UCM
Research/art/teacher profile of a person
Name and surname:
 RNDr. Martin Kubovčík
Email:
 kubovcik1@ucm.sk
Homepage:
 http:\\
Fakulta/Univerzita:
FPV UCM - Faculty of Natural Sciences
Pracovisko:
UPTI - Ústav počítačových technológií a informatiky

I. - Basic information

I.1 - Surname
Kubovčík
I.2 - Name
Martin
I.3 - Degrees
RNDr.
I.4 - Year of birth
16.2.1999
I.5 - Name of the workplace
Institute of Computer Technologies and Informatics, Faculty of Natural Sciences, University of Ss. Cyril and Methodius in Trnava
I.6 - Address of the workplace
Nám. J. Herdu 2, 917 01 Trnava
I.7 - Position
assistant professor
I.8 - E-mail address
martin.kubovcik@ucm.sk
I.9 - Hyperlink to the entry of a person in the Register of university staff
https://www.portalvs.sk/regzam/detail/38612
I.10 - Name of the study field in which a person works at the university
computer science
I.11 - ORCID iD
0000-0002-3140-9808

II. - Higher education and further qualification growth

II.1 - First degree of higher education
II.a - Name of the university or institution
Faculty of Natural Sciences, University of St. Cyril and Methodius in Trnava
II.b - Year
2021
II.c - Study field and programme
computer science, applied informatics
II.2 - Second degree of higher education
II.a - Name of the university or institution
Faculty of Natural Sciences, University of St. Cyril and Methodius in Trnava
II.b - Year
2023
II.c - Study field and programme
computer science, applied informatics
II.3 - Third degree of higher education
II.4 - Associate professor
II.5 - Professor
II.6 - Doctor of Science (DrSc.)

III. - Current and previous employment

III.a - Occupation-position III.b - Institution III.c - Duration
assistant professor Institute of Computer Technologies and Informatics, Faculty of Natural Sciences, University of St. Cyril and Methodius in Trnava 2023-present

IV. - Development of pedagogical, professional, language, digital and other skills

IV.a - Activity description, course name, other IV.b - Name of the institution IV.c - Year
Paragraph 22 an independent electrician Institute for the professional qualification of persons 2023

V. - Overview of activities within the teaching career at the university

V.1 - Overview of the profile courses taught in the current academic year according to study programmes
V.2 - Overview of the responsibility for the delivery, development and quality assurance of the study programme or its part at the university in the current academic year
V.3 - Overview of the responsibility for the development and quality of the field of habilitation procedure and inaugural procedure in the current academic year
V.4 - Overview of supervised final theses
V.4.1 - Number of currently supervised theses
V.4.a - Bachelor's (first degree)
V.4.b - Diploma (second degree)
V.4.c - Dissertation (third degree)
V.4.2 - Number of defended theses
V.4.a - Bachelor's (first degree)
V.4.b - Diploma (second degree)
V.4.c - Dissertation (third degree)
V.5 - Overview of other courses taught in the current academic year according to study programmes
V.5.a - Name of the course V.5.b - Study programme V.5.c - Degree V.5.d - Field of study
programming II applied informatics I. computer science
algorithms and data structures II applied informatics I. computer science
database systems applied informatics I. computer science
electronics applied informatics I. computer science

VI. - Overview of the research/artistic/other outputs

VI.1 - Overview of the research/artistic/other outputs and the corresponding citations
VI.1.1 - Number of the research/artistic/other outputs
VI.1.a - Overall
7
VI.1.b - Over the last six years
7
VI.1.2 - Number of the research/artistic/other outputs registered in the Web of Science or Scopus databases
VI.1.a - Overall
4
VI.1.b - Over the last six years
4
VI.1.3 - Number of citations corresponding to the research/artistic/other outputs
VI.1.a - Overall
186
VI.1.b - Over the last six years
186
VI.1.4 - Number of citations registered in the Web of Science or Scopus databases
VI.1.a - Overall
102
VI.1.b - Over the last six years
102
VI.1.5 - Number of invited lectures at the international, national level
VI.1.a - Overall
1
VI.1.b - Over the last six years
1
VI.2 - The most significant research/artistic/other outputs

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Wearable sensor-based human activity recognition with transformer model. Sensors, 2022, 22.5: 1911.

POSPÍCHAL, Jiří; KUBOVČÍK, Martin; DIRGOVÁ LUPTÁKOVÁ, Iveta. Solar irradiance forecasting with transformer model. Applied Sciences, 2022, 12.17: 8852.

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Playing Flappy Bird Based on Motion Recognition Using a Transformer Model and LIDAR Sensor. Sensors, 2024, 24.6: 1905.

KUBOVČÍK, Martin; DIRGOVÁ LUPTÁKOVÁ, Iveta; POSPÍCHAL, Jiří. Signal Novelty Detection as an Intrinsic Reward for Robotics. Sensors, 2023, 23.8: 3985.

AI-enhanced game simulation for electrical engineering education [electronic] / Iveta Dirgová Luptáková, Martin Kubovčík, Jiří Pospíchal, Lukáš Žido, 2024. - Kategória do roku 2021 AFD. In:  ICETA 2024 : 22nd Year of International Conference on Emerging eLearning Technologies and Applications : Proceedings : 22nd Year of International Conference on Emerging eLearning Technologies and Applications : Proceedings / [bez zostavovateľa]. - 1. vyd. - Danvers : Institute of Electrical and Electronics Engineers, 2024. - ISBN 979-8-3315-2770-9, s. 413-418 [online].

