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AI4Business ai4business

Dr. I.M. (Inez) Zwetsloot

Faculty of Economics and Business
Section Business Analytics
Visiting address
  • Plantage Muidergracht 12
Postal address
  • Postbus 15953
    1001 NL Amsterdam
Contact details
  • Publications

    2024

    • Hu, X., Qiu, J., Lin, Y., Zwetsloot, I. M., Lee, W. K. F., Yeung, E. Y. S., Yeung, C. Y. W., & Wong, C. C. L. (2024). An algorithm for modelling escalator fixed loss energy for PHM and sustainable energy usage. Energy and buildings, 314, Article 114239. https://doi.org/10.1016/j.enbuild.2024.114239
    • Maged, A., & Zwetsloot, I. M. (2024). Anomaly Detection via Real-Time Monitoring of High-Dimensional Event Data. IEEE Transactions on Industrial Informatics, 20(2), 2856-2864. https://doi.org/10.1109/TII.2023.3296918
    • Megahed, F. M., Chen, Y. J., Zwetsloot, I. M., Knoth, S., Montgomery, D. C., & Jones-Farmer, L. A. (2024). Introducing ChatSQC: Enhancing statistical quality control with augmented AI. Journal of Quality Technology. Advance online publication. https://doi.org/10.48550/arXiv.2308.13550, https://doi.org/10.1080/00224065.2024.2372328
    • Qiu, J., Lin, Y., & Zwetsloot, I. M. (2024). An LSTM-based predictive monitoring method for data with time-varying variability. International Journal of Production Research. Advance online publication. https://doi.org/10.1080/00207543.2024.2408435
    • Wang, Z., & Zwetsloot, I. M. (2024). A change-point–based control chart for detecting sparse mean changes in high-dimensional heteroscedastic data. Journal of Quality Technology, 56(1), 56-70. https://doi.org/10.1080/00224065.2023.2250884
    • Zwetsloot, I. M., Jones-Farmer, L. A., & Woodall, W. H. (2024). Monitoring univariate processes using control charts: Some practical issues and advice. Quality Engineering, 36(3), 487-499. https://doi.org/10.1080/08982112.2023.2238049

    2023

    • Ho, T. C. E., & Zwetsloot, I. M. (2023). Precision of CSLT measurement system for defect detection in bored piles. Quality Engineering, 35(2), 353-363. https://doi.org/10.1080/08982112.2022.2118062
    • Lai, W. F., & Zwetsloot, I. M. (2023). A data-driven ensemble ranking system of production quality across manufacturers—A case study for risk assessment in the solar industry. Quality and Reliability Engineering International, 39(2), 565-574. https://doi.org/10.1002/qre.3190
    • Wang, Z., & Zwetsloot, I. M. (2023). A Transfer Learning-Based Multivariate Control Chart for Dengue Surveillance in Hong Kong. IEEE Access, 11, 66415-66427. https://doi.org/10.1109/ACCESS.2023.3290324
    • Wang, Z., Goedhart, R., & Zwetsloot, I. M. (2023). Monitoring high-dimensional heteroscedastic processes using rank-based EWMA methods. Computers & Industrial Engineering, 184, Article 109544. https://doi.org/10.1016/j.cie.2023.109544 [details]
    • Zwetsloot, I. M., Mahmood, T., Taiwo, F. M., & Wang, Z. (2023). A real-time monitoring approach for bivariate event data. Applied Stochastic Models in Business and Industry, 39(6), 789-817. https://doi.org/10.1002/asmb.2800 [details]

    2022

    • Yu, L., Zwetsloot, I. M., Stevens, N. T., Wilson, J. D., & Tsui, K. L. (2022). Monitoring dynamic networks: A simulation-based strategy for comparing monitoring methods and a comparative study. Quality and Reliability Engineering International, 38(3), 1226-1250. https://doi.org/10.1002/qre.2944

