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Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches by Eleonora Bottani; Monica Mordonini; Beatrice Franchi; Mattia Pellegrino is a book available to read on EtoBox.

What is Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches about?

The five-volume set IFIP AICT 630, 631, 632, 633, and 634 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2021, held in Nantes, France, in September 2021.* The 378 papers presented were carefully reviewed and selected from 529 submissions. They discuss artificial intelligence techniques, decision aid and new and renewed paradigms for sustainable and resilient production systems at four-wall factory and value chain levels. The papers are organized in the following topical sections: Part I: artificial intelligence based optimization techniques for demand-driven manufacturing; hybrid approaches for production planning and scheduling; intelligent systems for manufacturing planning and control in the industry 4.0; learning and robust decision support systems for agile manufacturing environments; low-code and model-driven engineering for production system; meta-heuristics and optimization techniques for energy-oriented manufacturing systems; metaheuristics for production systems; modern analytics and new AI-based smart techniques for replenishment and production planning under uncertainty; system identifi

Author

Eleonora Bottani; Monica Mordonini; Beatrice Franchi; Mattia Pellegrino

Publisher

Springer International Publishing : Imprint: Springer

Published

2021

Language

EN

ISBN

9783030859053

Subjects

Engineering, Mathematics, Computer Science