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Responsible Digital Transformations RDT

Dr. V.O. (Victoria) Degeler

Faculty of Science
Informatics Institute
Visiting address
  • Science Park 900
Postal address
  • Postbus 94323
    1090 GH Amsterdam
Contact details
  • Publications

    2024

    • Degeler, V. O., Hadadian, M., Karabulut, E., Lazovik, A., van het Loo, H., Tello, A., & Truong, H. (in press). DiTEC: Digital Twin for Evolutionary Changes in Water Distribution Networks. In International Symposium On Leveraging Applications of Formal Methods, Verification and Validation (ISoLA)
    • Hadadian Nejad Yousefi, M., Degeler, V. O., & Lazovik, A. (in press). Self-Adaptive Service Selection for Machine Learning Continuous Delivery. In IEEE International Conference on Web Services (ICWS)
    • Karabulut, E., Pileggi, S. F., Groth, P., & Degeler, V. (2024). Ontologies in Digital Twins: A Systematic Literature Review. Future Generation Computer Systems, 153, 442-456. https://doi.org/10.1016/j.future.2023.12.013 [details]
    • Khalil, A., Lotfian Delouee, M., Degeler, V., Meuser, T., Fernandez Anta, A., & Koldehofe, B. (2024). Driving Towards Efficiency: Adaptive Resource-Aware Clustered Federated Learning in Vehicular Networks. In 2024 22nd Mediterranean Communication and Computer Networking Conference: MedComNet 2024 : Nice, France, 11-13 June 2024 (pp. 55-64). IEEE. https://doi.org/10.1109/MedComNet62012.2024.10578208 [details]
    • Lotfian Delouee, M., Degeler, V., Amthor, P., & Koldehofe, B. (2024). APP-CEP: Adaptive Pattern-level Privacy Protection in Complex Event Processing Systems. In G. Lenzini, P. Mori, & S. Furnell (Eds.), ICISSP 2024: Proceedings of the 10th International Conference on Information Systems Security and Privacy : 26-28 February, 2024, Rome, Italy (pp. 486-497). SciTePress. https://doi.org/10.5220/0012358700003648 [details]
    • Lotfian Delouee, M., Pernes, D., Degeler, V. O., & Koldehofe, B. (2024). Towards Federated LLM-Powered CEP Rule Generation and Refinement. In DEBS '24: Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems ACM Digital Library. https://doi.org/10.1145/3629104.3672429
    • Lotfian Delouee, M., Pernes, D., Degeler, V. O., & Koldehofe, B. (in press). Poster: Towards Federated LLM-Powered CEP Rule Generation and Refinement. In Proceedings of the 18th ACM International Conference on Distributed and Event-Based Systems (DEBS’24)
    • Tello, A., Degeler, V., & Lazovik, A. (2024). Too Good To Be True: accuracy overestimation in (re)current practices for Human Activity Recognition. In 2024 IEEE International Conference on Pervasive Computing and Communications workshops and other affiliated events (PerCom workshops 2024) : Biarritz, France, 11-15 March 2024 (pp. 511-517). IEEE. https://doi.org/10.1109/PerComWorkshops59983.2024.10503465 [details]
    • Tello, A., Truong, H., Lazovik, A., & Degeler, V. O. (in press). Large-Scale Multipurpose Benchmark Datasets For Assessing Data-Driven Deep Learning Approaches For Water Distribution Networks. In Engineering Proceedings (3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI)). MDPI.
    • Truong, H., Tello, A., Lazovik, A., & Degeler, V. (2024). Graph Neural Networks for Pressure Estimation in Water Distribution Systems. Water Resources Research, 60(7), Article e2023WR036741. https://doi.org/10.1029/2023WR036741 [details]
    • van Etten, T., Degeler, V., & Luo, D. (2024). Large-Scale Forecasting of Electric Vehicle Charging Demand Using Global Time Series Modeling. In A. Vinel, K. Berns, J. Ploeg, & O. Gusikhin (Eds.), VEHITS 2024: proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems : 2-4 May, 2024, Angers, France (pp. 40-51). SciTePress. https://doi.org/10.5220/0012555400003702 [details]

