Viktoriya Degeler Computer scientist specializing in smart systems creation

Publications

  • Al-Saudi K, Degeler V, Medema M. Energy Consumption Patterns and Load Forecasting with Profiled CNN-LSTM Networks. Processes. 2021; 9(11):1870. https://doi.org/10.3390/pr9111870 [pdf]
  • Tello, A. & Degeler, V. (2021) Digital Twins: An enabler for digital transformation. Chapter in “The Digital Transformation handbook”, eds. T.Broekhuizen, T.Bijmolt, B.Baalmans, N.Fabian. Available: rug.nl/gdbc/blog/digital-twins
  • Degeler, V., Heydenrijk-Ottens, L., Luo, D., van Oort, N., & van Lint, H. (2020). Unsupervised approach towards analysing the public transport bunching swings formation phenomenon. Public Transport, 1-23. Available: doi.org/10.1007/s12469-020-00251-z
  • 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. Available: doi.org/10.1177/0361198119836761
  • Viktoriya Degeler, Léonie Heydenrijk-Ottens, Ding Luo, Niels van Oort and Hans van Lint. Unsupervised approach to bunching swings phenomenon analysis, Conference on Advanced Systems in Public Transport and TransitData (CASPT), 2018
  • Léonie Heydenrijk-Ottens, Viktoriya Degeler, Ding Luo, Niels van Oort and Hans van Lint. Supervised learning: Predicting passenger load in public transport, Conference on Advanced Systems in Public Transport and TransitData (CASPT), 2018
  • E. Mantouka, A. Papacharalampous, I. Stroumpou, L. Heydenrijk, S. Shelat, P. Chamoso Santos, J. Guisado-Gamez, V. Degeler, E. Mitsakis, E. Vlahogianni, J. Larriba-Pey, Urban Travel Behaviour: A Cross-country Comparison, 7th Symposium of the European Association for Research in Transportation (hEART), 2018
  • G. Di Pasquale, V. Degeler, A. Papacharalampous, E. Mantouka, J.L. Larriba, Multimodal travel companion enabled by Artificial Intelligence, 25th ITS World Congress, 2018
  • Richard French, Viktoriya Degeler and Kevin Jones. A Model of a Malware Infected Automated Guided Vehicle for Experimental Cyber-Physical Security, SAI Computing Conference, 2016.
  • V. Degeler, R. French and K. Jones, "Self-Healing Intrusion Detection System Concept," IEEE International Conference on Intelligent Data and Security (IDS), pp. 351-356, 2016.
  • Viktoriya Degeler, Richard French and Kevin Jones. Combined Danger Signal and Anomaly-Based Threat Detection in Cyber-Physical Systems, 2nd EAI International Conference on Safety and Security in Internet of Things (SaSeIoT), 2015.
  • Viktoriya Degeler, Richard French and Kevin Jones. Demonstrating Danger Theory Based Threat Detection for Robotic Manufacture Protection, SAI Intelligent Systems Conference (IntelliSys), 283 – 284, 2015. Best Demonstration Award.
  • V. Degeler and A. Lazovik. Dynamic Constraint Satisfaction with Space Reduction in Smart Environments, International Journal on Artificial Intelligence Tools, 23(06), 2014.
  • Viktoriya Degeler. Dynamic Rule-Based Reasoning in Smart Environments, PhD thesis, University of Groningen, 2014.
  • V. Degeler and E. Curry. Human-Assisted Rule Satisfaction in Partially Observable Environments, In 11th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2014), IEEE, 2014.
  • Edward Curry, Viktoriya Degeler, Eoghan Clifford, Daniel Coakley, Andrea Costa, Schalk-Jan Van Andel, Nick Van De Giesen, Christos Kouroupetroglou, Thomas Messervey, Jan Mink, Sander Smit, “Linked Water Data For Water Information Management”, In 11th International Conference on Hydroinformatics (HIC 2014), New York, New York, USA, 2014.
  • Eoghan Clifford, Daniel Coakley, Edward Curry, Viktoriya Degeler, Andrea Costa, Thomas Messervey, Schalk-Jan Van Andel, Nick Van de Giesen, Christos Kouroupetroglou, Jan Mink, Sander Smit. Interactive Water Services: The Waternomics Approach, In 16th international conference Water Distribution Systems Analysis (WDSA), Elsevier, 2014.
  • Viktoriya Degeler, Alexander Lazovik, Francesco Leotta, Massimo Mecella. Itemset-based Mining of Constraints for Enacting Smart Environments. Symposium on Activity and Context Modeling and Recognition (ACOMORE), 2014.
  • V. Degeler and A. Lazovik. Architecture pattern for context-aware smart environments, "Creating Personal, Social and Urban Awareness through Pervasive Computing”, eds. D. Riboni, B. Guo, P. Hu, IGI Global, 2013.
  • V. Degeler, L. I. Lopera Gonzalez, M. Leva, P. Shrubsole, S. Bonomi, O. Amft, and A. Lazovik, Service-Oriented Architecture for Smart Environments, IEEE International Conference on Service Oriented Computing and Applications (SOCA), 2013.
  • V. Degeler and A. Lazovik. Dynamic Constraint Reasoning in Smart Environments. IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI), 167-174, 2013. Best Student Paper Award.
  • T. A. Nguyen, V. Degeler, R. Contarino, A. Lazovik, D. Bucur, and M. Aiello. Towards Context Consistency in a Rule-Based Activity Recognition Architecture. In Proceedings of the International Symposium on Ubiquitous Intelligence and Autonomic Systems. 2013.
  • I. Georgievski, V. Degeler, G. A. Pagani, T. A. Nguyen, A. Lazovik, and M. Aiello. Optimizing Energy Costs for Offices Connected to the Smart Grid. IEEE Trans. on Smart Grid, 3:2273-2285, 2012
  • V. Degeler and A. Lazovik. Reduced Context Consistency Diagrams for Resolving Inconsistent Data. EAI Endorsed Trans. on Ubiquitous Environments, 12(10-12).
  • F. Nizamic, V. Degeler, R. Groenboom, and A. Lazovik (2012) Policy-Based Scheduling of Cloud Services. Scalable Computing: Practice and Experience, 13(3):187-199.
  • V. Degeler and A. Lazovik. Cost-efficient Context-aware Rule Maintenance. IEEE Int. Conf. on Pervasive Computing and Communications Workshops, 609-613, 2012.
  • V. Degeler, and A. Lazovik. Interpretation of Inconsistencies via Context Consistency Diagrams. In 9th Annual IEEE Int. Conf. on Pervasive Computing and Communications (PerCom'11), pp. 20-27, 2011.
  • I. Georgievski, V. Degeler, G. A. Pagani, T. A. Nguyen, A. Lazovik, and M. Aiello. Optimizing Offices for the Smart Grid. Technical Report JBI preprint 2011-12-01, University of Groningen, Nov 2011.
  • V. Degeler, I. Georgievski, A. Lazovik, and M. Aiello. Concept mapping for faster QoS-Aware Web Service Composition. IEEE Service Oriented Computing and Applications, pp. 1-4, 2010. 1st place in Architectural challenge of Web Services Challenge’10