TY - CHAP A1 - Thakur, Akshay A1 - Beck, Robert A1 - Mostaghim, Sanaz A1 - Großmann, Daniel A1 - Kuttler, Moritz ED - Tang, Loon-Ching T1 - Prediction of Top Key Performance Indicator in Automotive Production System using Data Mining T2 - WCSE 2022 Spring Event: Proceedings of 2022 9th International Conference on Industrial Engineering and Applications UR - https://doi.org/10.18178/wcse.2022.04.079 Y1 - 2022 UR - https://doi.org/10.18178/wcse.2022.04.079 SN - 978-981-18-5852-9 SP - 675 EP - 684 PB - SCIEI CY - Rowland Heights ER - TY - CHAP A1 - Thakur, Akshay A1 - Beck, Robert A1 - Mostaghim, Sanaz A1 - Großmann, Daniel T1 - Survey into predictive key performance indicator analysis from data mining perspective T2 - Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) UR - https://doi.org/10.1109/ETFA46521.2020.9212111 KW - KPI selection KW - KPI relationship KW - key performance indicators KW - predictive analysis KW - survey KW - data mining KW - best practices Y1 - 2020 UR - https://doi.org/10.1109/ETFA46521.2020.9212111 SN - 978-1-7281-8956-7 SP - 476 EP - 483 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Thakur, Akshay A1 - Beck, Robert A1 - Mostaghim, Sanaz A1 - Großmann, Daniel T1 - Machine Learning for evaluating Kaizens in Volkswagen Production System - An Industrial Case study T2 - Proceedings: 2020 IEEE 7th International Conference on Data Science and Advanced Analytics: DSAA 2020 UR - https://doi.org/10.1109/DSAA49011.2020.00114 KW - supervised machine learning KW - Kaizen KW - best practices evaluation KW - clustering KW - production system Y1 - 2020 UR - https://doi.org/10.1109/DSAA49011.2020.00114 SN - 978-1-7281-8206-3 SP - 781 EP - 782 PB - IEEE CY - Piscataway ER -