Publikačna Činnosť

Publikácie za rok 2025

• BABIČ, Matej - ŠTER, Branko - HLUCHÝ, Ladislav - BAIAMONTE, Giuliana - CALI, Michele**. Modeling parking occupancy using algorithm of 3D visibility network. In IEEE Access, 2025, vol. 13, p. 84424-84434. (2024: 3.6 - IF, Q2 - JCR, 0.849 - SJR, Q1 - SJR). ISSN 2169-3536. Dostupné na: https://doi.org/10.1109/ACCESS.2025.3562796 Typ: ADCA
• BADIDOVÁ, Bianca - FORGÁČ, Radoslav - OČKAY, Miloš. The PCA and 1D-CNN dimension reduction comparison for hyperspectral classification of tree species. In Proceedings of the international conference on new trends in signal processing : NTSP 2024. - Liptovský Mikuláš, Slovakia : Armed Forces Academy of General Milan Rastislav Štefánik, 2024, p. 6-10. ISBN 978-80-8040-636-3. Dostupné na: https://doi.org/10.23919/NTSP61680.2024.10726316 (2024 New trends in signal processing (NTSP)) Typ: ADNB
• BADIDOVÁ, Bianca - OČKAY, Miloš - JAVUREK, Martin - BIĽANSKÁ, Michaela - KRAMMER, Peter - FORGÁČ, Radoslav. Federated learning approach to classification of DDoS attacks by 2D-convolutional neural network. In Proceedings of the international conference on new trends in signal processing : NTSP 2024. - Liptovský Mikuláš, Slovakia : Armed Forces Academy of General Milan Rastislav Štefánik, 2024, p. 11-15. ISBN 978-80-8040-636-3. Dostupné na: https://doi.org/10.23919/NTSP61680.2024.10726294 (2024 New trends in signal processing (NTSP)) Typ: ADNB
  Citácie:

  [3.1] ZHI, H. - LI, J. - YU, M. - WANG, J. - HU, Z. - LI, Y. DDoS attack detection method based on improved bagging. In 2024 4th International Conference on Communication Technology and Information Technology (ICCTIT). IEEE. 2024, pp. 501-505. doi: 10.1109/ICCTIT64404.2024.10928599.
• BERBERI, Lisana** - KOZLOV, Valentin - NGUYEN, Giang - SÁINZ-PARDO DÍAZ, Judith - CALATRAVA, Amanda - MOLTÓ, Germán - TRAN, Viet - LÓPEZ GARCÍA, Álvaro. Machine learning operations landscape: platforms and tools. In Artificial Intelligence Review, 2025, vol. 58, no. 6, art. no. 167. (2024: 13.9 - IF, Q1 - JCR, 3.01 - SJR, Q1 - SJR). ISSN 0269-2821. Dostupné na: https://doi.org/10.1007/s10462-025-11164-3 Typ: ADCA
  Citácie:

