Jolita Bernataviciene

20 papers C 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Advancements in prostate zone segmentation: integrating attention mechanisms into the nnU-Net framework.
Mach. Learn. Sci. Technol.
Aleksas Vaitulevicius, Jolita Bernataviciene, Jurgita Markeviciute, Ieva Naruseviciute, Mantas Trakymas, Povilas Treigys
2024 — conf
Enhancing Arrhythmia Detection Using an Ensemble of Transformer Models for Heartbeat Classification.
LOD (2)
Jaune Malukaite, Povilas Treigys, Jolita Bernataviciene
2024 J jnl
Glaucoma Identification Using Convolutional Neural Networks Ensemble for Optic Disc and Cup Segmentation.
IEEE Access
Sandra Virbukaite, Jolita Bernataviciene, Daiva Imbrasiene
2023 C conf
Deep Neural Networks application for Cup-to-Disc ratio estimation in eye fundus images.
FedCSIS
Sandra Virbukaite, Jolita Bernataviciene
2023 J jnl
Usage of Isotropic MRI Images Impoves Prostate Cancer Localization Results.
Balt. J. Mod. Comput.
Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Mantas Trakymas, Ieva Naruseviciute
2022 J jnl
An Overview of Lithuanian Intonation: A Linguistic and Modelling Perspective.
Informatica
Gerda Ana Melnik-Leroy, Jolita Bernataviciene, Grazina Korvel, Gediminas Navickas, Gintautas Tamulevicius, Povilas Treigys
2022 — conf
Detecting Cancerous Regions in DCE MRI using Functional Data, XGboost and Neural Networks.
FedCSIS (Communication Papers)
Povilas Treigys, Aleksas Vaitulevicius, Jolita Bernataviciene, Jurgita Markeviciute, Ieva Naruseviciute, Mantas Trakymas
2020 J jnl
Deep Learning Methods for Glaucoma Identification Using Digital Fundus Images.
Balt. J. Mod. Comput.
Sandra Virbukaite, Jolita Bernataviciene
2019 J jnl
Real-Time Maritime Traffic Anomaly Detection Based on Sensors and History Data Embedding.
Sensors
Julius Venskus, Povilas Treigys, Jolita Bernataviciene, Gintautas Tamulevicius, Viktor Medvedev
2018 J jnl
Adaptive Eye Fundus Vessel Classification for Automatic Artery and Vein Diameter Ratio Evaluation.
Informatica
Giedrius Stabingis, Jolita Bernataviciene, Gintautas Dzemyda, Alvydas Paunksnis, Lijana Stabingiene, Povilas Treigys, Ramute Vaicaitiene
2018 J jnl
Machine Learning Based Classification of Colorectal Cancer Tumour Tissue in Whole-Slide Images.
Informatica
Mindaugas Morkunas, Povilas Treigys, Jolita Bernataviciene, Arvydas Laurinavicius, Grazina Korvel
2017 J jnl
A new web-based solution for modelling data mining processes.
Simul. Model. Pract. Theory
Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda
2017 J jnl
Automated 2D Segmentation of Prostate in T2-weighted MRI Scans.
Int. J. Comput. Commun. Control
Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Ruta Briediene, Ieva Naruseviciute, Gintautas Dzemyda, Viktor Medvedev
2017 J jnl
Integration of a Self-Organizing Map and a Virtual Pheromone for Real-Time Abnormal Movement Detection in Marine Traffic.
Informatica
Julius Venskus, Povilas Treigys, Jolita Bernataviciene, Viktor Medvedev, Miroslav Voznák, Mindaugas Kurmis, Violeta Bulbenkiene
2016 — ch.
Cloud Computing Approach for Intelligent Visualization of Multidimensional Data.
Advances in Stochastic and Deterministic Global Optimization
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Povilas Treigys
2015 J jnl
Method for Visual Detection of Similarities in Medical Streaming Data.
Int. J. Comput. Commun. Control
Jolita Bernataviciene, Gintautas Dzemyda, Gediminas Bazilevicius, Viktor Medvedev, Virginijus Marcinkevicius, Povilas Treigys
2012 J jnl
Assessment of the Optic Nerve Disc and Excavation Parameters of Interactive and Automated Parameterization Methods.
Informatica
Dovile Buteikiene, Alvydas Paunksnis, Valerijus Barzdziukas, Jolita Bernataviciene, Virginijus Marcinkevicius, Povilas Treigys
2007 J jnl
Conditions for Optimal Efficiency of Relative MDS.
Informatica
Jolita Bernataviciene, Gintautas Dzemyda, Virginijus Marcinkevicius
2006 J jnl
Optimal decisions in combining the SOM with nonlinear projection methods.
Eur. J. Oper. Res.
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
2005 — conf
Minimization of the Mapping Error using Coordinate Descent.
WSCG (Short Papers)
Gintautas Dzemyda, Jolita Bernataviciene, Olga Kurasova, Virginijus Marcinkevicius