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Learning-Based Predictions and Soft Sensing for Process Industries

Name: Learning-Based Predictions and Soft Sensing for Process Industries
Brand: Elsevier Science
SKU: 9780443367595
Price: 182.4 EUR
Availability: PreOrder

Theory, Methodology and Applications

Autor: Hamid Reza Karimi, Yongxiang Lei

Jazyk:

Väzba: Brožovaná

Vydavateľ: Elsevier Science

Dostupnosť: Očakávaná novinka

Vydanie 01. 10. 2026

182.40 €

Learning-Based Predictions and Soft Sensing for Process Industries covers prediction and soft sensin...

Informácie o knihe

Autor

Hamid Reza Karimi, Yongxiang Lei

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2026

Stránok

350

EAN

9780443367595

ISBN

0443367590

Enbook ID

50042241

Vydavateľ

Elsevier Science

Hmotnosť

450

Rozmery

152 x 229

Kompletný popis

Learning-Based Predictions and Soft Sensing for Process Industries covers prediction and soft sensing in industrial processes subject to specific challenges with AI-empowered learning algorithms. With the aid of a data-driven modeling strategy, the book explores the problems of industrial prediction and soft sensing, and formulates a series of learning-based theory, methodology and applications. The book introduces the basics of the prediction and soft sensing backgrounds, including the different categories of prediction theory. Secondly, the book looks at the foundations of machine learning methodologies, which covers supervised learning prediction, semi-supervised and self-supervised prediction. Finally, the book examines some novel learning-based models/architectures

Covers the benefits and an explanation of recent developments in prediction and soft sensing systems
Unifies existing and emerging concepts concerning advanced prediction models/architectures
Provides a series of the latest results in, including but not limited to, supervised learning, semi-supervised learning, self-supervised learning, probabilistic learning

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Najčastejšie vyhľadávané

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Learning-Based Predictions and Soft Sensing for Process Industries

Theory, Methodology and Applications

Informácie o knihe

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