Machine Learning Algorithms for Quality Control Problem

Author:

Musial KamilORCID,Kochańska JoannaORCID,Balashov ArtemORCID,Burduk AnnaORCID,Butdee SuthepORCID

Publisher

Springer Nature Switzerland

Reference18 articles.

1. Antosz, K.: Prediction model of product quality in production company: based on PCA and logistic regression. In: Silva, F.J.G., Ferreira, L.P., Sá, J.C., Pereira, M.T., Pinto, C.M.A. (eds.) Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. FAIM 2023. Lecture Notes in Mechanical Engineering, pp. 425–432. Springer, Cham (2023). https://doi.org/10.1007/978-3-031-38165-2_50

2. Antosz, K., Gola, A., Paśko, Ł., Malheiro, T., Gonçalves, A.M., Varela, L.: Six sigma and random forests application for product quality system control development. In: Hamrol, A., Grabowska, M., Maletič, D. (eds.) Advances in Manufacturing III. MANUFACTURING 2022. Lecture Notes in Mechanical Engineering, pp. 99–112. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-00218-2_9

3. Poskart, B., Iskierka, G., Krot, K.: Logistics 4.0 - monitoring of transport trolley in the factory through vision systems using the YOLO model based on convolutional neural networks. In: Burduk, A., Batako, A.D.L., Machado, J., Wyczółkowski, R., Dostatni, E., Rojek, I. (eds.) Intelligent Systems in Production Engineering and Maintenance III. ISPEM 2023 Lecture Notes in Mechanical Engineering, pp. 346–358. Springer, Cham (2023). https://doi.org/10.1007/978-3-031-44282-7_27

4. Boateng, E.Y., Otoo, J., Abaye, D.A.: Basic tenets of classification algorithms K-nearest-neighbor, support vector machine, random forest and neural network: a review. J. Data Anal. Inf. Process. 8, 341–357 (2020)

5. Charbuty, B., Abdulazeez, A.: Classification based on decision tree algorithm for machine learning. J. Appl. Sci. Technol. Trends 2, 20–28 (2021)

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