UCM
Research/art/teacher profile of a person
Name and surname:
 doc. RNDr. Iveta Dirgová Luptáková, PhD.
Email:
 iveta.dirgova.luptakova@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
Dirgová Luptáková
I.2 - Name
Iveta
I.3 - Degrees
Assoc. prof. RNDr. PhD.
I.4 - Year of birth
1977
I.5 - Name of the workplace
Department of Computer Technologies and Informatics FNS UCM in Trnava
I.6 - Address of the workplace
J. Herdu 2, Trnava 91701
I.7 - Position
Dean, professor
I.8 - E-mail address
iveta.dirgova@ucm.sk
I.9 - Hyperlink to the entry of a person in the Register of university staff
https://www.portalvs.sk/regzam/detail/18294
I.10 - Name of the study field in which a person works at the university
18 Informatics
I.11 - ORCID iD
https://orcid.org/0000-0002-8234-9040

II. - Higher education and further qualification growth

II.1 - First degree of higher education
II.2 - Second degree of higher education
II.a - Name of the university or institution
Faculty of Mathematics, Physics and Informatics, Commenius University in Bratislava
II.b - Year
2001
II.c - Study field and programme
teaching education subjects: mathematics - physics
II.3 - Third degree of higher education
II.a - Name of the university or institution
Faculty of Economic Informatics of the EU in Bratislava
II.b - Year
2005
II.c - Study field and programme
Statistics
II.4 - Associate professor
II.a - Name of the university or institution
Faculty of Economics and Administration, University of Pardubice
II.b - Year
2019
II.c - Study field and programme
systems engineering and informatics
II.5 - Professor
II.6 - Doctor of Science (DrSc.)

III. - Current and previous employment

III.a - Occupation-position III.b - Institution III.c - Duration
dean, professor Department of Computer Technologies and Informatics FPV UCM in Trnava 2012-present
business analyst ČSOB poisťovňa, a.s. 2007-2012
insurance engineer Wuestenrot poisťovňa, a.s. 2006-2007
assistant professor Department of Mathematics, Faculty of Economic Informatics, UE in Bratislava 2001-2006

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
UML Certificate IT ACADEMY, Bratislava 2014
Internal auditor ISO 9001, 14001 OHSAS 18001 Industrial Academy, Žilina 2017

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.1.a - Name of the profile course V.1.b - Study programme V.1.c - Degree V.1.d - Field of study
mathematical foundations of computer science Applied Informatics I. Informatics
electrical engineering and electronics Applied Informatics I. Informatics
team project Applied Informatics II. Informatics
Modelling of complex systems and multi-agent simulations Applied Informatics II. Informatics
complex nets Applied Informatics III. Informatics
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)
3
V.4.b - Diploma (second degree)
0
V.4.c - Dissertation (third degree)
2
V.4.2 - Number of defended theses
V.4.a - Bachelor's (first degree)
15
V.4.b - Diploma (second degree)
4
V.4.c - Dissertation (third degree)
2
V.5 - Overview of other courses taught in the current academic year according to study programmes

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
27
VI.1.b - Over the last six years
13
VI.1.2 - Number of the research/artistic/other outputs registered in the Web of Science or Scopus databases
VI.1.a - Overall
15
VI.1.b - Over the last six years
15
VI.1.3 - Number of citations corresponding to the research/artistic/other outputs
VI.1.a - Overall
201
VI.1.b - Over the last six years
180
VI.1.4 - Number of citations registered in the Web of Science or Scopus databases
VI.1.a - Overall
201
VI.1.b - Over the last six years
180
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, I., Šimon, M., Huraj, L., and Pospíchal, J.: Neural Gas Clustering Adapted for Given Size of Clusters. Mathematical Problems in Engineering, vol. 2016, Article ID 9324793, 7 pages, 2016. doi:10.1155/2016/9324793 (CC, IF 0,802)

Dirgová Luptáková, I., Kubovčík, M., & Pospíchal, J. (2022). Wearable sensor-based human activity recognition with transformer model. Sensors, 22(5), 1911.

Kubovčík, Martin, Iveta Dirgová Luptáková, and Jiří Pospíchal. "Signal Novelty Detection as an Intrinsic Reward for Robotics." Sensors 23.8 (2023): 3985.