  [1.2] RUGGERI, Dario - TAZZA, Gabriele - VIDACS, Laszlo. Introducing MLOps to Facilitate the Development of Machine Learning Models in Agronomy: A Case Study. In IEEE Access, 2025-01-01, pp. Dostupné na: https://doi.org/10.1109/ACCESS.2025.3586691, Registrované v: SCOPUS
• ČIERNIK KEVICKÁ, Viktória - MARKOVÁ, Jana - BUNTOVÁ, Dana. Effect of age and education on discourse cohesion. In Experimental Aging Research, 2024, early Access. (2023: 1.4 - IF, Q3 - JCR, 0.688 - SJR, Q1 - SJR). ISSN 0361-073X. Dostupné na: https://doi.org/10.1080/0361073X.2024.2409590 Typ: ADMA
• GATIAL, Emil - BALOGH, Zoltán - HASSANKHANI DOLATABADI, Sepideh - MOLINA, Mariana Soledad - KASIG, Timo - MOJIR, Kayvan Yousefi - WAWRZYNIAK, Marcin - GRUNWALD, Dominika - PRZYBYSZEWSKI, Marcin. Engaging the public in forest fire awareness through a mobile application. In Proceedings of the International ISCRAM Conference. - ISCRAM, 2024, 13 pp. ISSN 2411-3387. Dostupné na internete: https://ojs.iscram.org/index.php/Proceedings/article/view/92 (21st International ISCRAM Conference) Typ: ADMB
• GMITRA, Martin** - MOŠKO, T. - MILIVOJEVIĆ, Marko - OROZOVIĆ, M. - STAVRIĆ, S. Weak Ferromagnetism in Two-Dimensional Transition Metal Tetrafluoride Altermagnets. In CSMAG´25 : 18th Czech and Slovak Conference on Magnetism–CSMAG’25, July 7-11, 2025, High Tatras, Slovak Republic. 1. vyd. - Košice : ŠafárikPress Publishing, 2025, p. 151. ISBN 978-80-574-0423-1. (VEGA 1/0104/25 : Dvojrozmerné materiály a ich heteroštructúry ako platforma pre multifunkčné zadiadenia. CSMAG´25 : Czech and Slovak Conference on Magnetism) Typ: AFH
• GRUNWALD, Dominika - WAWRZYNIAK, Marcin - PRZYBYSZEWSKI, Marcin - GATIAL, Emil - BALOGH, Zoltán - HASSANKHANI DOLATABADI, Sepideh. SILVANUS dashboard for wildfire management. In Proceedings of the International ISCRAM Conference. - ISCRAM, 2024, 13 pp. ISSN 2411-3387. Dostupné na internete: https://ojs.iscram.org/index.php/Proceedings/article/view/109 (21st International ISCRAM Conference) Typ: ADMB
• HABALA, Ondrej - ŠELENG, Martin - HABALA, Michal - STUHL, Ľubor - STAŇO, Michal - HLUCHÝ, Ladislav. Scalable cloud application deployment service for versatile cloud service deployment and configuration. In Computing and informatics, 2024, vol. 43, no. 6, p. 1416-1431. (2023: 0.7 - IF, Q4 - JCR, 0.258 - SJR, Q3 - SJR). ISSN 1335-9150. Dostupné na: https://doi.org/10.31577/cai_2024_6_1416 Typ: ADDA
• HLAVAČKA, Jakub - BOBÁK, Martin** - HLUCHÝ, Ladislav. Big data deduplication in data lake. In Acta Polytechnica Hungarica : journal of applied sciences at Budapest Tech Hungary, 2024, vol. 21, no. 11, p. 307-328. (2023: 1.4 - IF, Q2 - JCR, 0.368 - SJR, Q2 - SJR). ISSN 1785-8860. Dostupné na: https://doi.org/10.12700/APH.21.11.2024.11.17 Typ: ADMA
• JANOK, Matúš - FORGÁČ, Radoslav - BADIDOVÁ, Bianca. A contribution to the prevailing visibility prediction based on neural network approach. In Proceedings of the international conference on new trends in signal processing : NTSP 2024. - Liptovský Mikuláš, Slovakia : Armed Forces Academy of General Milan Rastislav Štefánik, 2024, p. 54-59. ISBN 978-80-8040-636-3. Dostupné na: https://doi.org/10.23919/NTSP61680.2024.10726309 (2024 New trends in signal processing (NTSP)) Typ: ADNB
• JURECZKO, Paulina** - MILIVOJEVIĆ, Marko - KURPAS, Marcin**. Strain-tuning of spin anisotropy in single-layer phosphorene: insights from Elliott-Yafet and Dyakonov-Perel spin relaxation. In New Journal of Physics, 2025, vol. 27, art. no. 053006. (2024: 2.8 - IF, Q2 - JCR, 0.936 - SJR, Q1 - SJR). ISSN 1367-2630. Dostupné na: https://doi.org/10.1088/1367-2630/add8b5 Typ: ADCA
• KENYERES, Martin** - BUDINSKÁ, Ivana - HLUCHÝ, Ladislav - POGGI, Agostino. Modern trends in multi-agent systems. In Future internet, 2024, vol. 16, no. 2, art. no. 54. (2023: 2.8 - IF, Q2 - JCR, 0.808 - SJR, Q2 - SJR). ISSN 1999-5903. Dostupné na: https://doi.org/10.3390/fi16020054 Typ: ADMA
• KLARÁK, Jaromír - BRITO, Ana Carolina M. - MOREIRA, Luan F. - SILVA, Filipi N. - AMANCIO, Diego R. - ANDOK, Robert - OLIVEIRA, Maria Cristina F. - BARDOŠOVÁ, Mária - OLIVEIRA JR, Osvaldo N.**. Using network analysis and large-language models to obtain a landscape of the literature on dressing materials for wound healing: the predominance of chitosan and other biomacromolecules: a review. In International Journal of Biological Macromolecules, 2025, vol. 306, art. no. 141565. (2024: 8.5 - IF, Q1 - JCR, 1.285 - SJR, Q1 - SJR). ISSN 0141-8130. Dostupné na: https://doi.org/10.1016/j.ijbiomac.2025.141565 Typ: ADCA
  Citácie:

