VU Duomenų mokslo ir skaitmeninių technologijų instituto / Matematikos ir informatikos instituto autoriaus (-ių) 'Jolita Bernatavičienė' publikacijų sąrašas (pagal Lietuvos akademinių bibliotekų tinklo (LABT) publikacijų bazes VUB [nuo 2011 m. iki dabar] ir LMAVB [iki 2010 m. imtinai]):
Publications of 'Jolita Bernatavičienė', VU Institute of Data Science and Digital Technologies / Institute of Mathematics and Informatics (based on 1. Lithuanian Academic Library Network (LABT) database of Vilnius University Library [since 2011 until now] and 2. LABT database of Wroblewski Library of the Lithuanian Academy of Sciences [until 2010]):
Eil. Nr. Publikacija
1Virbukaitė, Sandra; Bernatavičienė, Jolita. Impact of eye fundus image preprocessing on key objects segmentation for glaucoma identification // Nonlinear analysis: modelling and control. Vilnius : Vilnius University Press. ISSN 1392-5113. eISSN 2335-8963. 2024, vol. 29, no. 1, p. 96-110. DOI: 10.15388/namc.2024.29.33669.
2Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Trakymas, Mantas; Naruševičiūtė, Ieva. Usage of isotropic MRI images improves prostate cancer localization results // Baltic journal of modern computing. Rīga : University of Latvia. ISSN 2255-8942. eISSN 2255-8950. 2023, vol. 11, no. 4, p. 703-725. DOI: 10.22364/bjmc.2023.11.4.09.
3Tolomanovas, Steponas; Bernatavičienė, Jolita; Treigys, Povilas. Comparative analysis of clinical decision support systems for eye fundus images // DAMSS: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius : Vilniaus universiteto leidykla, 2023. eISBN 9786090709856. p. 93. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 39). DOI: 10.15388/DAMSS.14.2023.
4Mikalkėnienė, Gajane; Bernatavičienė, Jolita. Machine learning approaches for the analysis of functional brain connectivity patterns in depression // DAMSS: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius : Vilniaus universiteto leidykla, 2023. eISBN 9786090709856. p. 63. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 39). DOI: 10.15388/DAMSS.14.2023.
5Bernatavičienė, Jolita (tyrėjas); Štikonienė, Olga (tyrėjas); Račkauskas, Alfredas (tyrėjas); Leipus, Remigijus (tyrėjas); Markevičiūtė, Jurgita (tyrėjas); Levulienė, Rūta (tyrėjas); Treigys, Povilas (tyrėjas); Medvedev, Viktor (tyrėjas). COVID-19 infekcija Lietuvoje: modeliavimas ir socio-ekonominių padarinių analizė = COVID-19 infection in Lithuania: modelling and analysis of social-economic consequences. Vilnius, 2021. 3 failai. DOI: 10.18279/MIDAS.MIFKOR.163019.
6Bernatavičienė, Jolita (tyrėjas). Automatinis vėžio židinų identifikavimas prostatoje. Vilnius, 2015. 11 failų. Prieiga per internetą: <https://midas.lt/public-app.html#/research/overview?resourceId=1693&uuid=a95f11ab-0509-4ab7-81de-ea3fa709638e>.
7Bernatavičienė, Jolita (tyrėjas). Srautinių duomenų palyginimas. Vilnius, 2015. 24 failai. Prieiga per internetą: <https://midas.lt/public-app.html#/research/overview?resourceId=1667&uuid=9813c895-16a2-4ae2-ac05-4c6993bb6927>.
8Virbukaitė, Sandra; Bernatavičienė, Jolita. Deep Neural Networks application for Cup-to-Disc ratio estimation in eye fundus images // Proceedings of the 18th conference on computer science and intelligence systems, September 17–20, 2023. Warsaw, Poland / Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Dominik Ślęzak (eds.). Warsaw : Polskie Towarzystwo Informatyczne, 2023. eISBN 9788396744784. p. 1191-1195. (Annals of computer science and information systems, ISSN 2300-5963 ; vol. 35). DOI: 10.15439/2023F944.
