Vagan Terziyan

University of Jyvaskyla, Finland
Professor
Department of Mathematical Information Technology 

Scopus profile: link
Researcher ID: C-4899-2018
GoogleScholar profile: link
ID ORCID: https://orcid.org/0000-0001-7732-2962

Selected Publications:

  1. Terziyan, V., Malyk, D., Golovianko, M., Branytskyi, V. (2022). Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means. Neural Networks, 155, 177–203. doi: https://doi.org/10.1016/j.neunet.2022.08.017

  2. Golovianko, M., Gryshko, S., Terziyan, V., Tuunanen, T. (2022). Responsible cognitive digital clones as decision-makers: A design science research study. European Journal of Information Systems, 1–23. doi: https://doi.org/10.1080/0960085x.2022.2073278 

  3. Terziyan, V., Vitko, O. (2022). Explainable AI for Industry 4.0: Semantic Representation of Deep Learning Models. Procedia Computer Science, 200, 216–226. doi: https://doi.org/10.1016/j.procs.2022.01.220 

  4. Gavriushenko, M., Kaikova, O., Terziyan, V. (2020). Bridging human and machine learning for the needs of collective intelligence development. Procedia Manufacturing, 42, 302–306. doi: https://doi.org/10.1016/j.promfg.2020.02.092

  5. Terziyan, V., Gryshko, S., Golovianko, M. (2018). Patented intelligence: Cloning human decision models for Industry 4.0. Journal of Manufacturing Systems, 48, 204–217. doi: https://doi.org/10.1016/j.jmsy.2018.04.019

  6. Golovianko, M., Gryshko, S., Terziyan, V. (2018). From Deep Learning to Deep University: Cognitive Development of Intelligent Systems. Lecture Notes in Computer Science, 80–85. doi: https://doi.org/10.1007/978-3-319-74497-1_8

  7. Cochez, M., Periaux, J., Terziyan, V., Tuovinen, T. (2018). Agile Deep Learning UAVs Operating in Smart Spaces: Collective Intelligence Versus “Mission-Impossible.” Computational Methods in Applied Sciences, 31–53. doi: https://doi.org/10.1007/978-3-319-54490-8_3 

  8. Terziyan, V. (2017). Social Distance metric: from coordinates to neighborhoods. International Journal of Geographical Information Science, 31 (12), 2401–2426. doi: https://doi.org/10.1080/13658816.2017.1367796 

  9. Terziyan, V., Golovianko, M., Cochez, M. (2017). TB-Structure: Collective Intelligence for Exploratory Keyword Search. Lecture Notes in Computer Science, 171–178. doi: https://doi.org/10.1007/978-3-319-53640-8_15 

  10. Terziyan, V., Kaikova, O. (2016). Ontology for temporal reasoning based on extended Allen's interval algebra. International Journal of Metadata, Semantics and Ontologies, 11 (2), 93. doi: https://doi.org/10.1504/ijmso.2016.080348 

  11. Terziyan, V., Kaikova, O. (2015). The “magic square”: A roadmap towards emotional business intelligence. Journal of Decision Systems, 24 (3), 255–272. doi: https://doi.org/10.1080/12460125.2015.969592 

  12. Cochez, M., Terziyan, V., Ermolayev, V. (2015). Balanced Large Scale Knowledge Matching Using LSH Forest. Lecture Notes in Computer Science, 36–50. doi: https://doi.org/10.1007/978-3-319-27932-9_4 

  13. Terziyan, V., Golovianko, M., Shevchenko, O. (2015). Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System. Information Technology for Development, 21 (3), 381–402. doi: https://doi.org/10.1080/02681102.2014.899955