prof. RNDr. Jiří Pospíchal, DrSc.

Svozil D., Kvasnička V., Pospíchal J.: Introduction to multi-layer feed-forward neural networks. Chemometrics and Intell. Laboratory Systems 39(1997) 43-62 (1271 Scopus cit.).

V. Kvasnička, Š. Sklenák, and J. Pospíchal:”An Application of Recurrent Neural Networks in Chemistry. Prediction and Classification of C NMR Chemical Shifts in a Series of Monosubstituted Benzenes”, J. Chem. Inf. Comp. Sci. 32, 742-747 (1992)., (59 cit. Scopus).

V. Kvasnička, J. Pospíchal a P. Tiňo: Evolutionary algorithms (in Slovak). STU Publishing, Bratislava 2000 (141 cit.).

V. Kvasnička and J. Pospíchal: A Hybrid of Simplex Method and Simulated Annealing, Chemometrics 39 (1997) 161-172 (62 cit.).

Kvasnička V., Beňušková Ľ., Pospíchal J., Farkaš I., Tiňo P., Kráľ A.: “Introduction into theory of Neural Networks”, IRIS Press, Bratislava, 1997 (93 cit.).

Dirgová Luptáková, I., Kubovčík, M., and Pospíchal, J.: Wearable Sensor-Based Human Activity Recognition with Transformer Model, Sensors 2022, 22(5), 1911; (CC, IF 3.576) A+ (170 Scopus cit.)

Pospíchal, Jiří, Martin Kubovčík, and Iveta Dirgová Luptáková. "Solar Irradiance Forecasting with Transformer Model." Applied Sciences 12, no. 17 (2022): 8852. https://doi.org/10.3390/app12178852 (CC, IF 2.7) (18 Scopus cit.)

Kubovčík, Martin, Iveta Dirgová Luptáková, and Jiří Pospíchal. "Signal Novelty Detection as an Intrinsic Reward for Robotics." Sensors 23, no. 8 (2023): 3985. https://doi.org/10.3390/s23083985 (CC,IF 3.576) (3 Scopus cit)

Dirgová Luptáková, Iveta, Jiří Pospíchal, and Ladislav Huraj. "Beyond code and algorithms: Navigating ethical complexities in artificial intelligence." Proceedings of the Computational Methods in Systems and Software. Cham: Springer Nature Switzerland, 2023. 316-332. (7 Scopus citations)

Sara Feizyab,  Gabriele Bonetti,  Maria Chiara Medori,  Cecilia Micheletti,  Immacolata De Luca,  Kevin Donato,  Jan Miertuš,  Mehmet Sait Dundar,  Miroslava Vráblová,  Gary Henehan,  Richard Brown,  Robert Marks,  Stanislav Miertus,  Lorenzo Lorusso,  Gianluca Martino Tartaglia,  Munis Dundar,  Sandro Michelini,  Stephen Thaddeus Connelly,  Ariola Bacu,  Tommaso Beccari,  Ornela Gordani,  Xhilda Dhamo,  Eglantina Kalluci,  Dominika Vešelényiová,  Iveta Dirgová Luptáková,  Jiri Pospíchal and  Matteo Bertelli. "Artificial Intelligence and Humanoid Robotics: Bioethical Implications of Replacing Human Agency in Healthcare and beyond." Eurobiotech Journal 9, no. 3 (2025): 238-246. (IF 2.3)

Šimon, M., Huraj, L., Dirgová Luptáková, I. and Pospíchal, J., 2019. Heuristics for Spreading Alarm throughout a Network. Applied Sciences, 9(16), p.3269. (CC, IF 2.217). Citované: Gautam, R. K., & Kare, A. S. (2021). Faster heuristics for graph burning. Applied Intelligence, 1-11. (CC, IF 5.086) Citujúca práca je 14x citovaná vo WOS.

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 1.145).

Citované: Lou, Y., Wu, R., Li, J., Wang, L., & Chen, G. (2021). A Convolutional Neural Network Approach to Predicting Network Connectedness Robustness. IEEE Transactions on Network Science and Engineering, 8(4), 3209-3219. (CC, IF 5.213) Citujúca práca je 36x citovaná vo WOS.

Svozil, D., Kvasnicka, V., & Pospichal, J. (1997). Introduction to multi-layer feed-forward neural networks. Chemometrics and intelligent laboratory systems, 39(1), 43-62. Citované: Zhou, Z., Chen, X., Li, E., Zeng, L., Luo, K. and Zhang, J., 2019. Edge intelligence: Paving the last mile of artificial intelligence with edge computing. Proceedings of the IEEE, 107(8), pp.1738-1762. Citujúca práca je 1404x citovaná vo WOS.

Babinec, Š. and Pospíchal, J., 2007, September. Improving the prediction accuracy of echo state neural networks by anti-Oja’s learning. In International Conference on Artificial Neural Networks (pp. 19-28). Springer, Berlin, Heidelberg. Citované: 1. Lukoševičius, M. and Jaeger, H., 2009. Reservoir computing approaches to recurrent neural network training. Computer Science Review, 3(3), pp.127-149. Citujúca práca je 2104x citovaná vo WOS.

Kvasnicka, V. and Pospichal, J., 1999. An emergence of coordinated communication in populations of agents. Artificial Life, 5(4), pp.319-342. Citované: Christiansen, M. H., & Chater, N. (2008). Language as shaped by the brain. Behavioral and brain sciences, 31(5), 489-509. Citujúca práca je 546x citovaná vo WOS.

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VEGA 1/0145/18 Optimalizácia sieťovej bezpečnosti prostredníctvom výpočtovej inteligencie. Zástupca vedúceho, rozsah platnosti 2018 - 2020

VEGA 2/0070/21 Nízko-dimenzionálne materiály- manipulácia, funkcionalizácia a bioaplikácie: LOW-D-MATTER . Riešiteľ, rozsah platnosti  1.1.2021 – 31.12.2023

CCA22137 - Randomised Optimisation Algorithms Research Network ((Start date - 02/10/2023 End date - 01/10/2027)

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