Šimon, M., Dirgová Luptáková, I., Huraj, L., Hosťovecký, M. and Pospíchal, J.: Combined Heuristic Attack Strategy on Complex Networks. Mathematical Problems in Engineering, vol. 2017, Article ID 6108563, 9 pages, 2017. doi.org/10.1155/2017/6108563 (CC, IF 0.802)

Šimon, M., Dirgová Luptáková, I., Huraj, L., and Pospíchal, J.: Multi-hub location heuristic for alert routing. IEEE Access, Volume 7, 2019, pp. 40369-40379. (CC, IF 3.557)

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

Dirgová Luptáková, I.; Kubovčík, M.; Pospíchal, J. Wearable Sensor-Based Human Activity Recognition with Transformer Model. Sensors 2022, 22, 1911. https://doi.org/10.3390/s22051911 (IF 3,576) 

I. Kostadinova, G. Dimitrov, V. Martsenyuk, D. Rancic, Iveta Dirgová Luptáková, I. Jovancevic, I. Trenchev, S. Toleva-Stoimenova, P. Petrov, 2023. Research and Analysis of Different Real Cases, with use AAI Dostupnosť: SCOPUS (ID: 2-s2.0-85179627519). DOI DOI 10.1109/TELSIKS57806.2023.10316177. In: 2023 International Conference on Advanced Technologies, Systems and Services in Telecommunications / Nebojša S. Dončov, Zoran Ž. Stanković, Biljana Stošić. - 1. vyd. - Niš : Institute of Electrical and Electronics Engineers, 2023. - ISBN 979-8-3503-4701-2, s. 291-298.

Martin Kubovčík, Iveta Dirgová Luptáková, Jiří Pospíchal, 2024. - Playing Flappy Bird Based on Motion Recognition Using a Transformer Model and LIDAR Sensor .Current Content Connect (ID: 000979282800001) ; SCOPUS (ID: 2-s2.0-85153953044) ; Web of Science Core Collection (ID: 000979282800001). DOI 10.3390/s24061905. In: Sensors. - ISSN 1424-8220, Roč. 24, č. 6 (2024), [online, print].

Martin Kubovčík, Iveta Dirgová Luptáková, Jiří Pospíchal, 2023. - Signal Novelty Detection as an Intrinsic Reward for Robotics. Current Content Connect (ID: 000979282800001) ; SCOPUS (ID: 2-s2.0-85153953044) ; Web of Science Core Collection (ID: 000979282800001). DOI DOI 10.3390/s23083985. In: Sensors. - ISSN 1424-3210, Roč. 23, č. 8 (2023), s. [1-19] [online, print].


Designing a Competency-Focused Course on Applied AI Based on Advanced System Research on Business Requirements [electronic] / Vasyl Martsenyuk, Georgi Dimitrov, Dejan Rancic, Iveta Dirgová Luptáková, Igor Jovancevic, Marcin Bernas, Alexandra Klos-Witkowska, Tomasz Gancarczyk, Iva Kostadinova, Elizabet Mihaylova, Dragan Stojanovic, Marko Milojkovic, Jiří Pospíchal, Aleksandr Plamenac, 2024. - Kategória do roku 2021 ADC. DOI DOI 10.3390/app14104107.

In: Applied sciences. - ISSN 2076-3417 (online), Roč. 14, č. 10 (2024), s. 1-36 [online].

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

Dirgová Luptáková, I.; Kubovčík, M.; Pospíchal, J. Wearable Sensor-Based Human Activity Recognition with Transformer Model. Sensors 2022, 22, 1911. https://doi.org/10.3390/s22051911 (IF 3,576)

Citations:

  • DynaLAP: Human Activity Recognition in Fixed Protocols via Semi-Supervised Variational Recurrent Neural Networks With Dynamic PriorsAn, S; Gazi, AH and Inan, OT Sep 15 2022 | IEEE SENSORS JOURNAL  22 (18) , pp.17963-17976
  • 2. Lifelong Adaptive Machine Learning for Sensor-Based Human Activity Recognition Using Prototypical Networks. Adaimi, R and Thomaz, E Sep 2022 | SENSORS 22 (18)
  • 3. Estimation of Head Accelerations in Crashes Using Neural Networks and Sensors Embedded in the Protective Helmet. Bracali, A and Baldanzini, N. Aug 2022 | SENSORS  22 (15)


Dirgová Luptáková, I., Mária Bilíková, M.: Actuarial Modeling of Life Insurance Using Decrement Models. In: Journal of Applied Mathematics, Statistics and Informatics. - ISSN 1336-9180, Vol. 10, No. 1 (2014), pp. 81-91.

Citations:

1. Djeundje, Viani Biatat, and Crook, J.: Incorporating heterogeneity and macroeconomic variables into multi-state delinquency models for credit cards. European Journal of Operational Research, Elsevier, 2018.

Šimon, M., Dirgová Luptáková, I., Huraj, L., Hosťovecký, M. and Pospíchal, J.: Combined Heuristic Attack Strategy on Complex Networks. Mathematical Problems in Engineering, vol. 2017, Article ID 6108563, 9 pages, 2017. 

