Olga Kurasova

According to our database, Olga Kurasova authored at least 50 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploring Multidimensional Embeddings for Decision Support Using Advanced Visualization Techniques.

Olga Kurasova, Arnoldas Budzys, Viktor Medvedev

Informatics, 2024

2023

AutoML-Based Neural Architecture Search for Object Recognition in Satellite Imagery.

Povilas Gudzius, Olga Kurasova, Vytenis Darulis, Ernestas Filatovas

Remote. Sens., January, 2023

Behavioral Biometrics Authentication in Critical Infrastructure Using Siamese Neural Networks.

Arnoldas Budzys, Olga Kurasova, Viktor Medvedev

Proceedings of the HCI for Cybersecurity, Privacy and Trust, 2023

2022

Approach for Multi-Label Text Data Class Verification and Adjustment Based on Self-Organizing Map and Latent Semantic Analysis.

Pavel Stefanovic, Olga Kurasova

Informatica, 2022

Techniques Involved in the Development of the New Dataset for Anomaly Detection in Computer Networks.

Zydrunas Vaisnoras, Olga Kurasova

Proceedings of the Information Systems and Technologies, 2022

2021

Deep learning-based object recognition in multispectral satellite imagery for real-time applications.

Povilas Gudzius, Olga Kurasova, Vytenis Darulis, Ernestas Filatovas

Mach. Vis. Appl., 2021

2020

Emotional, affective and biometrical states analytics of a built environment.

Arturas Kaklauskas, Ajith Abraham, Gintautas Dzemyda, Saulius Raslanas, Mark Seniut, Ieva Ubarte, Olga Kurasova, Arune Binkyte-Veliene, Justas Cerkauskas

Eng. Appl. Artif. Intell., 2020

Prediction of Flight Time Deviation for Lithuanian Airports Using Supervised Machine Learning Model.

Pavel Stefanovic, Rokas Strimaitis, Olga Kurasova

Comput. Intell. Neurosci., 2020

Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement.

Grazina Korvel, Krzysztof Kakol, Olga Kurasova, Bozena Kostek

IEEE Access, 2020

2019

Improving the energy efficiency of SMACOF for multidimensional scaling on modern architectures.

Francisco José Orts Gómez, Ernestas Filatovas, Gloria Ortega López, Olga Kurasova, Ester M. Garzón

J. Supercomput., 2019

Hyperspectral Image Classification Using Isomap with SMACOF.

Francisco José Orts Gómez, Gloria Ortega López, Ernestas Filatovas, Olga Kurasova, Gracia Ester Martín Garzón

Informatica, 2019

An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics.

Grazina Korvel, Olga Kurasova, Bozena Kostek

Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

Convolutional neural network hyperparameters designed for highest object recognition accuracy in satellite imagery.

Povilas Gudzius, Olga Kurasova, Ernestas Filatovas

Proceedings of the Second International Conference on Data Science, 2019

Optimal U-Net Architecture for Object Recognition Problems in Multispectral Satellite Imagery.

Povilas Gudzius, Olga Kurasova, Ernestas Filatovas

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018

Dimensionality Reduction Methods: The Comparison Of Speed And Accuracy.

Jelena Zubova, Olga Kurasova, Marius Liutvinavicius

Inf. Technol. Control., 2018

Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling.

Grazina Korvel, Bozena Kostek, Olga Kurasova

Int. J. Comput. Commun. Control, 2018

Multi-level Massive Data Visualization: Methodology and Use Cases.

Jelena Liutvinaviciene, Olga Kurasova

Balt. J. Mod. Comput., 2018

Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling.

Grazina Korvel, Olga Kurasova, Bozena Kostek

Proceedings of the Multimedia and Network Information Systems, 2018

2017

A new web-based solution for modelling data mining processes.

Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda

Simul. Model. Pract. Theory, 2017

A preference-based multi-objective evolutionary algorithm R-NSGA-II with stochastic local search.

Ernestas Filatovas, Algirdas Lancinskas, Olga Kurasova, Julius Zilinskas

Central Eur. J. Oper. Res., 2017

2016

Cloud Technologies: A New Level for Big Data Mining.

Viktor Medvedev, Olga Kurasova

Proceedings of the Resource Management for Big Data Platforms, 2016

Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support.

Gintautas Dzemyda, Viktor Medvedev, Audrone Lupeikiene, Olga Kurasova, Albertas Caplinskas

Complex Syst. Informatics Model. Q., 2016

Quality Prediction of Compressed Images via Classification.

