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Combining Process Mining and Machine Learning for Lead Time Prediction in High Variance Processes
Lecture Notes in Production Engineering - Production at the leading edge of technology
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10.1007/978-3-662-62138-7_53
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2020
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pp. 528-537
Author(s):
M. Welsing
◽
J. Maetschke
◽
K. Thomas
◽
A. Gützlaff
◽
G. Schuh
◽
...
Keyword(s):
Machine Learning
◽
Lead Time
◽
Process Mining
◽
Time Prediction
Download Full-text
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Prototyping Machine-Learning-Supported Lead Time Prediction Using AutoML
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Vol 180
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Lead time prediction using machine learning algorithms: A case study by a semiconductor manufacturer
Procedia CIRP
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10.1016/j.procir.2018.03.148
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2018
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pp. 1051-1056
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Author(s):
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Viola Gallina
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Machine Learning
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Lead Time
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Lead time prediction in a flow-shop environment with analytical and machine learning approaches
IFAC-PapersOnLine
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10.1016/j.ifacol.2018.08.472
◽
2018
◽
Vol 51
(11)
◽
pp. 1029-1034
◽
Cited By ~ 17
Author(s):
Dávid Gyulai
◽
András Pfeiffer
◽
Gábor Nick
◽
Viola Gallina
◽
Wilfried Sihn
◽
...
Keyword(s):
Machine Learning
◽
Lead Time
◽
Flow Shop
◽
Learning Approaches
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Time Prediction
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Software Development Life Time Prediction Using Machine Learning Approach and There Comparison
SSRN Electronic Journal
◽
10.2139/ssrn.3538593
◽
2020
◽
Author(s):
Devanshu Dwivedi
◽
Apaar Sharma
◽
Amar Shukla
Keyword(s):
Machine Learning
◽
Software Development
◽
Life Time
◽
Learning Approach
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Time Prediction
◽
Machine Learning Approach
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A Real-Time Bus Arrival Time Prediction System Based on Spark Framework and Machine Learning Approaches: a case study in Chiang Mai
2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering
◽
10.1109/ectidamtncon51128.2021.9425771
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2021
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Author(s):
Li Ye
◽
Pree Thiengburanathum
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Poon Thiengburanathum
Keyword(s):
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Learning Approaches
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Chiang Mai
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Arrival Time Prediction
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Machine Learning For Surgical Time Prediction
Computer Methods and Programs in Biomedicine
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10.1016/j.cmpb.2021.106220
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2021
◽
pp. 106220
Author(s):
Oscar Martinez
◽
Carol Martinez
◽
Carlos A. Parra
◽
Saul Rugeles
◽
Daniel R. Suarez
Keyword(s):
Machine Learning
◽
Surgical Time
◽
Time Prediction
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A Study on Lead Time Prediction in Hybrid Flow-shop with Machine Failure through Simulation
Korean Journal of Computational Design and Engineering
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10.7315/cde.2021.324
◽
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◽
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◽
pp. 324-332
Author(s):
So-Hui Park
◽
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Keyword(s):
Lead Time
◽
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Hybrid Flow Shop
◽
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◽
Machine Failure
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Estimating Lead Time Using Machine Learning Algorithms: A Case Study by a Textile Company
10.1109/asyu52992.2021.9599012
◽
2021
◽
Author(s):
Ceren Atik
◽
Recen Alp Kut
◽
Safak Birol
Keyword(s):
Machine Learning
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Lead Time
◽
Learning Algorithms
◽
Machine Learning Algorithms
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Visiting Time Prediction Using Machine Learning Regression Algorithm
2018 6th International Conference on Information and Communication Technology (ICoICT)
◽
10.1109/icoict.2018.8528810
◽
2018
◽
Cited By ~ 1
Author(s):
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◽
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◽
Komarudin
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Machine Learning
◽
Time Prediction
◽
Visiting Time
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Machine Learning-Based Framework for Log-Lifting in Business Process Mining Applications
Lecture Notes in Computer Science - Business Process Management
◽
10.1007/978-3-030-26619-6_16
◽
2019
◽
pp. 232-249
◽
Cited By ~ 3
Author(s):
Ghalia Tello
◽
Gabriele Gianini
◽
Rabeb Mizouni
◽
Ernesto Damiani
Keyword(s):
Machine Learning
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Business Process
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Process Mining
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Business Process Mining
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