  [1.1] HUANG, F.X. - YANG, D. - BAI, G.H. - SU, D.S. - ZHU, Z.Q. - LONG, Y.Z. Rapid, organic-solvent-free freeze-thaw fabrication of pure chitosan sponges for scalable potential wound dressing applications. In CARBOHYDRATE POLYMER TECHNOLOGIES AND APPLICATIONS. ISSN 2666-8939, JUN 2025, vol. 10. Dostupné na: https://doi.org/10.1016/j.carpta.2025.100809, Registrované v: WOS
  [1.1] LOU, Jiaqi - XIANG, Ziyi - ZHU, Xiaoyu - SONG, Jingyao - HUANG, Neng - LI, Jiliang - JIN, Guoying - CUI, Shengyong - XU, Pei - LE, Xin - FAN, Youfen - XU, Sida. Evaluating the therapeutic efficacy and safety of alginate-based dressings in burn wound and donor site wound management associated with burn surgery: a systematic review and meta-analysis of contemporary randomized controlled trials. In BMC SURGERY, 2025, vol. 25, no. 1, art. no. 215. Dostupné na: https://doi.org/10.1186/s12893-025-02956-z, Registrované v: WOS
  [1.1] SARKAR, Saurav - MANNA, Sreejan - JANA, Piu - DAS, Esha - SAHU, Ranabir - DUA, Tarun Kumar - PAUL, Paramita - NANDA, Jayanta - NANDI, Gouranga. Applications of chitosan as a wound dressing material: an updated review. In INTERNATIONAL JOURNAL OF POLYMERIC MATERIALS AND POLYMERIC BIOMATERIALS, 2025, vol., no. ISSN 0091-4037. Dostupné na: https://doi.org/10.1080/00914037.2025.2521836, Registrované v: WOS
  [3.1] MARKOV, P.A. - ROZHKOVA, E.A. - EREMIN, P.S. Biomimetic collagen-carragenan scaffold for non-drug stimulation of tissue regeneration. In Vrach. 2025, vol. 36, no. 3, pp. 88-93. doi: 10.29296/25877305-2025-03-17.
  [3.1] RIAZ, Z. - FONG, Y.X. - CHAN, Y.Y. - LEE, T. - CHAN, V. - NINAN, N. - TRUONG, V.K. Therapeutics-loaded electrospun nanofibers: rational design and mechanistic insights on managing chronic wound infection. In Regenerative Medicine and Denistry. 2025, vol. 2, no. 2, pp. 1-39. doi: 10.53941/rmd.2025.100009.
• KLARÁK, Jaromír - CHEN, L. - CIKALOVA, Ulana - MALÍK, Peter - ANDOK, Robert - BENDJUS, Beatrice. Defect detection in battery electrode production using supervised and unsupervised learning with laser speckle photometry data. In Advances in Science and Technology, 2025, vol. 19, iss. 4, pp. 258-269. (2024: 1.3 - IF, Q3 - JCR, 0.299 - SJR, Q3 - SJR). ISSN 2299-8624. Dostupné na: https://doi.org/10.12913/22998624/200823 Typ: ADMA
• KOKIN, Hlib** - LYTVYN, Oleksandr - NGUYEN, Giang. Optimal differential privacy for deep learning model training. In Procedia Computer Science, 2024, vol. 246, p. 2419-2428. (2023: 0.505 - SJR). ISSN 1877-0509. Dostupné na: https://doi.org/10.1016/j.procs.2024.09.483 Typ: ADMB
  Citácie:

  [1.1] ARZOVS, Audris - PARSHUTIN, Sergei - URBANOVICS, Valts - RUBULIS, Janis - DEJUS, Sandis. Application of differential privacy to sensor data in water quality monitoring task. In ECOLOGICAL INFORMATICS, 2025, vol. 86, no., art. no. 103019. ISSN 1574-9541. Dostupné na: https://doi.org/10.1016/j.ecoinf.2025.103019, Registrované v: WOS
• KRAMMER, Peter - HABALA, Ondrej - HLUCHÝ, Ladislav. Anomaly detection method using statistical distribution identification. In INFORMATICS 2024 : Proceedings. 2024 IEEE 17th International Scientific Conference on Informatics. - Danvers : IEEE, 2024, p. 183-189. ISBN 979-8-3503-8767-4. Dostupné na: https://doi.org/10.1109/Informatics62280.2024.10900759 (INFORMATICS 2024 : 2024 IEEE 17th International Scientific Conference on Informatics) Typ: ADMB
• KRAMMER, Peter - HABALA, Ondrej - STAŇO, Michal - HLUCHÝ, Ladislav. Fine-tuning the high-voltage tower pollution model using distribution identification. In SISY 2024 - IEEE 22nd International Symposium on Intelligent Systems and Informatics : Proceedings, p. 53-58. Dostupné na: https://doi.org/10.1109/SISY62279.2024.10737530 (SISY 2024 : IEEE 22nd International Symposium on Intelligent Systems and Informatics) Typ: ADMB
• KUMARI, Anjali - PAROHA, P. P. - ABRAHAM, Jisha Annie - MANZOOR, Mumtaz - MISHRA, Abhishek Kumar - KHAN, Mohammad Rashid - KUMAR, Yedluri Anil - SHARMA, Ramesh. Exploring K2MAuI6 (M = Sc, Y) Double Perovskite Halides for Solar Cells: Insights from DFT-Based Investigations. In Journal of Inorganic and Organometallic Polymers and Materials, 2025, vol. 35, no. 3, p. 2186-2201. (2024: 4.9 - IF, Q1 - JCR, 0.697 - SJR, Q2 - SJR). ISSN 1574-1443. Dostupné na: https://doi.org/10.1007/s10904-024-03375-y Typ: ADCA
  Citácie:

  [1.1] NASARULLAH - NAZAR, M. - NAQVI, S.M.K.A. - AL-HAZMI, G.A.A.M. - ALAWAIDEH, Y.M. A DFT analysis of enhanced structural, mechanical, elastic tensor analysis, optical, electronic, thermoelectric and magnetic characteristics of X2ScHgCl6 (X=Cs, Rb). In JOURNAL OF PHYSICS AND CHEMISTRY OF SOLIDS. ISSN 0022-3697, JUN 2025, vol. 201, art. no. 112637. Dostupné na: https://doi.org/10.1016/j.jpcs.2025.112637, Registrované v: WOS
• LYTVYN, Oleksandr** - NGUYEN, Giang. Secure federated learning for multi-party network monitoring. In IEEE Access, 2024, vol. 12, p. 163262-163284. (2023: 3.4 - IF, Q2 - JCR, 0.96 - SJR, Q1 - SJR). ISSN 2169-3536. Dostupné na: https://doi.org/10.1109/ACCESS.2024.3486810 Typ: ADCA
  Citácie:

  [1.1] SHUKLA, Shubhi - RAJKUMAR, Suraksha - SINHA, Aditi - ESHA, Mohamed - ELANGO, Konguvel - SAMPATH, Vidhya. Federated learning with differential privacy for breast cancer diagnosis enabling secure data sharing and model integrity. In SCIENTIFIC REPORTS, 2025, vol. 15, no. 1, art. no. 13061. ISSN 2045-2322. Dostupné na: https://doi.org/10.1038/s41598-025-95858-2, Registrované v: WOS
• MAREKOVÁ, Lucia** - BEŇUŠ, Štefan. Speech fluency production and perception in L1 (Slovak) and L2 (English) read speech. In Language and Speech, early Access, 2024, p. 1-27. ISSN 0023-8309. Dostupné na: https://doi.org/10.1177/00238309241230899 Typ: ADMA
  Citácie:

  [1.1] WANG, Wenli - REZAEI, Yasaman Mohammad - IZADPANAH, Siros. Speaking accuracy and fluency among EFL learners: The role of creative thinking, emotional intelligence, and academic enthusiasm. In HELIYON, 2024, vol. 10, no. 18, art. no. e37620. Dostupné na: https://doi.org/10.1016/j.heliyon.2024.e37620, Registrované v: WOS
  [3.1] ERNIWATI, S.R. Promoting critical thinking skills and speaking performance: is prep framework effective? In Journal of Social Science and Education Research Studies. 2025 vol. 5, no. 6, pp. 657-665. doi: 10.55677/ijssers/V05I06Y2025-19.
  [3.1] Yanush, O. Fluency in spoken English: challenges and strategies for philology students. In ARS Linguodidacticae. 2025, vol. 15, no. 1, pp. 56-66. doi: 10.17721/2663-0303.2025.1.04.
• MNICH, J.** - MILIVOJEVIĆ, Marko - GMITRA, Martin. The Effect of Magnetization Direction and Stacking of Layers on Charge to Spin Conversion in Graphene on 1T-TaS2. In CSMAG´25 : 18th Czech and Slovak Conference on Magnetism–CSMAG’25, July 7-11, 2025, High Tatras, Slovak Republic. 1. vyd. - Košice : ŠafárikPress Publishing, 2025, p. 78. ISBN 978-80-574-0423-1. (CSMAG´25 : Czech and Slovak Conference on Magnetism) Typ: AFH
• NGUYEN, Giang - DLUGOLINSKÝ, Štefan - TRAN, Viet - LÓPEZ GARCÍA, Álvaro. Network security AIOps for online stream data monitoring. In Neural Computing & Applications, 2024, vol. 36, no. 24, p. 14925-14949. (2023: 4.5 - IF, Q2 - JCR, 1.256 - SJR, Q1 - SJR). ISSN 0941-0643. Dostupné na: https://doi.org/10.1007/s00521-024-09863-z Typ: ADCA
• NGUYEN, Giang** - SÁINZ-PARDO DÍAZ, Judith - CALATRAVA, Amanda - BERBERI, Lisana - LYTVYN, Oleksandr - KOZLOV, Valentin - TRAN, Viet - MOLTÓ, Germán - LÓPEZ GARCÍA, Álvaro. Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools. In Artificial Intelligence Review, 2025, vol. 58, no. 2, art. no. 51. (2024: 13.9 - IF, Q1 - JCR, 3.01 - SJR, Q1 - SJR). ISSN 0269-2821. Dostupné na: https://doi.org/10.1007/s10462-024-11036-2 Typ: ADCA
  Citácie:

  [1.1] ZHANG, Jiqun - ZHANG, Shengli - ZHANG, Gaojun - LIAO, Guofu. A data trading scheme based on blockchain and game theory in federated learning. In EXPERT SYSTEMS WITH APPLICATIONS, 2025, vol. 278, no., art. no. 127158. ISSN 0957-4174. Dostupné na: https://doi.org/10.1016/j.eswa.2025.127158, Registrované v: WOS
  [3.1] SILVA, C. - BARRACA, J.P. - SALVADOR, P. Evaluating the effectiveness of differential privacy against profiling. In Proceedings of the 2025 The International Conference on Consumer Technology (ICCT-Europe 2025). 2025, pp. 28-30. doi: 10.54499/UIDB/50008.
  [3.1] SWAPNA, M. - RAVIRALA, T. - REDDY, N. Diabetic retinopathy detection using federated learning and vision transformers. In International Journal of Interpreting Enigma Engineers (IJIEE). 2025, vol. 2, no. 1, pp. 10-21. doi: 10.62674/ijiee.2025.v2i01.002.
• PAJOROVÁ, Eva** - KRAMMER, Peter - HLUCHÝ, Ladislav. Using hyperspectral images and lidar data to create models for the classification and CAVE visualization tree species. In Journal of Electrical Systems, 2024, vol. 20, no. 4s, p. 652-658. ISSN 1112-5209. Dostupné na: https://doi.org/10.52783/jes.2082 Typ: ADEB
• RUSKO, Milan** - SABO, Róbert - TRNKA, Marián - ZIMMERMANN, Alfréd - MALASCHITZ, Richard - RUŽICKÝ, E. - BRANDOBUROVÁ, Petra - ČIERNIK KEVICKÁ, Viktória - ŠKORVÁNEK, M. Slovak database of speech affected by neurodegenerative diseases. In Scientific Data, 2024, vol. 11, no. 1, art. no. 1320. (2023: 5.8 - IF, Q1 - JCR, 1.937 - SJR, Q1 - SJR). ISSN 2052-4463. Dostupné na: https://doi.org/10.1038/s41597-024-04171-6 Typ: ADMA
  Citácie:

  [1.1] ZOZUK, Nataliia Casnochova - MUNKOVA, Dasa - KELEBERCOVA, Livia - MUNK, Michal. Relationship between language features extracted through NLP and clinically diagnosed Alzheimer's disease and mild cognitive impairment in Slovak. In ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING, 2025, vol. 17, no. 2, art. no. e70122. Dostupné na: https://doi.org/10.1002/dad2.70122, Registrované v: WOS
  [1.2] LA QUATRA, Moreno - OROZCO-ARROYAVE, Juan Rafael - SINISCALCHI, Marco Sabato. Bilingual Dual-Head Deep Model for Parkinson’s Disease Detection from Speech. In ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 2025-01-01, pp. ISSN 15206149. Dostupné na: https://doi.org/10.1109/ICASSP49660.2025.10889445, Registrované v: SCOPUS
  [3.1] ALSUDANI, S.W.A. - SAUD, G.K. Recurrent neural network optimized by grasshopper for accurate audio data-based diagnosis of Parkinson's disease. In Wasit Journal for Pure Sciences. 2025, vol. 4, no. 2, pp. 56-75. doi: 10.31185/wjps.766.
• WEISENPACHER, Peter** - GLASA, Ján - VALÁŠEK, Lukáš. Investigation of various fire dynamics simulator approaches to modelling airflow in road tunnel induced by longitudinal ventilation. In Fire-Schwitzerland, 2025, vol. 8, no. 2, art. no. 87. (2024: 2.7 - IF, Q1 - JCR, 0.572 - SJR, Q1 - SJR). ISSN 2571-6255. Dostupné na: https://doi.org/10.3390/fire8020074 Typ: ADCA
• WEISENPACHER, Peter** - GLASA, Ján - VALÁŠEK, Lukáš. Simulation of smoke optical density in road tunnel by two tunnel models for FDS. In European Modeling and Simulation Symposium, EMSS : Proceedings of the 36th European Modeling & Simulation Symposium (EMSS 2024). - Tenerife, Spain : CAL-TEK S.R.L., 2024, 2024, vol. 2024-September, art. no. 4. (2024 - Scopus). ISBN 979-128198802-6. ISSN 2305-2023. Dostupné na: https://doi.org/10.46354/i3m.2024.emss.004 (EMSS 2024 : 36th European Modeling and Simulation Symposium) Typ: ADMB