Sustainable Applications for Machine Learning

ISBN 10: 3725871760 / ISBN 13: 9783725871766

Published by MDPI AG, 2026

About this Item

Sustainable Applications for Machine Learning | Buch | Englisch | 2026 | MDPI AG | EAN 9783725871766 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.

Seller Inventory # 135244453

Bibliographic Details

• Title: Sustainable Applications for Machine Learning
• Publisher: MDPI AG
• Publication Date: 2026
• Language: English
• ISBN 10: 3725871760
• ISBN 13: 9783725871766
• Binding: Buch
• Condition: Neu
• Dimensions: 250W x 175H x 22D millimeters 250 millimeters width by 175 millimeters height by 22 millimeters depth
• Weight: 885 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

This Reprint brings together recent research on the sustainability of machine learning across critical domains. As AI and smart systems grow, vast data and complex decision-making raise concerns around reliability, efficiency, security, privacy, and societal impact. Contributions examine sustainability from both theoretical and practical perspectives-beyond computational efficiency to include dependability, robustness, ethics, and governance. The works present approaches for trustworthy and resilient ML in real-world settings.

Topics include dependable learning, deep neural network optimization and acceleration, privacy-preserving and federated learning, security in generative models, ethical AI, and sustainability of NLP systems. Applied studies may span healthcare, smart cities, Industry 4.0, sustainable supply chains, and circular economy. Combining methodological and application-driven research, this Reprint offers a valuable reference for researchers, practitioners, and decision-makers focused on sustainable ML in high-impact and mission-critical contexts.