Pavel Stefanovič

Mokslinių publikacijų sąrašas

Straipsniai

Tarptautinėse duomenų bazėse referuojamuose mokslo leidiniuose paskelbti straipsniai

Web of Science (Clarivate Analytics) duomenų bazės Science Citation Index Expanded (SCIE) arba Social Science Citation Index (SSCI) referuojamuose leidiniuose, turinčiuose cituojamumo rodiklį (JIF, angl. Journal Impact Factor)

2024 - Kvietkauskas Tautvydas; Pavlov Ernest; Stefanovič Pavel; Pliuskuvienė Birutė. The efficiency of YOLOv5 models in the detection of similar construction details. Applied sciences. Basel: MDPI. vol. 14, iss. 9 (2024), p. 1-20[Aut.lankų sk.: 1.429]

2024 - Stefanovič Pavel; Pliuskuvienė Birutė; Radvilaitė Urtė; Ramanauskaitė Simona. Machine learning model for chatGPT usage detection in students’ answers to open-ended questions: Case of Lithuanian language. Education and information technologies. New York: Springer. ISSN 1360-2357. vol. 29, iss. 14 (2024), p. 18403-18425. [M.kr.:N 009; S 008; T 007] [Aut.lankų sk.: 1.643]

2024 - Pocevičė Gabija; Stefanovič Pavel; Ramanauskaitė Simona; Pavlov Ernest. Approach for tattoo detection and identification based on YOLOv5 and similarity distance. Applied sciences. Basel: MDPI. vol. 14, iss. 13 (2024), p. 1-16[Aut.lankų sk.: 1.143]

2023 - Stefanovič Pavel; Ramanauskaitė Simona. Travel direction recommendation model based on photos of user social network profile. IEEE Access. Piscataway, NJ: IEEE. vol. 11 (2023), p. 28252-28262. [M.kr.:N 009; T 007] [Aut.lankų sk.: 0.786]

2023 - Darbutaitė Ema; Stefanovič Pavel; Ramanauskaitė Simona. Machine-learning-based password-strength-estimation approach for passwords of Lithuanian context. Applied sciences. Basel: MDPI. ISSN 2076-3417. vol. 13, iss. 13 (2023), p. 1-16. [M.kr.:N 009; T 007] [Aut.lankų sk.: 1.143]

2023 - Kvietkauskas Tautvydas; Stefanovič Pavel. Influence of training parameters on real-time similar object detection using YOLOv5s. Applied sciences. Basel: MDPI. vol. 13, iss. 6 (2023), p. 1-15. [M.kr.:N 009; T 007] [Aut.lankų sk.: 1.071]

2022 - Margienė Asta; Ramanauskaitė Simona; Nugaras Justas; Stefanovič Pavel; Čenys Antanas. Competency-based e-learning systems: Automated integration of user competency portfolio. Sustainability. Basel: MDPI. vol. 14, iss. 24 (2022), p. 1-15. [M.kr.:N 009; T 007] [Aut.lankų sk.: 1.071]

2022 - Margienė Asta; Ramanauskaitė Simona; Nugaras Justas; Stefanovič Pavel. Automated transformation from competency list to tree: Way to competency-based adaptive knowledge e-evaluation. Applied sciences. Basel: MDPI. ISSN 2076-3417. vol. 12, iss. 3 (2022), p. 1-15. [M.kr.:N 009; S 007; T 007] [Aut.lankų sk.: 1.071]

2022 - Stefanovič Pavel; Kurasova Olga. Approach for multi-label text data class verification and adjustment based on self-organizing map and latent semantic analysis. Informatica. Vilnius: Vilnius University Institute of Data Science and Digital Technologies. ISSN 0868-4952. vol. 33, iss. 1 (2022), p. 109-130. [M.kr.:N 009; T 007] [Aut.lankų sk.: 1.571]

2021 - Štrimaitis Rokas; Stefanovič Pavel; Ramanauskaitė Simona; Slotkienė Asta. Financial context news sentiment analysis for the Lithuanian language. Applied sciences. Basel: MDPI. ISSN 2076-3417. vol. 11, iss. 10 (2021), p. 1-13. [M.kr.:N 009; T 007] [Aut.lankų sk.: 0.929]

2020 - Stefanovič Pavel; Štrimaitis Rokas; Kurasova Olga. Prediction of flight time deviation for Lithuanian airports using supervised machine learning model. Computational intelligence and neuroscience. London: Hindawi. ISSN 1687-5265. vol. 2020 (2020), p. 1-10. [M.kr.:T 007] [Aut.lankų sk.: 0.714]

2019 - Stefanovič Pavel; Kurasova Olga; Štrimaitis Rokas. The n-grams based text similarity detection approach using self-organizing maps and similarity measures. Applied sciences. Basel: MDPI AG. vol. 9, iss. 9 (2019), p. [1-14]. [M.kr.:T 007] [Aut.lankų sk.: 1.000]

2018 - Stefanovič Pavel; Kurasova Olga. Outlier detection in self-organizing maps and their quality estimation. Neural network world. Prague: Czech Academy of Sciences, Institute of Computer Science. ISSN 1210-0552. Vol. 28, iss. 2 (2018), p. 105-117. [M.kr.:T 007] [Aut.lankų sk.: 0.929]