    2021

    • Ajadi, J. O., Wang, Z., & Zwetsloot, I. M. (2021). A review of dispersion control charts for multivariate individual observations. Quality Engineering, 33(1), 60-75. https://doi.org/10.1080/08982112.2020.1755438
    • Ajadi, J. O., Zwetsloot, I. M., & Tsui, K. L. (2021). A new robust multivariate ewma dispersion control chart for individual observations. Mathematics, 9(9), Article 1038. https://doi.org/10.3390/math9091038
    • Umair, Z., Zwetsloot, I. M., Marco, L. K. M., Shim, J., & Kostromin, D. (2021). Designing a System for Data-driven Risk Assessment of Solar Projects. In IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society IEEE Computer Society Press. https://doi.org/10.1109/IECON48115.2021.9589414
    • Wang, Z., Ho, E. T. C., & Zwetsloot, I. M. (2021). Accuracy and precision of the CSLT measurement system: An experiment to defect diagnoses in bored piles. HKIE Transactions , 28(4), 176-185. https://doi.org/10.33430/V28N4THIE-2021-0011
    • Zwetsloot, I. M., & Woodall, W. H. (2021). A Review of Some Sampling and Aggregation Strategies for Basic Statistical Process Monitoring. Journal of Quality Technology, 53(1), 1-16. https://doi.org/10.1080/00224065.2019.1611354

    2020

    • Ajadi, J. O., & Zwetsloot, I. M. (2020). Should observations be grouped for effective monitoring of multivariate process variability? Quality and Reliability Engineering International, 36(3), 1005-1027. https://doi.org/10.1002/qre.2612
    • Dehghani, M., Tsui, K. L., Zwetsloot, I. M., & Rawassizadeh, R. (2020). What are the perceived experiences of health fitness trackers for the elderly? A qualitative post-adoption study. International Journal of Technology Marketing, 14(2), 181-198. https://doi.org/10.1504/IJTMKT.2020.110125
    • Leung, K. C., Huang, Q., St-Hilaire, S., Liu, H., Zheng, X., Cheung, K. B., & Zwetsloot, I. M. (2020). Fraudulent antibiotic products on the market for aquaculture use. Preventive Veterinary Medicine, 181, Article 105052. https://doi.org/10.1016/j.prevetmed.2020.105052
    • Wang, H., Zhao, Y., Yu, L., Liu, J., Zwetsloot, I. M., Cabrera, J., & Tsui, K. L. (2020). A personalized health monitoring system for community-dwelling elderly people in Hong Kong: Design, implementation, and evaluation study. Journal of Medical Internet Research, 22(9), Article e19223. https://doi.org/10.2196/19223
    • Zwetsloot, I. M., Mahmood, T., & Woodall, W. H. (2020). Multivariate time-between-events monitoring: An overview and some overlooked underlying complexities. Quality Engineering, 33(1), 13-25. https://doi.org/10.1080/08982112.2020.1788717

    2019

    • Ali, Z., Zwetsloot, I. M., & Nada, N. (2019). An empirical study to explore the interplay of Managerial and Operational capabilities to infuse organizational innovation in SMEs. Procedia Computer Science, 158, 260-269. https://doi.org/10.1016/j.procs.2019.09.050
    • Liu, J., Wong, W. T., Zwetsloot, I. M., Hsu, Y. C., & Tsui, K. L. (2019). Preliminary Agreement on Tracking Sleep between a Wrist-Worn Device Fitbit Alta and Consensus Sleep Diary. Telemedicine and e-Health, 25(12), 1189-1197. https://doi.org/10.1089/tmj.2018.0202
    • Mahmood, T., Wittenberg, P., Zwetsloot, I. M., Wang, H., & Tsui, K. L. (2019). Monitoring data quality for telehealth systems in the presence of missing data. International Journal of Medical Informatics, 126, 156-163. https://doi.org/10.1016/j.ijmedinf.2019.03.011
    • Yu, L., Zwetsloot, I. M., Stevens, N. T., Wilson, J. D., & Tsui, K. L. (2019). Monitoring dynamic networks: a simulation-based strategy for comparing monitoring methods and a comparative study. Quality and Reliability Engineering International. https://doi.org/10.48550/arXiv.1905.10302
    • Zwetsloot, I. M., & Ajadi, J. O. (2019). A comparison of EWMA control charts for dispersion based on estimated parameters. Computers and Industrial Engineering, 127, 436-450. https://doi.org/10.1016/j.cie.2018.10.034

