Olga Kurasova

59 papers B 2C 2Misc 5Journal 35Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A decision-making framework for user authentication using keystroke dynamics.
Comput. Secur.
Viktor Medvedev, Arnoldas Budzys, Olga Kurasova
2025 J jnl
Deep learning-based aggregate analysis to identify cut-off points for decision-making in pancreatic cancer detection.
Expert Syst. J. Knowl. Eng.
Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev, Ausra Suboniene, Aiste Kielaite-Gulla, Arturas Samuilis, Dziugas Jagminas, Kestutis Strupas
2025 J jnl
Integrating deep learning and data fusion for advanced keystroke dynamics authentication.
Comput. Stand. Interfaces
Arnoldas Budzys, Olga Kurasova, Viktor Medvedev
2025 B conf
Poster: Targeted Evasion of Malware Detection Using Adversarial Machine Learning.
NCA
Olga Kurasova, Viktor Medvedev, Juozapas Rokas Cypas, Juozas Dautartas
2024 J jnl
Data Augmentation for Classification of Multi-Domain Tension Signals.
Informatica
Tadas Zvirblis, Armantas Piksrys, Damian Bzinkowski, Miroslaw Rucki, Arturas Kilikevicius, Olga Kurasova
2024 J jnl
Deep learning-based authentication for insider threat detection in critical infrastructure.
Artif. Intell. Rev.
Arnoldas Budzys, Olga Kurasova, Viktor Medvedev
2024 Misc conf
Evaluation of Deep Learning-Based Models for Recognition of Skydiving Formations.
DB&IS
Algimantas Skuodis, Olga Kurasova
2024 J jnl
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey.
CoRR
Rokas Gipiskis, Chun-Wei Tsai, Olga Kurasova
2024 J jnl
Explainable AI (XAI) in image segmentation in medicine, industry, and beyond: A survey.
ICT Express
Rokas Gipiskis, Chun-Wei Tsai, Olga Kurasova
2024 J jnl
Exploring Multidimensional Embeddings for Decision Support Using Advanced Visualization Techniques.
Informatics
Olga Kurasova, Arnoldas Budzys, Viktor Medvedev
2023 J jnl
AutoML-Based Neural Architecture Search for Object Recognition in Satellite Imagery.
Remote. Sens.
Povilas Gudzius, Olga Kurasova, Vytenis Darulis, Ernestas Filatovas
2023 — conf
Behavioral Biometrics Authentication in Critical Infrastructure Using Siamese Neural Networks.
HCI (35)
Arnoldas Budzys, Olga Kurasova, Viktor Medvedev
2022 J jnl
Approach for Multi-Label Text Data Class Verification and Adjustment Based on Self-Organizing Map and Latent Semantic Analysis.
Informatica
Pavel Stefanovic, Olga Kurasova
2022 — conf
Techniques Involved in the Development of the New Dataset for Anomaly Detection in Computer Networks.
WorldCIST (1)
Zydrunas Vaisnoras, Olga Kurasova
2021 J jnl
Deep learning-based object recognition in multispectral satellite imagery for real-time applications.
Mach. Vis. Appl.
Povilas Gudzius, Olga Kurasova, Vytenis Darulis, Ernestas Filatovas
2020 J jnl
Emotional, affective and biometrical states analytics of a built environment.
Eng. Appl. Artif. Intell.
Arturas Kaklauskas, Ajith Abraham, Gintautas Dzemyda, Saulius Raslanas, Mark Seniut, Ieva Ubarte, Olga Kurasova, Arune Binkyte-Veliene, Justas Cerkauskas
2020 J jnl
Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement.
IEEE Access
Grazina Korvel, Krzysztof Kakol, Olga Kurasova, Bozena Kostek
2020 J jnl
Prediction of Flight Time Deviation for Lithuanian Airports Using Supervised Machine Learning Model.
Comput. Intell. Neurosci.
Pavel Stefanovic, Rokas Strimaitis, Olga Kurasova
2019 — conf
An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics.
ICETE (1)
Grazina Korvel, Olga Kurasova, Bozena Kostek
2019 C conf
Convolutional neural network hyperparameters designed for highest object recognition accuracy in satellite imagery.
DATA
Povilas Gudzius, Olga Kurasova, Ernestas Filatovas
2019 J jnl
Hyperspectral Image Classification Using Isomap with SMACOF.
Informatica
Francisco José Orts Gómez, Gloria Ortega, Ernestas Filatovas, Olga Kurasova, Gracia Ester Martín Garzón
2019 J jnl
Improving the energy efficiency of SMACOF for multidimensional scaling on modern architectures.
J. Supercomput.
Francisco José Orts Gómez, Ernestas Filatovas, Gloria Ortega, Olga Kurasova, Ester M. Garzón
2019 C conf
Optimal U-Net Architecture for Object Recognition Problems in Multispectral Satellite Imagery.
AICCSA
Povilas Gudzius, Olga Kurasova, Ernestas Filatovas
2018 Misc conf
Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling.
MISSI
Grazina Korvel, Olga Kurasova, Bozena Kostek
2018 J jnl
Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling.
