Olga Kurasova

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 29

Top Topics

Satellite Imagery

Top Venues

Inf. Technol. Control.

Int. J. Comput. Commun. Control

Publications

Algimantas Skuodis, Olga Kurasova
Evaluation of Deep Learning-Based Models for Recognition of Skydiving Formations. DB&IS (2024)
Rokas Gipiskis, Chun-Wei Tsai, Olga Kurasova
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey. CoRR (2024)
Olga Kurasova, Arnoldas Budzys, Viktor Medvedev
Exploring Multidimensional Embeddings for Decision Support Using Advanced Visualization Techniques. Informatics 11 (2024)
Arnoldas Budzys, Olga Kurasova, Viktor Medvedev
Behavioral Biometrics Authentication in Critical Infrastructure Using Siamese Neural Networks. HCI (35) (2023)
Povilas Gudzius, Olga Kurasova, Vytenis Darulis, Ernestas Filatovas
AutoML-Based Neural Architecture Search for Object Recognition in Satellite Imagery. Remote. Sens. 15 (1) (2023)
Pavel Stefanovic, Olga Kurasova
Approach for Multi-Label Text Data Class Verification and Adjustment Based on Self-Organizing Map and Latent Semantic Analysis. Informatica 33 (1) (2022)
Zydrunas Vaisnoras, Olga Kurasova
Techniques Involved in the Development of the New Dataset for Anomaly Detection in Computer Networks. WorldCIST (1) (2022)
Povilas Gudzius, Olga Kurasova, Vytenis Darulis, Ernestas Filatovas
Deep learning-based object recognition in multispectral satellite imagery for real-time applications. Mach. Vis. Appl. 32 (4) (2021)
Arturas Kaklauskas, Ajith Abraham, Gintautas Dzemyda, Saulius Raslanas, Mark Seniut, Ieva Ubarte, Olga Kurasova, Arune Binkyte-Veliene, Justas Cerkauskas
Emotional, affective and biometrical states analytics of a built environment. Eng. Appl. Artif. Intell. 91 (2020)
Grazina Korvel, Krzysztof Kakol, Olga Kurasova, Bozena Kostek
Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement. IEEE Access 8 (2020)
Pavel Stefanovic, Rokas Strimaitis, Olga Kurasova
Prediction of Flight Time Deviation for Lithuanian Airports Using Supervised Machine Learning Model. Comput. Intell. Neurosci. 2020 (2020)
Grazina Korvel, Olga Kurasova, Bozena Kostek
An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics. ICETE (1) (2019)
Francisco José Orts Gómez, Gloria Ortega López, Ernestas Filatovas, Olga Kurasova, Gracia Ester Martín Garzón
Hyperspectral Image Classification Using Isomap with SMACOF. Informatica 30 (2) (2019)
Francisco José Orts Gómez, Ernestas Filatovas, Gloria Ortega López, Olga Kurasova, Ester M. Garzón
Improving the energy efficiency of SMACOF for multidimensional scaling on modern architectures. J. Supercomput. 75 (3) (2019)
Povilas Gudzius, Olga Kurasova, Ernestas Filatovas
Optimal U-Net Architecture for Object Recognition Problems in Multispectral Satellite Imagery. AICCSA (2019)
Povilas Gudzius, Olga Kurasova, Ernestas Filatovas
Convolutional neural network hyperparameters designed for highest object recognition accuracy in satellite imagery. DATA (2019)
Jelena Liutvinaviciene, Olga Kurasova
Multi-level Massive Data Visualization: Methodology and Use Cases. Balt. J. Mod. Comput. 6 (4) (2018)
Grazina Korvel, Olga Kurasova, Bozena Kostek
Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling. MISSI (2018)
Grazina Korvel, Bozena Kostek, Olga Kurasova
Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling. Int. J. Comput. Commun. Control 13 (5) (2018)
Jelena Zubova, Olga Kurasova, Marius Liutvinavicius
Dimensionality Reduction Methods: The Comparison Of Speed And Accuracy. Inf. Technol. Control. 47 (1) (2018)
Ernestas Filatovas, Algirdas Lancinskas, Olga Kurasova, Julius Zilinskas
A preference-based multi-objective evolutionary algorithm R-NSGA-II with stochastic local search. Central Eur. J. Oper. Res. 25 (4) (2017)
Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda
A new web-based solution for modelling data mining processes. Simul. Model. Pract. Theory 76 (2017)