    2018

    2017

    2016

    • Basta, Y. L., Zwetsloot, I. M., Klinkenbijl, J. H. G., Rohof, T., Monster, M. M. C., Fockens, P., & Tytgat, K. M. A. J. (2016). Decreasing the dispatch time of medical reports sent from hospital to primary care with Lean Six Sigma. Journal of Evaluation in Clinical Practice, 22(5), 690-698. Advance online publication. https://doi.org/10.1111/jep.12518 [details]
    • Saleh, N. A., Zwetsloot, I. M., Mahmoud, M. A., & Woodall, W. H. (2016). CUSUM Charts with Controlled Conditional Performance Under Estimated Parameters. Quality Engineering, 28(4), 402-415. Advance online publication. https://doi.org/10.1080/08982112.2016.1144072 [details]
    • Zwetsloot, I. M., Schoonhoven, M., & Does, R. J. M. M. (2016). Robust Point Location Estimators for the EWMA Control Chart. Quality Technology and Quantitative Management, 13(1), 29-38. https://doi.org/10.1080/16843703.2016.1139845 [details]

    2015

    2014

    2023

    • Zwetsloot, I. M., Lin, Y., Qiu, J., Li, L., Lee, W., San Yeung, E. Y., Yeung, C. Y. W., & Wong, C. C. L. (2023). Remaining Useful Life Modelling with an Escalator Health Condition Analytic System. ArXiv. https://doi.org/10.48550/arXiv.2306.05436

    2021

    2018

    2024

    • Zwetsloot, I. M. (2024). Data analysis of artifacs’ provenance: Catawiki and provenance.

    Membership / relevant position

    • Zwetsloot, I. (2024). Member of PhD committee for Gianluca Sposito, University of Naples “Federico II”.
    • Zwetsloot, I. (2024). Member Promotiecommissie Paulien Christine Hoefsmit, VU.
    • Zwetsloot, I. (2021-2025). Board member, International Statistical Engineering Association.
    • Zwetsloot, I. (2018-2028). Member of Publication Management Board, American Society for Quality.

    Journal editor

    • Zwetsloot, I. (editor) (2023-2025). STAtOR (Journal).
    • Zwetsloot, I. (editor) (2021-2028). Quality Engineering (Journal).

    Talk / presentation

    • Zwetsloot, I. (speaker) (21-3-2024). AI and the Future of Work in Analytics: insights from a first attempt to Augment ChatGPT and to assess the Quality of Generative AI Analytics capabilities, VVSOR annual meeting.
    • Zwetsloot, I. (speaker) (3-2024). Discussion - County-Level Surveillance of COVID Counts, Stu Hunter Research Conference.
    • Zwetsloot, I. (speaker) (3-2024). AI and the Future of Work in Analytics: insights from a first attempt to Augment ChatGPT and to assess the Quality of Generative AI Analytics capabilities, 15th Workshop on Stochastic Models,
      Statistics and Their Applications (SMSA 2024).

    Others

    • Zwetsloot, I. (participant) (6-2024). Joint Research Conference (ASA & IMS) (organising a conference, workshop, ...).
    • Zwetsloot, I. (participant) (2024). Joint Research Conference (ASA & IMS). Program committee member (organising a conference, workshop, ...).
    • Zwetsloot, I. (participant) (2024). Annual meeting of ENBIS 2024. Program committee member (organising a conference, workshop, ...).
    • Zwetsloot, I. (other) (2024). Referee for Journal of Quality Technology (other).
    • Zwetsloot, I. (other) (2024). Referee for Quality Engineering (other).
    • Zwetsloot, I. (organiser) (2022 - 2028). Stu Hunter Research Conference. Management committee member for the Stu Hunter Research Conference (ISEA) (organising a conference, workshop, ...).

    2016

    • Zwetsloot, I. M. (2016). EWMA control charts in statistical process monitoring. [Thesis, externally prepared, Universiteit van Amsterdam]. IBIS UvA. [details]
    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
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