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Member of the Pervasive Systems group of the Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS) of the University of Twente, lecturing at the Creative Technologies BSc programme of the university. Research focusing onĀ multi-modal contextual deep learning, bringing together field and remote sensing for scaling up environmental observation.
Organisations Latest research focusing onĀ multi-modal contextual deep learning, bringing together field and remote sensing for scaling up environmental observation. Research expertise in Data Visualizations, Internet and Web of Things, with applications in various smart-* environments (houses, buildings, cities and agriculture). A growing experience in geo-vision, i.e. remote sensing, GIS and computer vision (mostly via deep learning).
Orcid: https://orcid.org/0000-0002-8484-4256
Publications Jump to: 2025 | 2024
Gaea: Experiences and Lessons Learned from a Country-Scale Environmental Digital Twin (2025) [Working paper › Preprint]. ArXiv.org. Kamilaris, A. , Padubidri, C., Jamil, A., Amin, A., Kalita, I., Harti, J., Karatsiolis, S. & Guley, A. https://doi.org/10.48550/arXiv.2511.13807 Data-driven strategic sensor placement for detecting disinfection by-products in water distribution networks (2025) [Working paper › Preprint]. ArXiv.org. Magklis, A. & Kamilaris, A. https://doi.org/10.48550/arXiv.2511.11775 FrogDeepSDM: Improving Frog Counting and Occurrence Prediction Using Multimodal Data and Pseudo-Absence Imputation (2025) [Working paper › Preprint]. ArXiv.org. Padubidri, C., Velmurugan, P., Lanitis, A. & Kamilaris, A. https://doi.org/10.48550/arXiv.2510.19305 Poultry Farm Intelligence: An Integrated Multi-Sensor AI Platform for Enhanced Welfare and Productivity (2025) [Working paper › Preprint]. ArXiv.org. Panagi, P., Karatsiolis, S., Mosphilis, K., Hadjisavvas, N., Kamilaris, A. , Nicolaou, N., Stavrakis, E. & Vassiliades, V. https://doi.org/10.48550/arXiv.2510.15757 The Meliferea chatbot: Harnessing large language models to interact with geoanalytical services using natural human language (2025) In 2025 21st International Conference on Intelligent Environments, IE 2025 (International Conference on Intelligent Environments, IE ; Vol. 2025). IEEE. Embrechts, V. & Kamilaris, A. https://doi.org/10.1109/IE64880.2025.11130073 Domain Adaptation via Feature Refinement (2025) [Working paper › Preprint]. ArXiv.org. Karatsiolis, S. & Kamilaris, A. https://doi.org/10.48550/arXiv.2508.16124 Strategic Sensor Placement for the Identification of Disinfection Byproducts from Chlorinated Drinking Water: Case Study in the Water Distribution Network of Coimbra, Portugal (2025) In Advances and New Trends in Environmental Informatics: ransboundary Environmental Challenges: Digital Inclusion for Sustainable DevelopmentāEnviroInfo 2024 Conference proceedings (pp. 295-311) (Progress in IS; Vol. Part F578). Springer. Magklis, A. & Kamilaris, A. https://doi.org/10.1007/978-3-031-85284-8_17 Using Image-based AI for insect monitoring and conservation - InsectAI COST Action (2025) Research Ideas and Outcomes, 11 . Article e134825. August, T., Balzan, M., Bodesheim, P., Brehm, G., Cantú-Salazar, L., Castro, S., Chipperfield, J., Ghisbain, G., Gomez-Segura, A., Goulnik, J., Groom, Q., Hogeweg, L., Huijbers, C., Kamilaris, A. , Kazlauskis, K., Koch, W., Korsch, D., Loureiro, J., Martin, Y., ā¦ Høye, T. T.https://doi.org/10.3897/rio.10.e134825 A Weakly Supervised Multimodal Deep Learning Approach for Large-Scale Tree Classification: A Case Study in Cyprus (2024) Remote sensing, 16 (23). Article 4611. Amin, A., Kamilaris, A. & Karatsiolis, S.https://doi.org/10.3390/rs16234611 TaxaNet: Harnessing a Hierarchical Loss Function for Insect Classification Using Deep Learning (2024) In Workshop on Camera Traps, AI, and Ecology 2024 (pp. 46-56) (CEUR workshop proceedings; Vol. 3786). CEUR. Padubidri, C., Visserman, H., Lanitis, A. & Kamilaris, A. The Be-Hive ProjectāCounting Bee Traffic Based on Deep Learning and Pose Estimation (2024) In Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference IntelliSys Volume 2 (pp. 531-545) (Lecture Notes in Networks and Systems; Vol. 823 LNNS). Springer. Padubidri, C., Kamilaris, A. , Charalambous, A., Lanitis, A. & Constantinides, M. https://doi.org/10.1007/978-3-031-47724-9_35 Assessing the Health Impact of Disinfection Byproducts in Drinking Water (2024) ACS ES&T Water, 4 (4), 1564-1578. Article 3c00664. Kalita, I., Kamilaris, A. , Havinga, P. J. M. & Reva, I.https://doi.org/10.1021/acsestwater.3c00664 EuropaBON EBV workflow templates (2024) [Dataset Types › Dataset]. Zenodo. Lumbierres, M., Huybrechts, P., Pereira, H. M., Brotons, L., Souza, A. T., Buttigieg, P. L., Rasmussen, J. J., Pit, I. R., Jankauskaite, G., Müllerová, J., Kopatz, A., Lever, J. J., Anderle, M., Santana, J., Enrica, N., Sousa, R., Zhang, J., Floccia, F., Díaz-Delgado, R., ā¦ Solé-Medina, A. https://doi.org/10.5281/zenodo.10680435 GAEA: A Country-Scale Geospatial Environmental Modelling Tool: Towards a Digital Twin for Real Estate (2024) In Advances and New Trends in Environmental Informatics 2023: Sustainable Digital Society (pp. 177–199) (Progress in IS). Springer. Jamil, A., Padubidri, C., Karatsiolis, S., Kalita, I., Guley, A. & Kamilaris, A. https://doi.org/10.1007/978-3-031-46902-2_10 Scalable Retrieval of Similar Landscapes in Optical Satellite Imagery Using Unsupervised Representation Learning (2024) Remote sensing, 16 (1). Article 142. Karatsiolis, S., Padubidri, C. & Kamilaris, A. https://doi.org/10.3390/rs16010142 Research profiles Received the University Teaching Qualfication (UTQ), issued by the University of Twente
Affiliated study programs Courses academic year 2025/2026 Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses academic year 2024/2025 
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