Victoria Degeler Computer scientist specializing in smart systems creation

I am Victoria Degeler, Associate Professor at the Informatics Institute of the University of Amsterdam, the Netherlands. I am a member of the Intelligent Data Engineering Lab, Complex-Cyber Infrastructures group and the Data Science Centre. My research is focused on representation models, reasoning and decision making for smart environments, activity recognition, digital twins, pervasive systems and context modeling, with particular interest in large-scale critical infrastructures and sustainable applications such as energy and water management.

I’ve got BSc in Applied Mathematics from National Technical University “Kharkiv Polytechnic Institute”, Ukraine; MSc in Intelligent Systems Design from Chalmers University of Technology, Sweden; and PhD in Computer Science from the University of Groningen, the Netherlands. My career, always at the edge of both academia and industry, included academic positions at the National University of Ireland in Galway, Delft University of Technology and the University of Groningen; a research engineer position at Airbus, Newport (UK); and the Head of AI position in Cupenya, Amsterdam. I also contributed to Training in AI for SMEs programs, and act as mentor for startups at Rockstart Startup Accelerator, Amsterdam.

I am the PI of the NWO “DiTEC: Digital Twins for Evolutionary Changes in Water Networks” and a co-PI of NWO DDTClean; with considerable experience coordinating EIT, NWO, and EU Horizon projects, and received several research grants, from funding agencies such as NWO, EIT Manufacturing, EIT Climate, AMS, gained a patent and received best demonstration and best student paper awards. I am the Reproducibility and Associate Editor of IEEE TSC, Editorial Board member of the JAISE, and the creator of the “Digital Twin Engineering” master’s course. Co-organised ICT.OPEN’26, EDTConf’26, DiDiT’24, and ICSOC’25-‘26, IE’27, DEBS’27. Steering board member of SummerSOC, ICT.OPEN’27. I acted as a PC member on a number of conferences, including ECML-PKDD, CIKM, IEEE Big Data, SOCA, ICSOC. I serve regularly as a reviewer and monitor for projects under the Horizon framework, and for several national research funding agencies.

I am also the scientific coordinator on the University of Amsterdam’s side of the MSc Computer Science joint program, and the Specialisation Coordinator of the Big Data Engineering specialisation on this program.

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News

[03.02.26] On February 3rd, Andres Tello defended his PhD thesis titled "Graph Representation Learning in Smart Environments: Sensor Embeddings with Graph Neural Networks". [Thesis link].

[01.12.25] On December 1st, Majid Lotfian Delouee defended his PhD thesis titled "Adapting Event Processing in Dynamic IoT Applications, Meeting Evolving Requirements for Quality, Privacy, and Rule Autonomy". [Announcement link].

[21.12.23] Our DiTEC-WDN dataset is published in Nature's Scientific Data. The Data Descriptor paper is available at 10.1038/s41597-025-06026-0. The dataset can be accessed on Hugging Face.

[12.09.25] Starting October 1st, Taguhi Mesropyan joins our group as a PhD student. Welcome!

[01.09.25] The new course Digital Twin Engineering starts today for MSc students in Computer Science!

[25.06.25] I am giving an invited talk on Graphs for State Recognition and Reasoning in Smart Environments as a part of the ELLIS Stuttgart Distinguished Lecture Series.

[21.06.25] I am giving a tutorial lecture on Engineering Digital Twins of Critical Infrastructures on SummerSOC 2025.

[14.05.25] Our position paper "Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum" is now avaiable in the IEEE Internet Computing journal. Check it out!

[14.05.25] "Contrasting Global and Local Representations for Human Activity Recognition using Graph Neural Networks" is now published in the Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing (SAC).

[12.09.24] Starting November 11th 2024, Imane El Ghabi joins our group as a PhD student. Welcome!

[03.06.24] I am co-organizing the 1st Distributed Digital Twins (DiDiT) workshop, which will happen on June 17th in Groningen. The full program is now available.

[15.05.24] We have a new PhD position opening under my supervision: "PhD on Event-based Communication Algorithms for Knowledge Transfer with Distributed Digital Twins".

[21.12.23] Our systematic review of the usage of ontologies in digital twins is now available online in Future Generation Computer Systems. Check it out: doi:10.1016/j.future.2023.12.013.

[30.11.23] Our consortium of 7 research and industrial partners, has been awarded a grant for the project "Intelligent Wastewater Treatment: Distributed Digital Twin for Clean Water (DDTclean)". One PhD position for the Informatics Institute is funded by this project. Read the news on the NWO's website.