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Intelligent cost estimation by machine learning in supply management: A structured literature review
F Bodendorf, P Merkl, J Franke - Computers & Industrial Engineering, 2021 - Elsevier
In the automotive industry, cost estimation of components to be purchased plays an
important role for price negotiations with suppliers and, therefore, for cost control within the …
important role for price negotiations with suppliers and, therefore, for cost control within the …
Key features and novel trends for develo** cost engineering methods for forged components: a systematic literature review
Engineering design shows a growing interest in exploring cost analysis to anticipate
manufacturing issues and integrate production aspects within the product development …
manufacturing issues and integrate production aspects within the product development …
Artificial neural networks for intelligent cost estimation–a contribution to strategic cost management in the manufacturing supply chain
F Bodendorf, P Merkl, J Franke - International Journal of …, 2022 - Taylor & Francis
In today's complex supply networks sharing information between buyers and suppliers is
critical for sustainable competitive advantage. In particular, for both business partners, cost …
critical for sustainable competitive advantage. In particular, for both business partners, cost …
[HTML][HTML] Data-Driven purchasing strategies: Price prediction models and strategy development
S Mirasçı, A Aksoy - Expert Systems with Applications, 2025 - Elsevier
This study aims to provide price predictions for automotive steel materials using machine
learning (ML) methods to develop purchasing strategies with business theories. The primary …
learning (ML) methods to develop purchasing strategies with business theories. The primary …
Deep learning based cost estimation of circuit boards: a case study in the automotive industry
F Bodendorf, S Merbele, J Franke - International Journal of …, 2022 - Taylor & Francis
Early cost estimation is a decisive value driver in the product development process in
manufacturing industries. Machine learning offers new intelligent methods to support …
manufacturing industries. Machine learning offers new intelligent methods to support …
Manufacturing time estimation for offer pricing: A machine learning application in a French metallurgy industry
In today's market where many companies are competing for the same opportunities, a quick,
accurate, and reliable estimation of the offers' prices is essential for the suppliers. This …
accurate, and reliable estimation of the offers' prices is essential for the suppliers. This …
An empirical investigation into intelligent cost analysis in purchasing
F Bodendorf, M Lutz, S Michelberger… - … Chain Management: An …, 2022 - emerald.com
Purpose Cost transparency is of central importance to reach a consensus between supply
chain partners. The purpose of this paper is to contribute to the instrument of cost analysis …
chain partners. The purpose of this paper is to contribute to the instrument of cost analysis …
Shape optimization of thin-walled cross section for automobile body considering stam** cost, manufacturability and structural stiffness
Y Ma, R Chen, J Bai, W Zuo - International Journal of Automotive …, 2020 - Springer
At the conceptual design stage, the cross-sectional shapes of thin-walled beams (TWBs)
need to be optimized to improve the performance of automobile structure. Therefore, this …
need to be optimized to improve the performance of automobile structure. Therefore, this …
Heuristic techniques to optimize neural network architecture in manufacturing applications
C Ciancio, G Ambrogio, F Gagliardi… - Neural Computing and …, 2016 - Springer
Nowadays application of neural networks in the manufacturing field is widely assessed even
if this type of problem is typically characterized by an insufficient availability of data for a …
if this type of problem is typically characterized by an insufficient availability of data for a …
Improving estimate at completion (EAC) cost of construction projects using adaptive neuro-fuzzy inference system (ANFIS)
SR Dastgheib, MR Feylizadeh… - Canadian Journal of …, 2022 - cdnsciencepub.com
Earned value management (EVM) is a well-known technique for measuring project
performance and progress. Owing to the EVM's attitude to simultaneously combine cost and …
performance and progress. Owing to the EVM's attitude to simultaneously combine cost and …