9Ruminavičiūtė, Gabrielė; Bernatavičienė, Jolita. Ensemble for quality assessment of eye fundus images involving deep learning methods // 2023 18th Iberian Conference on Information Systems and Technologies (CISTI), 20–23 June 2023, Aveiro, Portugal. New York : IEEE, 2023. ISBN 9798350305272. eISBN 9789893347928. ISSN 2166-0727. eISSN 2166-0727. p. [1-6]. DOI: 10.23919/CISTI58278.2023.10211416.
10Dzemyda, Gintautas; Bernatavičienė, Jolita; Kacprzyk, Janusz. Preface [Data science in applications] // Data science in applications / editors: Gintautas Dzemyda, Jolita Bernatavičienė, Janusz Kacprzyk. Cham : Springer International Publishing, 2023. ISBN 9783031244520. eISBN 9783031244537. p. v-ix. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 1084). Prieiga per internetą: <https://link.springer.com/content/pdf/bfm:978-3-031-24453-7/1?pdf=chapter%20toc>.
11Dzemyda, Gintautas (sudarytojas); Bernatavičienė, Jolita (sudarytojas); Kacprzyk, Janusz (sudarytojas). Data Science in Applications / editors: Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz. Cham : Springer, 2023. XII, 252 p. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 1084). ISBN 9783031244520. eISBN 9783031244537. DOI: 10.1007/978-3-031-24453-7.
12Melnik-Leroy, Gerda Ana; Bernatavičienė, Jolita; Korvel, Gražina; Navickas, Gediminas; Tamulevičius, Gintautas; Treigys, Povilas. An overview of Lithuanian intonation: a linguistic and modelling perspective // Informatica. Vilnius : Vilniaus universiteto leidykla. ISSN 0868-4952. eISSN 1822-8844. 2022, vol. 33, iss. 4, p. 795-832. DOI: 10.15388/22-INFOR502.
13Virbukaitė, Sandra; Bernatavičienė, Jolita. Interpolation methods impact on eye fundus optic disc and optic cup segmentation // DAMSS: 13th Conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022. Vilnius : Vilnius University Press, 2022. ISBN 9786090707944. eISBN 9786090707951. p. 101. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 31). DOI: 10.15388/DAMSS.13.2022.
14Vaitulevičius, Aleksas; Bernatavičienė, Jolita; Markevičiūtė, Jurgita; Naruševičiūtė, Ieva; Trakymas, Mantas; Treigys, Povilas. Impact of timestamp and segmentation map selection for cancerous prostate regions in DCE MRI classification // DAMSS: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022. Vilnius : Vilnius University Press, 2022. ISBN 9786090707944. eISBN 9786090707951. p. 97. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 31). DOI: 10.15388/DAMSS.13.2022.
15Virbukaitė, Sandra; Bernatavičienė, Jolita. Image resizing level impact on eye fundus optic disc and optic cup segmentation // WSCG 2022: 30. Jubilee International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic. Pilsen. 2022, p. 306-309. (International Conference in Central Europe on Computer Graphics and Visualization). DOI: 10.24132/CSRN.3201.39.
16Treigys, Povilas; Vaitulevičius, Aleksas; Bernatavičienė, Jolita; Markevičiūtė, Jurgita; Naruševičiūtė, Ieva; Trakymas, Mantas. Detecting cancerous regions in DCE MRI using functional data, XGboost and neural networks // Communication papers of the 17th conference on computer science and intelligence systems / M. Ganzha, L. Maciaszek, M. Paprzycki, D. Ślęzak (eds). Warsaw : Polskie Towarzystwo Informatyczne. 2022, p. 23-30. (ACSIS-Annals of computer science and information systems, ISSN 2300-5963 ; vol.32). DOI: 10.15439/2022F128.
17Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Trakymas, Mantas; Naruševičiūtė, Ieva; Briedienė, Rūta. Segmentation mask resampling for MRI prostate localization improvement // ICECET 2022: International Conference on Electrical, Computer and Energy Technologies (20-22 July 2022, Prague-Czech Republic : proceedings : IEEE, 2022. ISBN 9781665470872. p. [1-6]. DOI: 10.1109/ICECET55527.2022.9872602.
18Markevičiūtė, Jurgita; Bernatavičienė, Jolita; Levulienė, Rūta; Medvedev, Viktor; Treigys, Povilas; Venskus, Julius. Impact of COVID-19-related lockdown measures on economic and social outcomes in Lithuania // Mathematics. Basel : MPDI. eISSN 2227-7390. 2022, vol. 10, no. 15, art. no. 2734, p. [1-20]. DOI: 10.3390/math10152734.