Jelena Zubova, Marius Liutvinavicius, Olga Kurasova
Parallel Computing for Dimensionality Reduction. ICIST (2016)
Gintautas Dzemyda, Viktor Medvedev, Audrone Lupeikiene, Olga Kurasova, Albertas Caplinskas
Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support. Complex Syst. Informatics Model. Q. 6 (2016)
Jevgenij Tichonov, Olga Kurasova, Ernestas Filatovas
Quality Prediction of Compressed Images via Classification. IP&C (2016)
Ernestas Filatovas, Dmitry Podkopaev, Olga Kurasova
A Visualization Technique for Accessing Solution Pool in Interactive Methods of Multiobjective Optimization. Int. J. Comput. Commun. Control 10 (4) (2015)
Ernestas Filatovas, Olga Kurasova, Karthik Sindhya
Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization. Informatica 26 (1) (2015)
Jose Evora, Jose Juan Hernandez, Mario Hernandez, Gintautas Dzemyda, Olga Kurasova, Enrique Kremers
Swarm Intelligence for Frequency Management in Smart Grids. Informatica 26 (3) (2015)
Audrone Lupeikiene, Viktor Medvedev, Olga Kurasova, Albertas Caplinskas, Gintautas Dzemyda
Decision Support via Big Multidimensional Data Visualization. BIR Workshops (2015)
Pavel Stefanovic, Olga Kurasova
Creation of Text Document Matrices and Visualization by Self-Organizing Map. Inf. Technol. Control. 43 (1) (2014)
Gintaras Vaira, Olga Kurasova
Genetic Algorithm for VRP with Constraints Based on Feasible Insertion. Informatica 25 (1) (2014)
Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Aurimas Rapecka, Pavel Stefanovic
Strategies for Big Data Clustering. ICTAI (2014)
Olga Kurasova, Tomas Petkus, Ernestas Filatovas
Visualization of Pareto Front Points when Solving Multi-objective Optimization Problems. Inf. Technol. Control. 42 (4) (2013)
Olegas Niaksu, Olga Kurasova
Data Mining Applications in Healthcare Theory vs Practice. DB&Local Proceedings (2012)
Olga Kurasova, Alma Molyte
Quality of Quantization and Visualization of Vectors Obtained by Neural Gas and Self-Organizing Map. Informatica 22 (1) (2011)
Viktor Medvedev, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks. Informatica 22 (4) (2011)
Ernestas Filatovas, Olga Kurasova
A decision support system for solving multiple criteria optimization problems. Informatics Educ. 10 (2) (2011)
Olga Kurasova, Alma Molyte
Integration of the Self-Organizing Map and Neural gas with Multidimensional Scaling. Inf. Technol. Control. 40 (1) (2011)
Pavel Stefanovic, Olga Kurasova
Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps. WSOM (2011)
Gintaras Vaira, Olga Kurasova
Parallel Bidirectional Dijkstra's Shortest Path Algorithm. DB&IS (2010)
Olga Kurasova, Alma Molyte
Combination of Vector Quantization and Visualization. MLDM (2009)
Olga Kurasova, Gintautas Dzemyda, Alfonsas Vainoras
Parameter System for Human Physiological Data Representation and Analysis. IbPRIA (1) (2007)
Gintautas Dzemyda, Olga Kurasova
Dimensionality Problem in the Visualization of Correlation-Based Data. ICANNGA (2) (2007)
Gintautas Dzemyda, Olga Kurasova
Heuristic approach for minimizing the projection error in the integrated mapping. Eur. J. Oper. Res. 171 (3) (2006)
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
Optimal decisions in combining the SOM with nonlinear projection methods. Eur. J. Oper. Res. 173 (3) (2006)
Gintautas Dzemyda, Jolita Bernataviciene, Olga Kurasova, Virginijus Marcinkevicius
Minimization of the Mapping Error using Coordinate Descent. WSCG (Short Papers) (2005)
Gintautas Dzemyda, Olga Kurasova
Parallelization of the SOM-Based Integrated Mapping. ICAISC (2004)
Gintautas Dzemyda, Olga Kurasova
Visualization of Multidimensional Data Taking into Account the Learning Flow of the Self-Organizing Neural Network. WSCG (2003)
Gintautas Dzemyda, Olga Kurasova
Comparative Analysis of the Graphical Result Presentation in the SOM Software. Informatica 13 (3) (2002)