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Data-Driven Prediction for Industrial Processes and Their Applications (Hardcover, 1st ed. 2018)
Loot Price: R3,865
Discovery Miles 38 650
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Data-Driven Prediction for Industrial Processes and Their Applications (Hardcover, 1st ed. 2018)
Series: Information Fusion and Data Science
Expected to ship within 10 - 15 working days
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This book presents modeling methods and algorithms for data-driven
prediction and forecasting of practical industrial process by
employing machine learning and statistics methodologies. Related
case studies, especially on energy systems in the steel industry
are also addressed and analyzed. The case studies in this volume
are entirely rooted in both classical data-driven prediction
problems and industrial practice requirements. Detailed figures and
tables demonstrate the effectiveness and generalization of the
methods addressed, and the classifications of the addressed
prediction problems come from practical industrial demands, rather
than from academic categories. As such, readers will learn the
corresponding approaches for resolving their industrial technical
problems. Although the contents of this book and its case studies
come from the steel industry, these techniques can be also used for
other process industries. This book appeals to students,
researchers, and professionals within the machine learning and data
analysis and mining communities.
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