19Vaitulevičius, Aleksas; Surkant, Roman; Treigys, Povilas; Markevičiūtė, Jurgita; Trakymas, Mantas; Bernatavičienė, Jolita; Naruševičiūtė, Ieva. DCE MRI modality investigation for cancerous prostate region detection: case analysis // Journal of WSCG. Plzen : Union Agency Science Press. ISSN 1213-6972. eISSN 1213-6964. 2022, vol. 2022, CSRN3201, p. 48-55. DOI: 10.24132/CSRN.3201.7.
20Motuzienė, Violeta; Bielskus, Jonas; Lapinskienė, Vilūnė; Rynkun, Genrika; Bernatavičienė, Jolita. Office buildings occupancy analysis and prediction associated with the impact of the COVID-19 pandemic // Sustainable cities and society. Amsterdam : Elsevier. ISSN 2210-6707. eISSN 2210-6715. 2022, vol. 77, art. no. 103557, p. 1-12. DOI: 10.1016/j.scs.2021.103557.
21Virbukaitė, Sandra; Bernatavičienė, Jolita. Impact of images quality variety and resizing level on eye fundus optic disc segmentation // DAMSS: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021. Vilnius : Vilnius University Press, 2021. ISBN 9786090706732. eISBN 9786090706749. p. 77. DOI: 10.15388/DAMSS.12.2021.
22Surkant, Roman; Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Trakymas, Mantas; Naruševičiūtė, Ieva. Cancerous tissue detection using dynamic contrast-enhanced MRI data for prostate region // DAMSS: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021. Vilnius : Vilnius University Press, 2021. ISBN 9786090706732. eISBN 9786090706749. p. 69. DOI: 10.15388/DAMSS.12.2021.
23Markevičiūtė, Jurgita; Bernatavičienė, Jolita; Levulienė, Rūta; Medvedev, Viktor; Treigys, Povilas. COVID-19 infection in Lithuania: analysis of social-economic consequences // DAMSS: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021. Vilnius : Vilnius University Press, 2021. ISBN 9786090706732. eISBN 9786090706749. p. 48. DOI: 10.15388/DAMSS.12.2021.
24Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Trakymas, Mantas; Naruševičiūtė, Ieva; Briedienė, Rūta. Investigation of abnormal prostate region detection using different modality combinations of mpMRI scans // DAMSS: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021. Vilnius : Vilnius University Press, 2021. ISBN 9786090706732. eISBN 9786090706749. p. 26. DOI: 10.15388/DAMSS.12.2021.
25Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Briedienė, Rūta; Naruševičiūtė, Ieva; Trakymas, Mantas. Investigation of MRI prostate localization using different MRI modality scans // 2020 IEEE 8th Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE), 22-24 April 2021, Vilnius. Piscataway, NJ : IEEE., 2021. ISBN 9781665430876. eISBN 9781665425384. eISSN 2689-7342. p. [1-5]. DOI: 10.1109/AIEEE51419.2021.9435797.
26Markevičiūtė, Jurgita; Bernatavičienė, Jolita; Levulienė, Rūta; Medvedev, Viktor; Treigys, Povilas; Venskus, Julius. Attention-based and time series models for short-term forecasting of COVID-19 spread // CMC-Computers, materials & continua. Henderson, NV : TECH Science Press. ISSN 1546-2218. eISSN 1546-2226. 2022, vol. 70, no. 1, p. 695-714. DOI: 10.32604/cmc.2022.018735.
27Virbukaitė, Sandra; Bernatavičienė, Jolita. Deep learning methods for glaucoma identification using digital fundus images // Baltic journal of modern computing. Rīga : University of Latvia. ISSN 2255-8942. eISSN 2255-8950. 2020, vol. 8, iss. 4, p. 520-530. DOI: 10.22364/bjmc.2020.8.4.03.
28Tamulevičius, Gintautas; Korvel, Gražina; Yayak, Anil Bora; Treigys, Povilas; Bernatavičienė, Jolita; Kostek, Božena. A study of cross-linguistic speech emotion recognition based on 2D feature spaces // Electronics. Basel : MDPI AG. ISSN 2079-9292. eISSN 2079-9292. 2020, vol. 9, iss. 10, art. no. 1725, p. [1-13]. DOI: 10.3390/electronics9101725.