    2023

    • Demchenko, Y., Degeler, V., Opresu, A., & Brewer, S. (2023). Professional and 21st Century Skills for Data Driven Digital Economy. In 2023 IEEE Global Engineering Education Conference (EDUCON): Salmiya, Kuwait, 1-4 May 2023, American University of Kuwait (pp. 847-854). IEEE. https://doi.org/10.1109/EDUCON54358.2023.10125263 [details]
    • Karabulut, E., Degeler, V., & Groth, P. (2023). Semantic Association Rule Learning from Time Series Data and Knowledge Graphs. In A. Waaler, E. Kharlamov, B. Zhou, A. Soylu, D. Kyritsis, D. Roman, O. Savkovic, & S. Staab (Eds.), Proceedings of the Second International Workshop on Semantic Industrial Information Modelling (SemIIM 2023) : co-located with the 22nd International Semantic Web Conference (ISWC 2023) : Greece, Athens, 7 November 2023 Article 3 (CEUR workshop proceedings; Vol. 3647). CEUR-WS. https://doi.org/10.48550/arXiv.2310.07348 [details]
    • Lotfian Delouee, M., Koldehofe, B., & Degeler, V. (2023). AQuA-CEP: Adaptive Quality-Aware Complex Event Processing in the Internet of Things. In DEBS 2023: proceedings of the 17th ACM International Conference on Distributed and Event-based Systems : June 27-30, 2023, Neuchâtel, Switzerland (pp. 13-24). Association for Computing Machinery. https://doi.org/10.1145/3583678.3596884 [details]
    • Lotfian Delouee, M., Koldehofe, B., & Degeler, V. (2023). Poster: Towards Pattern-Level Privacy Protection in Distributed Complex Event Processing. In DEBS 2023: proceedings of the 17th ACM International Conference on Distributed and Event-based Systems : June 27-30, 2023, Neuchâtel, Switzerland (pp. 185-186). Association for Computing Machinery. https://doi.org/10.1145/3583678.3603278 [details]
    • Yousefi, M. H. N., Degeler, V., & Lazovik, A. (2023). Empowering Machine Learning Development with Service-Oriented Computing Principles. In M. Aiello, J. Barzen, S. Dustdar, & F. Leymann (Eds.), Service-Oriented Computing - 17th Symposium and Summer School, SummerSOC 2023, Revised Selected Papers: 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25–July 1, 2023 : revised selected papers (pp. 24-44). (Communications in Computer and Information Science; Vol. 1847). Springer. https://doi.org/10.1007/978-3-031-45728-9_2 [details]

    2022

    • Lotfian Delouee, M., Koldehofe, B., & Degeler, V. (2022). Towards adaptive quality-aware Complex Event Processing in the Internet of Things. In 2022 18th International Conference on Mobility, Sensing and Networking : MSN 2022: proceedings : 14-16 December 2022, Guangzhou, China (pp. 571-575). IEEE Computer Society. https://doi.org/10.1109/MSN57253.2022.00095 [details]
    • Riesebos, R., Degeler, V., & Tello, A. (2022). Smartphone-Based Real-Time Indoor Positioning Using BLE Beacons. In 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE 2022): Mexico City, Mexico, 20-24 August 2022 (pp. 1281-1288). IEEE. https://doi.org/10.1109/CASE49997.2022.9926639 [details]

    2021

    • Al-Saudi, K., Degeler, V., & Medema, M. (2021). Energy consumption patterns and load forecasting with profiled CNN-LSTM networks. Processes, 9(11), Article 1870. https://doi.org/10.3390/pr9111870
    • Degeler, V., Heydenrijk-Ottens, L., Luo, D., van Oort, N., & van Lint, H. (2021). Unsupervised approach towards analysing the public transport bunching swings formation phenomenon. Public Transport, 13(3), 533-555. https://doi.org/10.1007/s12469-020-00251-z

    2019

    • Mantouka, E. G., Vlahogianni, E. I., Papacharalampous, A. E., Heydenrijk-Ottens, L., Shelat, S., Degeler, V., & van Lint, H. (2019). Understanding Travel Behavior through Travel Happiness. Transportation research record, 2673(4), 889-897. https://doi.org/10.1177/0361198119836761

    2018

    • French, R., Degeler, V., & Jones, K. (2018). A Model of a Malware Infected Automated Guided Vehicle for Experimental Cyber-Physical Security. In Lecture Notes in Networks and Systems (pp. 672-688). (Lecture Notes in Networks and Systems; Vol. 16). Springer. https://doi.org/10.1007/978-3-319-56991-8_49

    2016

    • Degeler, V., French, R., & Jones, K. (2016). Combined danger signal and anomaly-based threat detection in cyber-physical systems. In M. E. M. Campista, A. Somov, B. Mandler, H. Chaouchi, M. Fazio, D. Caganova, S. Giordano, J. Marquez-Barja, S. Zeadally, M. Badra, & R-L. Vieriu (Eds.), Internet of Things: IoT Infrastructures - 2nd International Summit, IoT 360° 2015, Revised Selected Papers (pp. 27-39). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 169). Springer Verlag. https://doi.org/10.1007/978-3-319-47063-4_3
    • Degeler, V., French, R., & Jones, K. (2016). Self-Healing Intrusion Detection System Concept. In M. Qiu (Ed.), Proceedings - 2nd IEEE International Conference on Big Data Security on Cloud, IEEE BigDataSecurity 2016, 2nd IEEE International Conference on High Performance and Smart Computing, IEEE HPSC 2016 and IEEE International Conference on Intelligent Data and Security, IEEE IDS 2016 (pp. 351-356). Article 7502315 (Proceedings - 2nd IEEE International Conference on Big Data Security on Cloud, IEEE BigDataSecurity 2016, 2nd IEEE International Conference on High Performance and Smart Computing, IEEE HPSC 2016 and IEEE International Conference on Intelligent Data and Security, IEEE IDS 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigDataSecurity-HPSC-IDS.2016.27

