Ekaterina Gilman

Ekaterina Gilman

D.Sc. (Tech)

Postdoctoral researcher


Ekaterina Gilman, D.Sc. (Tech.), is a postdoctoral researcher supported by the Academy of Finland at the Center for Ubiquitous Computing. Her research interests include data analytics, context modeling and reasoning, and machine learning in ubiquitous computing, IoT, and data-intensive systems.  She has also worked as a visiting researcher in Northern Finland Biobank Borealis and Centre for Health and Technology, Oulu, Finland. She has been involved as PI and researcher in several research projects funded by European Regional Development Fund, Business Finland, Academy of Finland, EU Horizon 2020 research and innovation programme. Ekaterina Gilman actively participates in the research community as a reviewer for international journals, organizer and program committee member of scientific workshops and conferences. She has over 30 publications in international journals and conferences.

Research interests

  • ubiquitous computing
  • context modelling and reasoning
  • data analytics and machine learning in IoT and data-intensive systems

Selected publications

  • Gilman, Ekaterina; Tamminen, Satu; Keskinarkaus, Anja; Anagnostopoulos, Theodoros; Su, Xiang; Pirttikangas, Susanna; Riekki, Jukka (2020) Fuel consumption analysis of driven trips with respect to route choice. (Artikkeli tieteellisessä konferenssijulkaisussa). - IEEE 36th International Conference on Data Engineering Workshops (ICDEW), 20-24 April 2020, Dallas, TX, USA. IEEE International Conference on Data Engineering Workshops. 40-47. [Original]
  • Mehmood, Hassan; Gilman, Ekaterina; Cortes, Marta; Kostakos, Panos; Byrne, Andrew; Valta, Katerina; Tekes, Stavros; Riekki, Jukka (2019) Implementing big data lake for heterogeneous data sources. (Artikkeli tieteellisessä konferenssijulkaisussa). - IEEE 35th International Conference on Data Engineering Workshops (ICDEW). IEEE International Conference on Data Engineering Workshops. 37-44. [Original] [Self-archived]
  • Lauri Lóven, Minna Pakanen, Ekaterina Gilman, Susanna Pirttikangas (2018) Wellbeing in Smart Environments: Definition, Measurement, Prediction and Control. (Artikkeli tieteellisessä konferenssijulkaisussa). - UbiComp/ISWC'18 Adjunct. ACM. Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers. New York, NY, USA. 693-697
  • Gilman, Ekaterina; Georgiev, Georgi V.; Tikka, Piiastiina; Pirttikangas, Susanna; Riekki, Jukka (2018) How to support fuel-efficient driving?. - Iet intelligent transport systems 12 (7), 631-641 . [Original]
  • Gilman, Ekaterina; Keskinarkaus, Anja; Tamminen, Satu; Pirttikangas, Susanna; Röning, Juha; Riekki, Jukka (2015) Personalised assistance for fuel-efficient driving. - Transportation research part c-emerging technologies 58 (Part D), 681-705 . [Original]
  • Gilman, Ekaterina; Milara, Ivan Sanchez; Cortes, Marta; Riekki, Jukka (2015) Towards User Support in Ubiquitous Learning Systems. - Ieee transactions on learning technologies 8 (1), 55-68
  • Davidyuk, Oleg; Sanchez Milara, Ivan; Gilman, Ekaterina; Riekki, Jukka (2015) An Overview of Interactive Application Composition Approaches. - Open Computer Science 5 (1), 79-95 . [Original]
  • Gilman, Ekaterina; Davidyuk, Oleg; Su, Xiang; Riekki, Jukka (2013) Towards interactive smart spaces. - Journal of Ambient Intelligence and Smart Environments 5 (1), 5-22
  • Gilman, Ekaterina; Su, Xiang; Davidyuk, Oleg; Zhou, Jiehan; Riekki, Jukka (2011) Perception framework for supporting development of context-aware web services. - International Journal of Pervasive Computing and Communications 7 (4), 339 - 364