29Toliušis, Ričardas; Kurasova, Olga; Bernatavičienė, Jolita. Akies dugno nuotraukų semantinis segmentavimas naudojant konvoliucinius neuroninius tinklus = Semantic segmentation of eye fundus images using convolutional neural networks // Informacijos mokslai. Vilnius : Vilniaus universiteto leidykla. ISSN 1392-0561. eISSN 1392-1487. 2019, t. 85, p. 135-147. DOI: 10.15388/Im.2019.85.20.
30Dzemyda, Gintautas; Bernatavičienė, Jolita; Kacprzyk, Janusz. Preface // Data science: new issues, challenges and applications / Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz (Eds.) : Springer, 2020. ISBN 9783030392499. eISBN 9783030392505. p. V-XII. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 869). Prieiga per internetą: <https://link.springer.com/content/pdf/bfm%3A978-3-030-39250-5%2F1.pdf>.
31Treigys, Povilas; Korvel, Gražina; Tamulevičius, Gintautas; Bernatavičienė, Jolita; Kostek, Bożena. Investigating feature spaces for isolated word recognition // Data science: new issues, challenges and applications / Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz (Eds.). Cham : Springer, 2020. ISBN 9783030392499. eISBN 9783030392505. p. 165-181. (Studies in computational intelligence, ISSN 1860-949X, eISSN 1860-9503 ; 869). DOI: 10.1007/978-3-030-39250-5_9.
32Dzemyda, Gintautas (redaktorius); Bernatavičienė, Jolita (redaktorius); Kacprzyk, Janusz (redaktorius). Data science: New issues, Challenges and applications / Editors: Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz. Cham : Springer, 2020. 331 p. (Studies in computational intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 869). ISBN 9783030392499. eISBN 9783030392505. DOI: 10.1007/978-3-030-39250-5.
33Venskus, Julius; Treigys, Povilas; Bernatavičienė, Jolita; Markevičiūtė, Jurgita. Detecting Maritime traffic anomalies with long-short term memory recurrent neural network // 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. eISBN 9786090703250. p. 89. DOI: 10.15388/Proceedings.2019.8.
34Toliušis, Ričardas; Kurasova, Olga; Bernatavičienė, Jolita. Eye blood vessel segmentation Using convolutional neural networks // 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. eISBN 9786090703250. p. 85. DOI: 10.15388/Proceedings.2019.8.
35Tamulevičius, Gintautas; Korvel, Gražina; Bernatavičienė, Jolita; Treigys, Povilas. The impact of data augmentation based on white noise for noise-robust CNN-based speech recognition // 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. eISBN 9786090703250. p. 83-84. DOI: 10.15388/Proceedings.2019.8.
36Navickas, Gediminas; Korvel, Gražina; Bernatavičienė, Jolita. Overview of speech synthesis using LSTM neural networks // Computer data analysis and modeling: stochastics and data science : proceedings of the XII international conference, Minsk, September 18-22, 2019: Proceedings of the XII International Conference, Minsk Spet. 18-22, 2019. Minsk : Belarusian State University, 2019. ISBN 9789855668115. p. 257-261. Prieiga per internetą: <http://elib.bsu.by/handle/123456789/233315>.
37Venskus, Julius; Treigys, Povilas; Bernatavičienė, Jolita; Tamulevičius, Gintautas; Medvedev, Viktor. Real-time maritime traffic anomaly detection based on sensors and history data embedding // Sensors. Basel : MDPI. ISSN 1424-8220. 2019, vol. 19, no. 17, art. no. 3782, p. 1-10. DOI: 10.3390/s19173782.
38Korvel, Gražina; Treigys, Povilas; Tamulevičius, Gintautas; Bernatavičienė, Jolita; Kostek, Bozena. Analysis of 2D feature spaces for deep learning-based speech recognition // Journal of the audio engineering society. New York : Audio engineering society. ISSN 1549-4950. 2018, vol. 66, no 12, p. 1072-1081. DOI: 10.17743/jaes.2018.0066.
39Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, Alvydas; Stabingienė, Lijana; Treigys, Povilas; Vaičaitienė, Ramutė. Adaptive eye fundus vessel classification for automatic artery and vein diameter ratio evaluation // Informatica. Vilnius : Vilniaus universitetas Matematikos ir informatikos institutas. ISSN 0868-4952. eISSN 1822-8844. 2018, vol. 29, no 4, p. 757-771. DOI: 10.15388/Informatica.2018.191.