KUBOVČÍK, Martin and POSPÍCHAL, Jiří. RL-Toolkit: Design and implementation of a toolkit for reinforcement learning in robotics. Študentská vedecká konferencia 2023: zborník recenzovaných príspevkov, pp. 237-242. Banská Bystrica, Slovakia: Matej Bel University, 2023. ISBN 978-80-558-2024-8.

VI.3 - The most significant research/artistic/other outputs over the last six years

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Wearable sensor-based human activity recognition with transformer model. Sensors, 2022, 22.5: 1911.

POSPÍCHAL, Jiří; KUBOVČÍK, Martin; DIRGOVÁ LUPTÁKOVÁ, Iveta. Solar irradiance forecasting with transformer model. Applied Sciences, 2022, 12.17: 8852.

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Playing Flappy Bird Based on Motion Recognition Using a Transformer Model and LIDAR Sensor. Sensors, 2024, 24.6: 1905.

KUBOVČÍK, Martin; DIRGOVÁ LUPTÁKOVÁ, Iveta; POSPÍCHAL, Jiří. Signal Novelty Detection as an Intrinsic Reward for Robotics. Sensors, 2023, 23.8: 3985.

AI-enhanced game simulation for electrical engineering education [electronic] / Iveta Dirgová Luptáková, Martin Kubovčík, Jiří Pospíchal, Lukáš Žido, 2024. - Kategória do roku 2021 AFD. In:  ICETA 2024 : 22nd Year of International Conference on Emerging eLearning Technologies and Applications : Proceedings : 22nd Year of International Conference on Emerging eLearning Technologies and Applications : Proceedings / [bez zostavovateľa]. - 1. vyd. - Danvers : Institute of Electrical and Electronics Engineers, 2024. - ISBN 979-8-3315-2770-9, s. 413-418 [online].

VI.4 - The most significant citations corresponding to the research/artistic/other outputs

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Wearable sensor-based human activity recognition with transformer model. Sensors, 2022, 22.5: 1911. citované v: ALHARBI, Fadi; VAKANSKI, Aleksandar. Machine learning methods for cancer classification using gene expression data: A review. Bioengineering, 2023, 10.2: 173.

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Wearable sensor-based human activity recognition with transformer model. Sensors, 2022, 22.5: 1911. citované v: ESSA, Ehab; ABDELMAKSOUD, Islam R. Temporal-channel convolution with self-attention network for human activity recognition using wearable sensors. Knowledge-Based Systems, 2023, 278: 110867.

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Wearable sensor-based human activity recognition with transformer model. Sensors, 2022, 22.5: 1911. citované v: LUWE, Yee Jia; LEE, Chin Poo; LIM, Kian Ming. Wearable sensor-based human activity recognition with hybrid deep learning model. In: Informatics. MDPI, 2022. p. 56.

DIRGOVÁ LUPTÁKOVÁ, Iveta; KUBOVČÍK, Martin; POSPÍCHAL, Jiří. Wearable sensor-based human activity recognition with transformer model. Sensors, 2022, 22.5: 1911. citované v: EK, Sannara; PORTET, François; LALANDA, Philippe. Lightweight transformers for human activity recognition on mobile devices. arXiv preprint arXiv:2209.11750, 2022.

POSPÍCHAL, Jiří; KUBOVČÍK, Martin; DIRGOVÁ LUPTÁKOVÁ, Iveta. Solar irradiance forecasting with transformer model. Applied Sciences, 2022, 12.17: 8852. citované v: GAO, Yuan, et al. Spatio-temporal interpretable neural network for solar irradiation prediction using transformer. Energy and Buildings, 2023, 297: 113461.

VI.5 - Participation in conducting (leading) the most important research projects or art projects over the last six years

Erasmus+ Cooperation Partnerships (KA220-HED): 2022-1-PL01-KA220-HED-000088359, FAAI: The Future is in Applied Artificial Intelligence, 2022 - 2024

principle investigator - FPPV-01-2024 - University of Ss. Cyril and Methodius in Trnava Institutional Project - Plant Classification using Artificial Intelligence, 2024

principle investigator - FPPV-48-2025 - University of Ss. Cyril and Methodius in Trnava Institutional Project - Analysis and evaluation of SQL tests using generative artificial intelligence models, 2025

VII. - Overview of organizational experience related to higher education and research/artistic/other activities

VIII. - Overview of international mobilities and visits oriented on education and research/artistic/other activities in the given field of study

VIII.a - Name of the institution VIII.b - Address of the institution VIII.c - Duration (indicate the duration of stay) VIII.d - Mobility scheme, employment contract, other (describe)
Faculty of Philosophy and Science, Silesian University in Opava Opava, Czech republic 11.9.2023 - 15.9.2023 Erasmus+

IX. - Other relevant facts

IX.a - If relevant, other activities related to higher education or research/artistic/other activities are mentioned

- 2019-present: Active contributor to open source communities on the GitHub portal

Date of last update
2025-02-06