Web of Science (Clarivate Analytics) duomenų bazės Arts & Humanities Citation Index (AHCI) arba Emerging Source Citation Index (ESCI) referuojamuose leidiniuose, ir turinčiuose, ir neturinčiuose cituojamumo rodiklio (JIF, angl. Journal Impact Factor), arba Science Citation Index Expanded (SCIE) arba Social Science Citation Index (SSCI) referuojamuose leidiniuose, neturinčiuose cituojamumo rodiklio (JIF, angl. Journal Impact Factor)

2022 - Štrimaitis Rokas; Stefanovič Pavel; Ramanauskaitė Simona; Slotkienė Asta. A combined approach for multi-label text data classification. Computational intelligence and neuroscience. London: Hindawi. ISSN 1687-5265. vol. 2022 (2022), p. 1-13. [M.kr.:T 007] [Aut.lankų sk.: 0.929]

2021 - Dlužnevskij Daniel; Stefanovič Pavel; Ramanauskaitė Simona. Investigation of YOLOv5 efficiency in iPhone supported systems. Baltic journal of modern computing. Riga: University of Latvia. ISSN 2255-8942. vol. 9, no. 3 (2021), p. 333-344. [M.kr.:N 009; T 007] [Aut.lankų sk.: 0.857]

Kitose tarptautinėse duomenų bazėse referuojamuose leidiniuose

2024 - Pliuskuvienė Birutė; Radvilaitė Urtė; Juodagalvytė Rasa; Ramanauskaitė Simona; Stefanovič Pavel. Educational data mining and learning analytics: text generators usage effect on students’ grades. New trends in computer sciences. Vilnius: Vilnius Gediminas Technical University. vol. 2, iss. 1 (2024), p. 1-12[Aut.lankų sk.: 0.857]

Mokslinių konferencijų darbų leidiniuose paskelbti straipsniai

Tik Scopus (Elsevier) duomenų bazėje referuojamuose konferencijų darbų leidiniuose

2024 - Pokusajev Sergej; Stefanovič Pavel. A roadmap on developing a taxonomy for text data mining. 2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), 25 April 2024, Vilnius, Lithuania / organized by Vilnius Gediminas Technical University. Piscataway, NJ: IEEE, 2024. ISSN 2831-5634, p. 1-5[Aut.lankų sk.: 0.357]

2023 - Štrimaitis Rokas; Ramanauskaitė Simona; Stefanovič Pavel. Analysis of automated forecasting model possibilities for company financial accounting data. The 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2023), 19-21 July 2023, Tenerife, Canary Islands, Spain : proceedings. New York: Institute of Electrical and Electronics Engineers (IEEE), 2023. ISBN 9798350322989, p. 1-6. [M.kr.:T 007] [Aut.lankų sk.: 0.429]

Tezės

Tarptautinėse duomenų bazėse referuojamuose leidiniuose publikuotos konferencijų pranešimų tezės

2023 - Ramanauskaitė Simona; Stefanovič Pavel; Čenys Antanas. Tree structure-based competencies formalisation: Path towards alignment of industry needs, person competency portfolio and study program objectives. DAMSS 2023: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius: Vilniaus universiteto leidykla, 2023. ISBN 9786090709856, p. 77. [M.kr.:N 009; T 007] [Aut.lankų sk.: 0.071]

2023 - Pliuskuvienė Birutė; Radvilaitė Urtė; Stefanovič Pavel; Ramanauskaitė Simona. Machine learning-based chatGPT usage detection in open-ended question answers. DAMSS 2023: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius: Vilniaus universiteto leidykla, 2023. ISBN 9786090709856, p. 71. [M.kr.:N 009; T 007] [Aut.lankų sk.: 0.071]

2023 - Kvietkauskas Tautvydas; Pavlov Ernest; Stefanovič Pavel. Efficiency of YOLOv5 models in the detection of construction details. DAMSS 2023: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius: Vilniaus universiteto leidykla, 2023. ISBN 9786090709856, p. 46. [M.kr.:N 009; T 007] [Aut.lankų sk.: 0.071]

2022 - Štrimaitis Rokas; Stefanovič Pavel; Ramanauskaitė Simona; Slotkienė Asta. Company recommendation model: Empowering the accounting system and publicly available data. DAMSS 2022: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022. Vilnius: Vilniaus universitetas, 2022. ISBN 9786090707944, p. 93. [M.kr.:T 007] [Aut.lankų sk.: 0.071]

Kituose leidiniuose publikuotos konferencijų pranešimų tezės

2019 - Štrimaitis Rokas; Kurasova Olga; Stefanovič Pavel. The n-grams based text similarity detection approach using self-organizing maps and similarity measures. 11th international workshop on data analysis methods for software systems (DAMSS 2019), Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society, Vilnius University Institute of Data Science and Digital Technologies, Lithuanian Academy of Sciences. Vilnius: Vilnius University Press, 2019. ISBN 9786090703243, p. 82. [M.kr.:T 007] [Aut.lankų sk.: 0.071]