40Venskus, Julius; Treigys, Povilas; Bernatavičienė, Jolita; Andziulis, Arūnas. Aspects of data collection for abnormal marine transport evaluation // DAMSS 2018 : 10th international workshop on "Data analysis methods for software systems", Druskininkai, Lithuania, November 29 - December 1, 2018 : [abstract book]. Vilnius : Vilniaus universitetas, 2018. ISBN 9786090700433. p. 88. Prieiga per internetą: <https://www.mii.lt/datamss/files/DAMSS_2018_1.pdf>.
41Korvel, Gražina; Tamulevičius, Gintautas; Treigys, Povilas; Bernatavičienė, Jolita; Kostek, Bozena. Investigating feature spaces for isolated word recognition // DAMSS 2018 : 10th international workshop on "Data analysis methods for software systems", Druskininkai, Lithuania, November 29 - December 1, 2018 : [abstract book]. Vilnius : Vilniaus universitetas, 2018. ISBN 9786090700433. p. 47. Prieiga per internetą: <https://www.mii.lt/datamss/files/DAMSS_2018_1.pdf>.
42Morkūnas, Mindaugas; Treigys, Povilas; Bernatavičienė, Jolita; Laurinavičius, Arvydas; Korvel, Gražina. Machine learning based classification of colorectal cancer tumour tissue in whole-slide images // Informatica. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas. ISSN 0868-4952. eISSN 1822-8844. 2018, vol. 29, no. 1, p. 75-90. DOI: 10.15388/Informatica.2018.158.
43Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, A.; Vaičaitienė, R.; Stabingienė, Lijana. Automatic artery vein ratio measurements in eye fundus images // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS) : Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : VIlniaus universitetas, 2017. ISBN 9789986680642. p. 45-46. DOI: 10.15388/DAMSS.2017.
44Venskus, Julius; Treigys, Povilas; Bernatavičienė, Jolita; Medvedev, Viktor. Retraining strategies of modified SOM for abnormal marine traffic detection // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : VIlniaus universitetas, 2017. ISBN 9789986680642. p. 54. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2017.pdf>.
45Morkūnas, Mindaugas; Treigys, Povilas; Bernatavičienė, Jolita; Laurinavičius, Arvydas. Impact of colour on colorectal cancer tissue classification in hematoxylin and eosin stained histological images // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : Vilniaus universitetas, 2017. ISBN 9789986680642. p. 35-36. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2017.pdf>.
46Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, Alvydas; Treigys, Povilas; Ramutė, Vaičaitienė; Stabingienė, Lijana. Automatization of eye fundus vessel width measurements // VipIMAGE 2017 : proceedings of the VI ECCOMAS thematic conference on computational vision and medical image processing : Porto, Portugal, October 18-20, 2017 / eds.: João Manuel R.S. Tavares, R.M. Natal Jorge. Cham : Springer Nature, 2018. ISBN 9783319681948. eISBN 9783319681955. p. 787-796. (Lecture notes in computational vision and biomechanics, ISSN 2212-9391, eISSN 2212-9413 ; vol. 27). DOI: 10.1007/978-3-319-68195-5_85.
47Venskus, Julius; Treigys, Povilas; Bernatavičienė, Jolita; Medvedev, Viktor; Voznak, Miroslav; Kurmis, Mindaugas; Bulbenkienė, Violeta. Integration of a self-organizing map and a virtual pheromone for real-time abnormal movement detection in marine traffic // Informatica. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas. ISSN 0868-4952. eISSN 1822-8844. 2017, vol. 28, no. 2, p. 359-374. DOI: 10.15388/Informatica.2017.133.
48Medvedev, Viktor; Kurasova, Olga; Bernatavičienė, Jolita; Treigys, Povilas; Marcinkevičius, Virginijus; Dzemyda, Gintautas. A new web-based solution for modelling data mining processes // Simulation modelling practice and theory. Amsterdam : Elsevier Science. ISSN 1569-190X. eISSN 1878-1462. 2017, Vol. 76, p. 34-46. DOI: 10.1016/j.simpat.2017.03.001.
49Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Briedienė, Rūta; Naruševičiūtė, Ieva; Dzemyda, Gintautas; Medvedev, Viktor. Automated 2D segmentation of prostate in T2-weighted MRI scans // International journal of computers communications & control. Oradea : Universitatea Agora. ISSN 1841-9836. eISSN 1841-9844. 2017, Vol. 12, No. 1, p. 53-60. Prieiga per internetą: <http://univagora.ro/jour/index.php/ijccc/article/view/2783/1059>.
50Stabingis, Giedrius; Bernatavičienė, Jolita; Treigys, Povilas; Paunksnis, Alvydas; Vaičaitienė, R.; Medvedev, Viktor. Automated blood vessels diameter measurement in eye fundus images // Data analysis methods for software systems : 8th international workshop on data analysis methods for software systems, Druskininkai, December 1-3, 2016. Vilnius : Vilniaus universiteto leidykla, 2016. ISBN 9789986680611. p. 55-56. DOI: 10.15388/DAMSS.2016.
51Jucevičius, Justinas; Treigys, Povilas; Briedienė, Rūta; Naruševičiūtė, I.; Bernatavičienė, Jolita. Comparative analysis of abnormal prostate region detection algorithms in mpMRI scans // Data analysis methods for software systems : 8th international workshop on data analysis methods for software systems, Druskininkai, December 1-3, 2016. Vilnius : Vilniaus universiteto leidykla, 2016. ISBN 9789986680611. p. 26-27. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2016_abstract_el_v_.pdf>.
52Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus; Medvedev, Viktor; Treigys, Povilas. Cloud computing approach for intelligent visualization of multidimensional data // Advances in stochastic and deterministic global optimization / Editors: Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas. - Ser.: Springer optimization and its applications. ISSN 1931-6828. Vol. 107. Cham : Springer International Publishing Switzerland, 2016. ISBN 9783319299730. p. 73-85. DOI: 10.1007/978-3-319-29975-4_5.
53Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Briedienė, Rūta; Naruševičiūtė, Ieva. Localization of prostate in T2W MRI scans // EURO 2016: 28th European conference on operational research, Poznań 3-6.07.2016 : conference handbook. Poznań : Poznań University of Technology. 2016, p. 266. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro28.pdf>.
54Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, Alvydas; Stabingis, Giedrius; Treigys, Povilas. Automated blood vessel detection and pathological changes identification in eye fundus images // EURO 2016: 28th European conference on operational research, Poznań 3-6.07.2016 : conference handbook. Poznań : Poznań University of Technology. 2016, p. 155. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro28.pdf>.
55Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Imbrasienė, Daiva; Paunksnis, Alvydas. Automated classification of arteries and veins in the retinal blood vasculature // Computer data analysis and modeling: theoretical and applied stochastics : proceedings of the XI International conference, Minsk, September 6-10, 2016. Minsk : Publishing center of BSU, 2016. ISBN 9789855533666. p. 64-67. Prieiga per internetą: <http://www.elib.bsu.by/bitstream/123456789/158360/1/Stabingis_Bernataviciene_Dzemyda.pdf>.
56Naruševičiūtė, Ieva; Briedienė, Rūta; Letautienė, Simona Rūta; Grigienė, Rūta; Ulys, Albertas; Bernatavičienė, Jolita; Treigys, Povilas. Priešoperacinės magnetinio rezonanso tomografijos reikšmė prostatos naviko t dydžiui nustatyti = The significance of preoperative magnetic resonance tomography for prostate cancer T stage evaluation // Medicinos teorija ir praktika. Vilnius : VšĮ „Medicinos mintis“. ISSN 1392-1312. 2015, T. 21, Nr. 4.1, p. 612-617.
57Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Imbrasienė, Daiva; Paunksnis, Alvydas; Slavinskytė, Viktorija; Treigys, Povilas. Automated blood vessel detection and characteristic evaluation in eye fundus images // 7th International Workshop "Data analysis methods for software systems" – DAMSS : Druskininkai, Lithuania, December 3-5, 2015 / Lithuanian Computer Society. Vilnius University Institute of Mathematics and Informatics. Lithuanian Academy of Sciences. Druskininkai : Vilnius University, 2015. ISBN 9789986680581. p. 48-48. Prieiga per internetą: <http://www.mii.lt/datamss/files/liks_mii_drusk_2015_abstract_last_1.pdf>.
