Publication List

Publications for year 2025

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  • 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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
    Citations:
    [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
Citation, reviews:
1.1Citations in foreign publications registered in citation indexes Web of Science Core Collection
1.2Citations in foreign publications registered in Scopus
2.1Citations in domestic publications registered in citation indexes Web of Science Core Collection
2.2Citations in domestic publications registered in Scopus
*3Citations in foreign publications not registered in citation indexes
3.1Citations in foreign publications not registered in citation indexes
3.2Citations in foreign publications registered in scientific citation databases other than Web of Science Core Collection or Scopus
*4Citations in domestic publications not registered in citation indexes
4.1Citations in domestic publications not registered in citation indexes
4.2Citations in domestic publications registered in scientific citation databases other than Web of Science Core Collection or Scopus
5Reviews in foreign publications
6Reviews in domestic publications
7Art critiques – foreign
8Art critiques – domestic
9Reproductions of artistic works of the author in foreign publications or media
*9Citations in foreign publications registered in scientific citation databases other than Web of Science Core Collection or Scopus
10Reproductions of artistic works of the author in domestic publications or media
*10Citations in domestic publications registered in scientific citation databases other than Web of Science Core Collection or Scopus