP LAMBERT Academic Publishing, 2026

Sinossi

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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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2026
Lingua
Inglese
ISBN 10 
6209697186
ISBN 13 
9786209697180
Rilegatura
Copertina flessibile
Numero di pagine
132
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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