58Treigys, Povilas; Bernatavičienė, Jolita; Briedienė, Rūta; Naruševičiūtė, Ieva. Computer-aided localisation and characterisation of prostate cancer in mpMRI // ASMDA 2015 : 16th Applied Stochastic Models and Data Analysis International Conference with 4th Demographics 2015 Workshop, 30 June - 4 July 2015 : book of abstracts / eds.: Yiannis Dimotikalis, Sotiris Bersimis. e-ISBN 97861851800401. Piraeus : International Society for the Advancement of Science and Technology, 2015. ISBN 9786185180034. p. 164.
59Bernatavičienė, Jolita; Dzemyda, Gintautas; Bazilevičius, Gediminas; Medvedev, Viktor; Marcinkevičius, Virginijus; Treigys, Povilas. Method for visual detection of similarities in medical streaming data // International journal of computers communications & control. Oradea : Universitatea Agora. ISSN 1841-9836. 2015, Vol. 10, no. 1, p. 8-21. DOI: 10.15837/ijccc.2015.1.1310.
60Bernatavičienė, Jolita; Dzemyda, Gintautas; Bazilevičius, Gediminas; Medvedev, Viktor; Marcinkevičius, Virginijus; Treigys, Povilas. Visual method of streaming data similarity estimation // Data analysis methods for software systems : 6th International Workshop : [abstracts book], Druskininkai, Lithuania, December 4-6, 2014. [Vilnius], 2014. ISBN 9789986680505. p. 15.
61Bernatavičienė, Jolita; Kurasova, Olga; Marcinkevičius, Virginijus; Medvedev, Viktor; Podgorni, Piotr; Treigys, Povilas. Deterministic methods for a production effectiveness navigator // Baltic journal of modern computing. Riga : University of Latvia. ISSN 2255-8942. 2014, Vol. 2, no. 1, p. 1-15. Prieiga per internetą: <http://www.bjmc.lu.lv/fileadmin/user_upload/lu_portal/projekti/bjmc/Contents/2_1_1_Bernataviciene.pdf>.
62Bernatavičienė, Jolita; Bazilevičius, Gediminas; Dzemyda, Gintautas; Medvedev, Viktor. Comparative analysis of similarity measures for medical streaming data // Computer data analysis and modeling: theoretical and applied stochatics : proceedings of the 10th international conference, Minsk, September 10-14. Vol. 1. Minsk : Publishing center of BSU, 2013. ISBN 9789855531372. p. 17-20. Prieiga per internetą: <http://elib.bsu.by/bitstream/123456789/51926/1/17-20.pdf>.
63Buteikienė, Dovilė; Paunksnis, Alvydas; Barzdžiukas, Valerijus; Bernatavičienė, Jolita; Marcinkevičius, Virginijus; Treigys, Povilas. Assessment of the optic nerve disc and excavation parameters of interactive and automated parameterization methods // Informatica / Matematikos ir informatikos institutas. Vilnius : Lietuvos mokslų akademijos leidykla. ISSN 0868-4952. 2012, Vol. 23, no. 3, p. 335-355. Prieiga per internetą: <http://www.mii.lt/informatica/pdf/INFO874.pdf>.
64Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Barzdžiukas, Valerijus; Buteikienė, Dovilė; Paunksnis, Alvydas. Rule induction for ophthalmological data classification // The 20th international conference EURO mini conference "Continuous optimization and knowledge-based technologies" EurOPT'2008 : May 20-23, 2008, Neringa, Lithuania : selected papers. Vilnius : Technika, 2008. ISBN 9789955282839. P. 328-334.
65Bernatavičienė, Jolita; Dzemyda, Gintautas; Marcinkevičius, Virginijus. Diagonal majorization algorithm: properties and efficiency // Information technology and control. ISSN 1392-124X. 2007, Vol. 36, no. 4, p. 353-358. Prieiga per internetą: <http://itc.ktu.lt/itc364/Bernat364.pdf>.
66Bernatavičienė, Jolita; Dzemyda, Gintautas; Marcinkevičius, Virginijus. Conditions for optimal efficiency of relative MDS = Reliatyvaus daugiamačių skalių algoritmo efektyvaus veikimo sąlygos // Informatica. ISSN 0868-4952. 2007, Vol. 18, no. 2, p. 187-202. Prieiga per internetą: <http://iospress.metapress.com/link.asp?id=455395463065k057>.
67Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Vainoras, Alfonsas. Integration of classification and visualization for diagnosis decisions // International journal of information technology and intelligent computing. ISSN 1895-8648. 2006, Vol. 1, no. 1, p. 57-68.
68Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Strategies of selecting the basic vector set in the relative MDS = Bazinių vektorių parinkimo strategijų analizė, taikant santykinį daugiamačių skalių metodą // Ūkio technologinis ir ekonominis vystymas. ISSN 1392-8619. 2006, Vol. 12, no. 4, p. 283-288. Prieiga per internetą: <http://www.tede.vgtu.lt/upload/ukis_zurn/04_2006_nr4.pdf>.
69Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Decision support for preliminary medical diagnosis integrating the data mining methods // Simulation and optimisation in business and industry: international conference on operational research, May 17-20, 2006 Tallinn, Estonia. Kaunas : Technologija, 2006. ISBN 9955250615. p. 155-160.
70Bernatavičienė, Jolita; Šaltenis, Vydūnas. Correction of distances in the visualization of multidimensional data // Series on computers and operations research. Vol. 7, Computer aided methods in optimal design and operations. New Jersey ... [etc.] : World Scientific, 2006. ISBN 981256909X. p. 159-168.
71Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Optimal decisions in combining the SOM with nonlinear projection methods // European journal of operational research. ISSN 0377-2217. 2006, Vol. 173, iss. 3, p. 729-745. DOI: 10.1016/j.ejor.2005.05.030.
72Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus; Šaltenis, Vydūnas; Tiešis, Vytautas. Visualization and analysis of the eye fundus parameters // Proceedings of the 6th Nordic conference on eHealth and telemedicine NCeHT2006 : 31 August - 1 September 2006, Finlandia Hall, Helsinki, Finland. Helsinki. 2006, p. 267-268. Prieiga per internetą: <http://www.nceht2006.org/NCeHT2006_Proceedings_.pdf>.
73Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus; Medvedev, Viktor. The problem of visual analysis of multidimensional medical data // Springer optimization and its applications. Vol. 4, Models and algorithms for global optimization. New York : Springer, 2007. ISBN 0387367209. p. 277-298. DOI: 10.1007/978-0-387-36721-7_17.
74Dzemyda, Gintautas; Bernatavičienė, Jolita; Kurasova, Olga; Marcinkevičius, Virginijus. Minimization of the mapping error using coordinate descent // WSCG'2005 : the 13-th International conference in Central Europe on computer graphics, visualization and computer vision 2005 in co-operation with Eurographics. Plzen : University of West Bohemia, 2005. ISBN 8090310095. p. 169-172. Prieiga per internetą: <http://wscg.zcu.cz/wscg2005/Papers_2005/Short/B43-full.pdf>.
75Bernatavičienė, Jolita; Šaltenis, Vydūnas. Atstumų koregavimas vizualizuojant daugiamačius duomenis = Correction of distances in visualization of multidimensional data // Informacinės technologijos 2005 : konferencijos pranešimų medžiaga, [2005 m. sausio 26-27 d., Kaunas, Lietuva]. T. 1. Kaunas : Technologija, 2005. ISBN 9955097884. P. 102-107. Prieiga per internetą: <http://internet.ktu.lt/lt/mokslas/konf05/konf_02/IT2005/Sekc03.pdf>.
76Bernatavičienė, Jolita; Berškienė, Kristina; Ašeriškytė, Dovilė; Dzemyda, Gintautas; Vainoras, Alfonsas; Navickas, Zenonas. Fraktalinių dimensijų biomedicininio informatyvumo analizė = Fraktalinių dimensijų biomedicininio informatyvumo analizė // Biomedicininė inžinerija : tarptautinės konferencijos pranešimų medžiaga = proceedings of international conference, Kauno technologijos universitetas, 2005 m. spalio 27-28. Kaunas : Technologija, 2005. ISBN 995509950X. p. 27-31.
77Dzemyda, Gintautas; Bernatavičienė, Jolita; Kurasova, Olga; Marcinkevičius, Virginijus. Sammono projekcijos paklaidos minimizavimo strategijos = Strategies of minimization of Sammon's mapping error // Lietuvos matematikos rinkinys. ISSN 0132-2818. 2004, T. 44, spec, Nr, p. 628-633.