doc. RNDr. Iveta Dirgová Luptáková, PhD.

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)

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: 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].

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)

Citácie:

• 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.

Citácie:

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

Citácie:

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)

Citácie: 

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

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