Int. J. Comput. Commun. Control
Grazina Korvel, Bozena Kostek, Olga Kurasova
2018 J jnl
Dimensionality Reduction Methods: The Comparison Of Speed And Accuracy.
Inf. Technol. Control.
Jelena Zubova, Olga Kurasova, Marius Liutvinavicius
2018 J jnl
Multi-level Massive Data Visualization: Methodology and Use Cases.
Balt. J. Mod. Comput.
Jelena Liutvinaviciene, Olga Kurasova
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
A preference-based multi-objective evolutionary algorithm R-NSGA-II with stochastic local search.
Central Eur. J. Oper. Res.
Ernestas Filatovas, Algirdas Lancinskas, Olga Kurasova, Julius Zilinskas
2016 J jnl
Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support.
Complex Syst. Informatics Model. Q.
Gintautas Dzemyda, Viktor Medvedev, Audrone Lupeikiene, Olga Kurasova, Albertas Caplinskas
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
2016 — ch.
Cloud Technologies: A New Level for Big Data Mining.
Resource Management for Big Data Platforms
Viktor Medvedev, Olga Kurasova
2016 — conf
Parallel Computing for Dimensionality Reduction.
ICIST
Jelena Zubova, Marius Liutvinavicius, Olga Kurasova
2016 — conf
Quality Prediction of Compressed Images via Classification.
IP&C
Jevgenij Tichonov, Olga Kurasova, Ernestas Filatovas
2015 J jnl
A Visualization Technique for Accessing Solution Pool in Interactive Methods of Multiobjective Optimization.
Int. J. Comput. Commun. Control
Ernestas Filatovas, Dmitry Podkopaev, Olga Kurasova
2015 — conf
Decision Support via Big Multidimensional Data Visualization.
BIR Workshops
Audrone Lupeikiene, Viktor Medvedev, Olga Kurasova, Albertas Caplinskas, Gintautas Dzemyda
2015 J jnl
Swarm Intelligence for Frequency Management in Smart Grids.
Informatica
Jose Evora, Jose Juan Hernandez, Mario Hernández, Gintautas Dzemyda, Olga Kurasova, Enrique Kremers
2015 J jnl
Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization.
Informatica
Ernestas Filatovas, Olga Kurasova, Karthik Sindhya
2014 J jnl
Creation of Text Document Matrices and Visualization by Self-Organizing Map.
Inf. Technol. Control.
Pavel Stefanovic, Olga Kurasova
2014 J jnl
Genetic Algorithm for VRP with Constraints Based on Feasible Insertion.
Informatica
Gintaras Vaira, Olga Kurasova
2014 B conf
Strategies for Big Data Clustering.
ICTAI
Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Aurimas Rapecka, Pavel Stefanovic
2013 J jnl
Visualization of Pareto Front Points when Solving Multi-objective Optimization Problems.
Inf. Technol. Control.
Olga Kurasova, Tomas Petkus, Ernestas Filatovas
2012 — conf
Data Mining Applications in Healthcare Theory vs Practice.
DB&Local Proceedings
Olegas Niaksu, Olga Kurasova
2011 J jnl
A decision support system for solving multiple criteria optimization problems.
Informatics Educ.
Ernestas Filatovas, Olga Kurasova
2011 J jnl
Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks.
Informatica
Viktor Medvedev, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
2011 — conf
Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps.
WSOM
Pavel Stefanovic, Olga Kurasova
2011 J jnl
Integration of the Self-Organizing Map and Neural gas with Multidimensional Scaling.
Inf. Technol. Control.
Olga Kurasova, Alma Molyte
2011 J jnl
Quality of Quantization and Visualization of Vectors Obtained by Neural Gas and Self-Organizing Map.
Informatica
Olga Kurasova, Alma Molyte
2010 Misc conf
Parallel Bidirectional Dijkstra's Shortest Path Algorithm.
DB&IS
Gintaras Vaira, Olga Kurasova
2009 — conf
Combination of Vector Quantization and Visualization.
MLDM
Olga Kurasova, Alma Molyte
2007 — ch.
Dimension Reduction and Data Visualization Using Neural Networks.
Emerging Artificial Intelligence Applications in Computer Engineering
Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev
2007 — conf
Dimensionality Problem in the Visualization of Correlation-Based Data.
ICANNGA (2)
Gintautas Dzemyda, Olga Kurasova
2007 — conf
Parameter System for Human Physiological Data Representation and Analysis.
IbPRIA (1)
Olga Kurasova, Gintautas Dzemyda, Alfonsas Vainoras
2006 J jnl
Heuristic approach for minimizing the projection error in the integrated mapping.
Eur. J. Oper. Res.
Gintautas Dzemyda, Olga Kurasova
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
2004 Misc conf
Parallelization of the SOM-Based Integrated Mapping.
ICAISC
Gintautas Dzemyda, Olga Kurasova
2003 Misc conf
Visualization of Multidimensional Data Taking into Account the Learning Flow of the Self-Organizing Neural Network.
WSCG
Gintautas Dzemyda, Olga Kurasova
2002 J jnl
Comparative Analysis of the Graphical Result Presentation in the SOM Software.
Informatica
Gintautas Dzemyda, Olga Kurasova