Kurasova, Olga Author
Optimal decisions in combining the SOM with nonlinear projection methods
- Bernatavičiene J.
- Dzemyda G.
- Kurasova O.
- Marcinkevičius V.
European Journal of Operational Research - 16/9/2006
- SJR Quartile: Q1
- CiteScore: 9.5 (2020)
- SJR: 1.217 (2006
- SNIP: 2.14 (2006
- SJR Categories: Information Systems and Management (Q1); Management Science and Operations Research (Q1); Modeling and Simulation (Q1)
Outlier detection in self-organizing maps and their quality estimation
- Stefanovic P.
- Kurasovay O.
Neural Network World - 1/1/2018
- JCR Impact Factor: 0.957 (2018)
- CiteScore: 2.1 (2020)
- SJR: 0.278 (2018
- SNIP: 0.707 (2018
- JCR 5-year Impact Factor: 0.761
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Prediction of Flight Time Deviation for Lithuanian Airports Using Supervised Machine Learning Model
- Stefanovič P.
- Štrimaitis R.
- Kurasova O.
Computational Intelligence and Neuroscience - 1/1/2020
- JCR Impact Factor: 3.633 (2020)
- CiteScore: 5.4 (2020)
- SJR: 0.605 (2020
- SNIP: 1.711 (2020
- JCR 5-year Impact Factor: 3.278
- JCR Categories: MATHEMATICAL & COMPUTATIONAL BIOLOGY
Projection error evaluation for large multidimensional data sets
- Paulauskienė K.
- Kurasova O.
Nonlinear Analysis-Modelling and Control - 20/11/2015
- SJR Quartile: Q3
- JCR Impact Factor: 1.075 (2015)
- CiteScore: 4.8 (2020)
- SJR: 0.528 (2015
- SNIP: 0.831 (2015
- JCR 5-year Impact Factor: 1.107
- JCR Categories: MATHEMATICS, APPLIED
- SJR Categories: Analysis (Q3); Applied Mathematics (Q3)
Quality of quantization and visualization of vectors obtained by neural gas and self-organizing map
- Kurasova O.
- Molyte A.
INFORMATICA - 1/1/2011
- SJR Quartile: Q2
- JCR Impact Factor: 1.627 (2011)
- CiteScore: 5 (2020)
- SJR: 0.476 (2011
- SNIP: 1.444 (2011
- JCR 5-year Impact Factor: 1.074
- JCR Categories: MATHEMATICS, APPLIED
- SJR Categories: Information Systems (Q2); Applied Mathematics (Q3)
Semantic segmentation of eye fundus images using convolutional neural networks
- Tolšiuis R.
- Kurasova O.
- Bernataviciene J.
Informacijos Mokslai - 1/1/2019
- SJR Quartile: Q3
- CiteScore: 0.2 (2020)
- SJR: 0.14 (2019
- SNIP: 0.098 (2019
- SJR Categories: Communication (Q3); Media Technology (Q3); Political Science and International Relations (Q3); Sociology and Political Science (Q3); Management of Technology and Innovation (Q4)
Swarm Intelligence for Frequency Management in Smart Grids
- Evora J.
- Hernandez J.
- Hernandez M.
- Dzemyda G.
- Kurasova O.
- Kremers E.
INFORMATICA - 8/12/2015
- JCR Impact Factor: 1.386 (2015)
- CiteScore: 5 (2020)
- SJR: 0.415 (2015
- SNIP: 1.086 (2015
- JCR 5-year Impact Factor: 1.104
- JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization
- Filatovas, Ernestas
- Kurasova, Olga
- Sendhya, Karthik
Informatica (Netherlands) - 13/5/2015
10.15388/informatica.2015.37 View source
- JCR Quartile: Q2 (2015)
- SJR Quartile: Q2
- JCR Impact Factor: 1.386 (2022)
- Category normalized Impact: 1.729 (2015)
- CiteScore: 5 (2020)
- SJR: 0.415 (2015
- SNIP: 1.086 (2015
- JCR 5-year Impact Factor: 1.104
- JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
- SJR Categories: Information Systems (Q2); Applied Mathematics (Q3)
- Scopus
- ORCID
- Web of Science
The N-grams based text similarity detection approach using self-organizing maps and similarity measures
- Stefanovič P.
- Kurasova O.
- Štrimaitis R.