Jevgenij Tichonov, Olga Kurasova, Ernestas Filatovas

Proceedings of the Image Processing and Communications Challenges 8, 2016

Parallel Computing for Dimensionality Reduction.

Jelena Zubova, Marius Liutvinavicius, Olga Kurasova

Proceedings of the Information and Software Technologies - 22nd International Conference, 2016

Cloud Computing Approach for Intelligent Visualization of Multidimensional Data.

Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Povilas Treigys

Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015

Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization.

Ernestas Filatovas, Olga Kurasova, Karthik Sindhya

Informatica, 2015

Swarm Intelligence for Frequency Management in Smart Grids.

Jose Evora, Jose Juan Hernandez, Mario Hernández, Gintautas Dzemyda, Olga Kurasova, Enrique Kremers

Informatica, 2015

A Visualization Technique for Accessing Solution Pool in Interactive Methods of Multiobjective Optimization.

Ernestas Filatovas, Dmitry Podkopaev, Olga Kurasova

Int. J. Comput. Commun. Control, 2015

Decision Support via Big Multidimensional Data Visualization.

Audrone Lupeikiene, Viktor Medvedev, Olga Kurasova, Albertas Caplinskas, Gintautas Dzemyda

Proceedings of the Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015), 2015

2014

Creation of Text Document Matrices and Visualization by Self-Organizing Map.

Pavel Stefanovic, Olga Kurasova

Inf. Technol. Control., 2014

Genetic Algorithm for VRP with Constraints Based on Feasible Insertion.

Gintaras Vaira, Olga Kurasova

Informatica, 2014

Strategies for Big Data Clustering.

Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Aurimas Rapecka, Pavel Stefanovic

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013

Visualization of Pareto Front Points when Solving Multi-objective Optimization Problems.

Olga Kurasova, Tomas Petkus, Ernestas Filatovas

Inf. Technol. Control., 2013

2012

Data Mining Applications in Healthcare Theory vs Practice.

Olegas Niaksu, Olga Kurasova

Proceedings of the Local Proceedings and Materials of Doctoral Consortium of the Tenth International Baltic Conference on Databases and Information Systems, 2012

2011

Integration of the Self-Organizing Map and Neural gas with Multidimensional Scaling.

Olga Kurasova, Alma Molyte

Inf. Technol. Control., 2011

Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks.

Viktor Medvedev, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius

Informatica, 2011

Quality of Quantization and Visualization of Vectors Obtained by Neural Gas and Self-Organizing Map.

Olga Kurasova, Alma Molyte

Informatica, 2011

A decision support system for solving multiple criteria optimization problems.

Ernestas Filatovas, Olga Kurasova

Informatics Educ., 2011

Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps.

Pavel Stefanovic, Olga Kurasova

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

2010

Parallel Bidirectional Dijkstra's Shortest Path Algorithm.

Gintaras Vaira, Olga Kurasova

Proceedings of the Databases and Information Systems VI, 2010

2009

Combination of Vector Quantization and Visualization.

Olga Kurasova, Alma Molyte

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

2007

Dimension Reduction and Data Visualization Using Neural Networks.

Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev

Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

Dimensionality Problem in the Visualization of Correlation-Based Data.

Gintautas Dzemyda, Olga Kurasova

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Parameter System for Human Physiological Data Representation and Analysis.

Olga Kurasova, Gintautas Dzemyda, Alfonsas Vainoras

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

Heuristic approach for minimizing the projection error in the integrated mapping.

Gintautas Dzemyda, Olga Kurasova

Eur. J. Oper. Res., 2006

Optimal decisions in combining the SOM with nonlinear projection methods.

Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius

Eur. J. Oper. Res., 2006

2005

Minimization of the Mapping Error using Coordinate Descent.

Gintautas Dzemyda, Jolita Bernataviciene, Olga Kurasova, Virginijus Marcinkevicius

Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005

2004

Parallelization of the SOM-Based Integrated Mapping.

Gintautas Dzemyda, Olga Kurasova

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

Visualization of Multidimensional Data Taking into Account the Learning Flow of the Self-Organizing Neural Network.

Gintautas Dzemyda, Olga Kurasova

Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003

2002

Comparative Analysis of the Graphical Result Presentation in the SOM Software.

Gintautas Dzemyda, Olga Kurasova

Informatica, 2002