Citations:

1. A Convolutional Neural Network Approach to Predicting Network Connectedness Robustness

Lou, Y; Wu, RZ; (...); Chen, GR. Oct 1 2021 | IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING. 8 (4) , pp.3209-3219

2. Disintegrating spatial networks based on region centrality. Wang, ZG; Deng, Y; (...); Wu, J. Jun 2021 | CHAOS  31 (6)

3. A Framework of Hierarchical Attacks to Network Controllability. Lou, Y; Wang, L and Chen, GR. Jul 2021 | Mar 2021 (Early Access) | COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION

Dirgová Luptáková, I., Šimon, M., Huraj, L., and Pospíchal, J.: Neural Gas Clustering Adapted for Given Size of Clusters. Mathematical Problems in Engineering, vol. 2016, Article ID 9324793, 7 pages, 2016. doi:10.1155/2016/9324793

Citations:

1. Rajnák, C., et al. Octahedral–Tetrahedral Systems [Co (dppm O, O) 3] 2+[CoX4] 2–Showing Slow Magnetic Relaxation with Two Relaxation Modes. Inorganic chemistry, 2018.

2. Siládi, Vladimír, Michal Povinský, and Maxatbek Satymbekov. ""Adapted parallel quine-McCluskey algorithm using GPGPU."" 2017 IEEE 14th International Scientific Conference on Informatics. IEEE, 2017.

3. Size Constrained Clustering With MILP Formulation. Tang, W; Yang, Y; (...); Zhan, YZ 2020 | IEEE ACCESS 8 , pp.1587-1599.

Luptáková, I.D., Pospíchal, J.: Community cut-off attack on malicious networks. In: Conference on Creativity in Intelligent Technologies and Data Science, pp. 697–708. Springer, Cham (2017)

Citations: 

1. A Memetic Algorithm for Solving the Robust Influence Maximization Problem on Complex Networks against Structural Failures. Huang, DL; Tan, XJ; (...); Fan, ZP Mar 2022 | SENSORS  22 (6)

2. Cryptographic Protection of Data Transmission Channel. Nikishova, A; Vitenburg, E; (...); Omelchenko, T. 3rd Conference on Creativity in Intelligent Technologies and Data Science (CIT&DS) 2019 | CREATIVITY IN INTELLIGENT TECHNOLOGIES AND DATA SCIENCE, PT 1. 1083 , pp.382-391.

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

APVV-17-0116 (2018-2022). The collective intelligence algorithm: An interdisciplinary study of bat swarm behavior.

KEGA 020UCM-4/2022. An adaptive platform for statistical literacy development.

VEGA 1/0272/18 (2018-2021) A holistic approach to obtaining knowledge from production data for the needs of managing production processes in accordance with the concept of Industry 4.0

VEGA 1/0013/18 (2018-2021) Physico-chemical properties of monoamine neurotransmitters 

FAAI:2022-1-PL01-KA220-HED-000088359 "The Future is in Applied Artificial Intelligence" -1.9.2022- 31.8.2024

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

VII.a - Activity, position VII.b - Name of the institution, board VII.c - Duration
Head of Department Department of Applied Informatics, Faculty of Natural Sciences, UCM in Trnava 2013-2015, 2016- 2018
Vice-Dean for Accreditation and Quality Faculty of Natural Sciences, UCM in Trnava 2015-2018
dean Faculty of Natural Sciences, UCM in Trnava 05/2022-present
Vice-Dean for Development, Accreditation and Promotion Faculty of Natural Sciences, UCM in Trnava 2018-05/2022
Member of the Quality Board Faculty of Natural Sciences, UCM in Trnava 2017-2020
Member of the FNS Scientific Board Faculty of Natural Sciences, UCM in Trnava 2013-present
Managing Editor JAMSI (Journal of Apllied Mathematiucs, Statistics and Inforamtics) Faculty of Natural Sciences, UCM in Trnava 2013-09/2022

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)
J. E. Purkyně University Ústí nad Labem, Czech Republic 3.6.2019 – 7.6.2019 Teacher Mobility (STA)
Tomas Bata University in Zlin Zlin, Czech Republic 23.4.2019 – 26.4.2019 Teacher Mobility (STA)
Akademia Techniczno-Humanistyczna BielskoBiala, Poland 12.6.2017 - 16.6.2017 Teacher Mobility (STA)
15.03.2015-22.03.2015 Project ITMS 26110230068

IX. - Other relevant facts

IX.a - If relevant, other activities related to higher education or research/artistic/other activities are mentioned
  • a member of the organizing committee of the international conference „Infocommunicational technologies in science, production and education" /
  • a member of the organizing committee of the international conference „Parallel computer algebra and its applications in new IC Systems" /
Date of last update
2025-02-25