Dilek Düştegör

Associate Professor

• Room number: 0578
• Email: d.dustegor@rug.nl
• Personal website: Dilek Düştegör

Research

• Design, Monitoring and Control of Cyber-Physical Systems
• Technology Enhanced Education

Publications

1. Alief, {Revin N., Lazovik, A., & Dustegor, D. (2026). Coverage-Aware Centrality Strategies for Sparse Sensor Placement in GNN-Based Wastewater Level Estimation. Proceedings of the 22nd International Conference on Intelligent Environments, IE 2026. https://doi.org/10.1109/IE69249.2026.11538983
2. Seidel, D., Tello, A., & Dustegor, D. (2026). Positional Encodings for Graph Neural Networks in Intelligent Water Infrastructure. 2026 22nd International Conference on Intelligent Environments (IE). https://doi.org/10.1109/IE69249.2026.11539028
3. Ahmed, S., Dustegor, D., Lazovik, A., & Wörtche, {Heinrich J. (2025, August 22). Windowed Multivariate LSTM Autoencoder for Leak Detection in Water Distribution Networks. The 21st Computing and Control in the Water Industry Conference (CCWI 2025). https://doi.org/10.15131/shef.data.29921204.v1
4. Ahmed, S., Düştegör, D., Lazovik, A., & Wörtche, H. (2025). Windowed Multivariate LSTM Autoencoder for Leak Detection in Water Distribution Networks. The University of Sheffield. https://doi.org/10.15131/SHEF.DATA.29921204.V1
5. Sultana, N., Hossain, {S. M. Z., Almuhaini, {Salma H., & Dustegor, D. (2022). Bayesian Optimization Algorithm-Based Statistical and Machine Learning Approaches for Forecasting Short-Term Electricity Demand. Energies, 15(9). https://doi.org/10.3390/en15093425
6. Alyahyan, E., & Dusteaor, D. (2020, October 13). Decision Trees for Very Early Prediction of Student’s Achievement. 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020. https://doi.org/10.1109/ICCIS49240.2020.9257646
7. Dustegor, D., Farooqui, M., & Alam Khan, M. A. (2019). Fostering higher cognitive skills through design thinking in digital hardware course: A case study. ICIC Express Letters, 13(10), 891–898.
8. Elhussein, M. A., Dustegor, D., Nagy, N., & Alghamdi, A. K. H. (2018). The Impact of Digital Technology on Female Students’ Learning Experience in Partition-Rooms: Conditioned by Social Context. IEEE Transactions on Education, 61(4), 265–273. https://doi.org/10.1109/te.2018.2840501
9. Sameh, H., Aiman, K., & Dustegor, D. (2018). A remotely piloted aerial system for a faster processing of traffic collisions towards reducing the resulting road congestion. 2017 9th IEEE-GCC Conference and Exhibition, GCCCE 2017.
10. Elhussein, M. A., Dustegor, D., Nagy, N., & Alghamdi, A. K. H. (2018). The impact of digital technology on female students’ learning experience in partition-rooms: Conditioned by social context. IEEE Transactions on Education, 61(4), 265–273.
11. AlSafwan, K., AlShaer, F., Hakami, L., Aseeri, K., AlJishi, M., & Dustegor, D. (2016). Design and implementation of a residential energy monitoring system prototype tailored to meet local needs. International Journal of Computing and Digital Systems, 5(4), 337–344. https://doi.org/10.12785/IJCDS/050405
12. Dustegor, D., & Felemban, N. M. (2013). Wireless sensor network based monitoring system for photovoltaic panels in extreme GCC climate conditions: A literature review of current approaches. 2013 7th IEEE GCC Conference and Exhibition, GCC 2013, 326–329.
13. El-Mezyani, T., Srivastava, S. K., Cartes, D. A., & Dustegor, D. (2011). Sensor optimization and placement for enhanced power system monitoring using entropy. 2011 IEEE Electric Ship Technologies Symposium, ESTS 2011, 187–192.
14. Dustegor, D., El Mezyani, T., & Srivastava, S. K. (2011). A distributed fault protection method for power grid with high penetration of renewable energy sources. 2011 IEEE International Conference on Smart Grid Communications, SmartGridComm 2011, 564–569.
15. Dustegor, D., Mezyani, T. E., & McLaren, P. G. (2011). A sensor failure resilience metric for ship-board power system. 2011 IEEE Electric Ship Technologies Symposium, ESTS 2011, 240–243.