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Email:
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lubomir.antoni@upjs.sk | |
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Homepage:
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https://www.upjs.sk/PF/zamestnanec/lubomir.antoni | |
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Faculty:
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PF UPJŠ
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Pavol Jozef Šafárik University in Košice, Faculty of Science
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Department:
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ÚINF
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Institute of Computer Science
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Office:
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SJ0L19 | |
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Phone:
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+421 55 234 2464 | |
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Faculty:
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PF UPJŠ
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Pavol Jozef Šafárik University in Košice, Faculty of Science
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Department:
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ÚINF
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Institute of Computer Science
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Office:
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Phone:
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ORCID ID:
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0000-0002-7526-8146 |
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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
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Study programme: ADUIb - Data Analysis and Artificial Intelligence (OZPP, RŠP), study field: Mathematics - Informatics, first degree
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Study programme: ADUIm - Data Analysis and Artificial Intelligence (OZPP, RŠP), study field: Mathematics - Informatics, second degree
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Study programme: Ib - Computer Science (OZPP, RŠP), study field: Computer Science, second degree
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Study programme: Im - Computer Science (OZPP, RŠP), study field: Computer Science, second degree
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Study programme: Id - Computer Science (OZPP, RŠP), study field: Computer Science, third degree
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Study programme: I-Xb - Informatics - X (OZPP, RŠP), study field: Informatics in combination (interdisciplinary study), first degree
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Study programme: I-Xm - Informatics - X (OZPP, RŠP), study field: Informatics (specialization), second degree
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Profile courses
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ÚINF/UNS1/15 Introduction to Neural Networks - Computer Science, Applied Informatics, Joint degree study of Informatics and other
subject, bachelor degree
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ÚINF/STU1/16 Machine Learning - Computer Science, Teacher preparation programme of Informatics and other subject, master degree
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ÚINF/MUID/18 Methods of computational learning and artificial intelligence - Computer Science, PhD. degree
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ÚINF/NEU1/15 Neural Networks - Informatika, Analýza dát a umelá inteligencia, master degree
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ÚINF/USU/19 Introduction To Machine Learning - Data Analysis and Artificial Intelligence, bachelor degree
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Selected publications
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ADC (9.518 - IF 2019, JCR - Q1, SJR - Q1) Antoni, L., Cornejo, M. E., Medina, J., Ramirez, E.: Attribute classification and reduct computation in multi-adjoint concept lattices. In: IEEE Transactions on Fuzzy Systems. - ISSN 1941-0034- Volume 29, no. 5 (2021), p. 1121-1132. |
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AEC Antoni, Ľ., Bruothová, D., Guniš, J. a kol.: Attribute Exploration in Formal Concept Analysis and Measuring of Pupils’ Computational Thinking. Advances in Intelligent Systems and Computing, Volume 1281, Cham: Springer Nature, 2021. pp. 160–180. |
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V3 Antoni, Ľ., Eliaš, P., Guniš, J., Kotlárová, D., Krajči, S., Krídlo, O., Sokol, P., Šnajder: Bimorphisms and attribute implications in heterogeneous formal contexts. Int. J. Approx. Reason. 172: 109245 (2024) |
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V3 (3.2 - IF 2023, JCR - Q2, SJR - Q2) Horvát, Š., Antoni, Ľ., Szabari, A., Krajči, S., Krídlo, O.: Generalized decision directed acyclic graphs for classification tasks. Int. J. Approx. Reason. 163: 109041 (2023) |
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V3 (3.9 - IF 2023, JCR - Q1, SJR - Q1) Antoni, Ľ., Eliaš, P., Krajči, S., Krídlo, O.: Heterogeneous formal context and its decomposition by heterogeneous fuzzy subsets. Fuzzy Sets Syst. 451: 361-384 (2022) |
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Selected projects
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Co-researcher of the project VEGA 1/0780/24: Combining lidar and hyperspectral data with machine learning methods for improved land cover classification. Period: 2024 - 2026 |
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Co-researcher of the project APVV 15–0091 Effective algorithms, automata and data structures. Period: 2016 - 2020 |
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Co-investigator of the project Innovation of a software product for the field of health insurance using machine learning methods (SU4ZP) Call: OPVaI-MH / DP / 2018 / 1.2.2-17. Period: 2020 - 2022 |
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Co-investigator of the project VEGA 1/0645/22 Proposal of novel methods in Formal concept analysis and their applications. Period: 2022 - 2024 |
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Co-investigator of the project APVV 21–0468 Mining, aggregation and modelling of data with uncertainty. Period: 2022 - 2024 |
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International mobilities and visits
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Masaryk University in Brno, Faculty of Science, Brno, Czech Republic, 19. 06. 2019 - 05. 07. 2019 (17 days), Erasmus+ Staff Training
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Masaryk University in Brno, Faculty of Science, Brno, Czech Republic, 05. 09. 2018 - 07. 09. 2018 (3 days), Erasmus+ Staff Training
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Palacky University in Olomouc, Faculty of Science, Olomouc, Czech Republic, 16. 09. 2013 - 16. 12. 2013 (3 months), Research stay
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