Tetyana Petrenko

Position: Associate Professor

Science degree, academic title: Ph.D., Docent

Year of birth: 1955

Education:

In 1978 graduated from Donetsk State University, specialty «Economic cybernetics».

Ph.D. since 2000. She defended her dissertation on the specialty 05.13.03 – control systems and processes. Dissertation topic: “Situational real-time control systems based on multilevel models of knowledge representation”.

Scientific activity direction:

Type-2 fuzzy systems in Industrial Internet of Things (IIoT).

Author:

80 publications, among them, scientific – 64 (including 10 in journals that are included in international science-metric databases), educational and methodological – 18 (including 1 schoolbook).

Awards and diplomas:

Featured publications:

1. Anatolii Kargin, Tetyana Petrenko. Knowledge Distillation for Autonomous Intelligent Unmanned System. In: Witold Pedrycz, Shyi-Ming Chen. Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems. Studies in Computational Intelligence, vol. 1100. Springer International Publishing, 2023, Pages 101-159.
2. Kargin A., Petrenko T. Spatio-Temporal Data Interpretation Based on Perceptional Model. In: Mashtalir V., Ruban I., Levashenko V. (eds) Advances in Spatio-Temporal Segmentation of Visual Data. Studies in Computational Intelligence, vol 876. Springer, Cham, 2020, Pages 101-159.
3. Anatolii Kargin, Tetyana Petrenko. Feeling Artificial Intelligence for AI-Enabled Autonomous Systems. Conference Proceedings of 2022 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT) Alamein New City, Egypt, 18-21 December 2022, P.88-93.
4. Kargin А., Petrenko T. Fuzzy Classification of the Flow of Events for Decision-Making in Smart Systems. In: Ben Ahmed M., Boudhir A.A., Karaș İ.R., Jain V., Mellouli S. (eds) Innovations in Smart Cities Applications Volume 5. SCA 2021. Lecture Notes in Networks and Systems, vol 393. Springer, Cham. pp.103-113.
5. Anatolii Kargin, Tetyana Petrenko. Method of Using Data from Intelligent Machine Short-Term Memory in Fuzzy Logic System. Conference Proceedings of 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), New Orleans, Louisiana, USA, 20-24 June 2021, P. 842-847.
6. Anatolii Kargin, Tetyana Petrenko. Internet of Things Smart Rules Engine. Conference Proceedings of 2018 IEEE International Scientific-Practical Conference on Problems of Infocommunications. Science and Technology PIC &T`2018 Kharkiv, Ukraine, October 9-12, 2018, P. 639-644. (Scopus; WoS).
7. Anatolii Kargin, Tetyana Petrenko. Planning and Control Method Based on Fuzzy Logic for Intelligent Machine. In: Natalia Sharonova, (Eds.): Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference Lviv, Ukraine, April 22-23, 2021, CEUR Workshop Proceedings. Vol-2870, pp 1716-1730. Online: http://ceur-ws.org/Vol-2870/paper124.pdf.
8. Anatolii Kargin, Tetyana Petrenko. Fuzzy Inference Сonsidering Data Aging in Smart Rules Engine. Conference Proceedings of 2020 IEEE International Scientific-Practical Conference on Problems of Infocommunications. Science and Technology PIC S&T`2020 Kharkiv, Ukraine, October 6-9, 2020, P. 128-135.
9. Anatolii Kargin, Tetyana Petrenko. Multi-level Computing With Words Model to Autonomous Systems Control. In: Algirdas Pakštas, Tetiana Hovorushchenko, Vladimir Vychuzhanin, Hang Yin, Nickolay Rudnichenko. (Eds.): The 9th International Scientific and Practical Conference “Information Control Systems & Technologies” (ICST-2020). Odessa, Ukraine, September 24–26, 2020, CEUR Workshop Proceedings. Vol-2711, pp 16-30. Online: http://ceur-ws.org/Vol-2711/.
10. Tetyana Petrenko, Oleg Tymchuk. Adaptive Behavior Control Model of Non Player Character. 2013 UKSim 15th International Conference on Computer Modelling and Simulation. Cambridge, UK, 10-12 April 2013, IEEE, pp. 39-44.