    2015

    • Degeler, V., French, R., & Jones, K. (2015). Demonstrating Danger Theory based threat detection for robotic manufacture protection. In IntelliSys 2015 - Proceedings of 2015 SAI Intelligent Systems Conference (pp. 283-284). Article 7361156 (IntelliSys 2015 - Proceedings of 2015 SAI Intelligent Systems Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IntelliSys.2015.7361156

    2014

    • Clifford, E., Coakley, D., Curry, E., Degeler, V., Costa, A., Messervey, T., Van Andel, S. J., Van De Giesen, N., Kouronpetroglou, C., Mink, J., & Smit, S. (2014). Interactive water services: The WATERNOMICS approach. Procedia Engineering, 89, 1058-1065. https://doi.org/10.1016/j.proeng.2014.11.225
    • Degeler, V., & Curry, E. (2014). Human-Assisted Rule Satisfaction in Partially Observable Environments. In Y. Zheng, P. Thulasiraman, B. O. Apduhan, Y. Nakamoto, H. Ning, & Y. Sun (Eds.), Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 (pp. 171-178). Article 7306949 (Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UIC-ATC-ScalCom.2014.134
    • Degeler, V., & Lazovik, A. (2014). Dynamic constraint satisfaction with space reduction in smart environments. International Journal on Artificial Intelligence Tools, 23(6), Article 14600276. https://doi.org/10.1142/S0218213014600276
    • Degeler, V., Lazovik, A., Leotta, F., & Mecella, M. (2014). Itemset-based mining of constraints for enacting smart environments. In 2014 IEEE International Conference on Pervasive Computing and Communication Workshops (PERCOM WORKSHOPS) (pp. 41-46). IEEE. https://doi.org/10.1109/PerComW.2014.6815162

    2013

    • Degeler, V., & Lazovik, A. (2013). Architecture pattern for context-aware smart environments. In Creating Personal, Social, and Urban Awareness through Pervasive Computing (pp. 108-130). IGI Global. https://doi.org/10.4018/978-1-4666-4695-7.ch005
    • Degeler, V., & Lazovik, A. (2013). Dynamic constraint reasoning in smart environments. In Proceedings - 25th International Conference on Tools with Artificial Intelligence, ICTAI 2013 (pp. 167-174). IEEE Computer Society. https://doi.org/10.1109/ICTAI.2013.34
    • Degeler, V., Gonzalez, L. I. L., Leva, M., Shrubsole, P., Bonomi, S., Amft, O., & Lazovik, A. (2013). Service-oriented architecture for smart environments. In Proceedings - IEEE 6th International Conference on Service-Oriented Computing and Applications, SOCA 2013 (pp. 99-104). Article 6717291 (Proceedings - IEEE 6th International Conference on Service-Oriented Computing and Applications, SOCA 2013). IEEE Computer Society. https://doi.org/10.1109/SOCA.2013.26
    • Nguyen, T. A., Degeler, V., Contarino, R., Lazovik, A., Bucur, D., & Aiello, M. (2013). Towards context consistency in a rule-based activity recognition architecture. In Proceedings - IEEE 10th International Conference on Ubiquitous Intelligence and Computing, UIC 2013 and IEEE 10th International Conference on Autonomic and Trusted Computing, ATC 2013 (pp. 625-630). IEEE Computer Society. https://doi.org/10.1109/UIC-ATC.2013.97

    2012

    • Degeler, V., & Lazovik, A. (2012). Cost-efficient context-aware rule maintenance. In 2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012 (pp. 608-612). IEEE Computer Society. https://doi.org/10.1109/PerComW.2012.6197587
    • Georgievski, I., Degeler, V., Pagani, G. A., Nguyen, T. A., Lazovik, A., & Aiello, M. (2012). Optimizing energy costs for offices connected to the smart grid. IEEE Transactions on Smart Grid, 3(4), 2273-2285. Article 6377248. https://doi.org/10.1109/TSG.2012.2218666
    • Nizamic, F., Degeler, V., Groenboom, R., & Lazovik, A. (2012). Policy-based scheduling of cloud services. Scalable Computing, 13(3), 187-199.

    2011

    • Degeler, V., & Lazovik, A. (2011). Interpretation of inconsistencies via context consistency diagrams. In 2011 IEEE International Conference on Pervasive Computing and Communications, PerCom 2011 (pp. 20-27). IEEE Computer Society. https://doi.org/10.1109/PERCOM.2011.5767588

    2010

    • Degeler, V., Georgievski, I., Lazovik, A., & Aiello, M. (2010). Concept mapping for faster QoS-aware web service composition. In Proceedings - 2010 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2010 Article 5707193 IEEE Computer Society. https://doi.org/10.1109/SOCA.2010.5707193

    2023

    2022

    2024

    2023

    • Karabulut, E., Pileggi, S., Groth, P. & Degeler, V. (21-7-2023). Data and Statistics for the SLR entitled "Ontologies in Digital Twins: A Systematic Literature Review". Zenodo. https://doi.org/10.5281/zenodo.8172341
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  • Ancillary activities
    • European Commission
      Occasional innovation proposals and projects evaluation as an external expert
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