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
1Navickas, 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>.
2Venskus, 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.
3Korvel, 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.
4Stabingis, 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.
5Venskus, 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>.
6Korvel, 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>.
7Morkūnas, 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.
8Stabingis, 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.
9Venskus, 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>.
10Morkūnas, 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>.
11Stabingis, 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.
12Venskus, 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. 2017, Vol. 28, No. 2, p. 359-374. Prieiga per internetą: <https://www.mii.lt/informatica/pdf/INFO1145.pdf>.
13Medvedev, 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.
14Jucevičius, 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>.
15Stabingis, 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. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2016_abstract_el_v_.pdf>.
16Jucevičius, 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>.
17Bernatavičienė, 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.
18Jucevičius, 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>.
19Bernatavičienė, 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>.
20Stabingis, 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>.
21Naruševičiūtė, 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. DOI: 10.15591/mtp.2015.096.
22Stabingis, 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>.
23Treigys, 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.
24Bernatavičienė, 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.
25Bernatavičienė, 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.
26Bernatavičienė, 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>.
27Bernatavičienė, 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>.
28Buteikienė, 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>.
29Bernatavičienė, 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. DOI: ISIP:BIE19.
30Bernatavičienė, 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. DOI: ISI:293JG.
31Bernatavičienė, 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. DOI: ISI:000247791500002.
32Bernatavičienė, 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.
33Bernatavičienė, 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>.
34Bernatavičienė, 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. DOI: ISIP:000238971600028.
35Bernatavičienė, 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. DOI: ISIP:000242333300017.
36Bernatavičienė, 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.
37Bernatavičienė, 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>.
38Bernatavičienė, 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.
39Dzemyda, 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>.
40Bernatavičienė, 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>.
41Bernatavičienė, 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.
42Dzemyda, 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.