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. Shukla, A. K., Terziyan, V., Tiihonen, T. (2024). AI as a user of AI: Towards responsible autonomy. Heliyon, 10 (11), e31397. https://doi.org/10.1016/j.heliyon.2024.e31397 
  2. Terziyan, V., Tiihonen, T. (2024). Using Cloning-GAN Architecture to Unlock the Secrets of Smart Manufacturing: Replication of Cognitive Models. Procedia Computer Science, 232, 890–902. https://doi.org/10.1016/j.procs.2024.01.089 
  3. Terziyan, V., Bilokon, B., Gavriushenko, M. (2024). Deep Homeomorphic Data Encryption for Privacy Preserving Machine Learning. Procedia Computer Science, 232, 2201–2212. https://doi.org/10.1016/j.procs.2024.02.039 
  4. Terziyan, V., Kaikova, O., Golovianko, M., Vitko, O. (2024). Can ChatGPT Challenge the Scientific Impact of Published Research, Particularly in the Context of Industry 4.0 and Smart Manufacturing? Procedia Computer Science, 232, 2540–2550. https://doi.org/10.1016/j.procs.2024.02.072 
  5. Terziyan, V., Vitko, O. (2023). Causality-Aware Convolutional Neural Networks for Advanced Image Classification and Generation. Procedia Computer Science, 217, 495–506. https://doi.org/10.1016/j.procs.2022.12.245 

  6. 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

  7. 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 

  8. 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 

  9. 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

  10. 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

  11. 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

  12. 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 

  13. 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 

  14. 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 

  15. 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 

  16. 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 

  17. 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 

  18. 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