Applied Sciences (Switzerland) - 1/5/2019
- SJR Quartile: Q1
- SJR Categories: Engineering (miscellaneous) (Q1); Fluid Flow and Transfer Processes (Q2); Instrumentation (Q2); Materials Science (miscellaneous) (Q2); Process Chemistry and Technology (Q2); Computer Science Applications (Q3)
The ROC-based analysis of spectroscopic signals from medical specimens
- Gėgžna V.
- Kurasova O.
- Dzemyda G.
- Kurtinaitienė R.
- Čiplys I.
- Vaitkus J.
- Vaitkuvienė A.
Nonlinear Analysis-Modelling and Control - 1/1/2018
- SJR Quartile: Q2
- JCR Impact Factor: 2.339 (2018)
- CiteScore: 4.8 (2020)
- SJR: 0.573 (2018
- SNIP: 1 (2018
- JCR 5-year Impact Factor: 1.789
- JCR Categories: MECHANICS
- SJR Categories: Analysis (Q2); Applied Mathematics (Q2)
Quality prediction of compressed images via classification
- Tichonov J.
- Kurasova O.
- Filatovas E.
Advances in Intelligent Systems and Computing - 1/1/2017
- CiteScore: 0.9 (2019)
- SNIP: 0.353 (2017
- SJR Categories: Computer Science (miscellaneous); Control and Systems Engineering
- Scopus
- ORCID
- Web of Science
The problem of visual analysis of multidimensional medical data
- Bernatavičiene J.
- Dzemyda G.
- Kurasova O.
- Marcinkevičius V.
- Medvedev V.
Springer Optimization and Its Applications - 1/1/2007
- CiteScore: 0.8 (2020)
An attempt to create speech synthesis model that retains Lombard effect characteristics
- Korvel G.
- Kurasova O.
- Kostek B.
ICETE 2019 - Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - 1/1/2019
A new dimensionality reduction-based visualization approach for massive data
- Paulauskienė K.
- Kurasova O.
Computer Science Research Notes - 1/1/2017
- CiteScore: 0.3 (2019)
- SJR Categories: Psychiatry and Mental Health
Behavioral Biometrics Authentication in Critical Infrastructure Using Siamese Neural Networks
- Budžys A.
- Kurasova O.
- Medvedev V.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2023
- CiteScore: 2.2 (2022)
- SJR: 0.32 (2022
- SNIP: 0.542 (2022
Combination of vector quantization and visualization
- Kurasova O.
- Molyte A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/10/2009
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
Comparative analysis of spectral and cepstral feature extraction techniques for phoneme modelling
- Korvel G.
- Kurasova O.
- Kostek B.
Advances in Intelligent Systems and Computing - 1/1/2019
- SJR Quartile: Q3
- CiteScore: 0.9 (2019)
- SJR: 0.184 (2019
- SNIP: 0.435 (2019
- SJR Categories: Computer Science (miscellaneous) (Q3); Control and Systems Engineering (Q4)
Convolutional neural network hyperparameters designed for highest object recognition accuracy in satellite imagery
- Gudzius P.
- Kurasova O.
- Filatovas E.
ACM International Conference Proceeding Series - 2/12/2019
- SJR Categories: Artificial Intelligence; Computer Networks and Communications; Computer Vision and Pattern Recognition; Human-Computer Interaction; Software
- Scopus
- ORCID
Data mining applications in healthcare: Research vs practice
- Niakšu O.
- Kurasova O.
CEUR Workshop Proceedings - 1/12/2012
- CiteScore: 0.8 (2020)
- SJR: 0.174 (2012
- SNIP: 0.272 (2012
- SJR Categories: Computer Science (miscellaneous)
Decision support via big multidimensional data visualization
- Lupeikiene A.
- Medvedev V.
- Kurasova O.
- Čaplinskas A.
- Dzemyda G.
CEUR Workshop Proceedings - 1/1/2015
- CiteScore: 0.8 (2020)
- SJR: 0.195 (2015
- SNIP: 0.352 (2015
- SJR Categories: Computer Science (miscellaneous)
Dimensionality problem in the visualization of correlation-based data
- Dzemyda G.
- Kurasova O.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2007
- CiteScore: 1.8 (2020)
- SJR: 0.293 (2007
- SNIP: 0.522 (2007
Dimensionality reduction for financial data visualization
- Zubova J.
- Kurasova O.
- Liutvinavičius M.
CEUR Workshop Proceedings - 1/1/2017
- CiteScore: 0.8 (2020)
- SJR: 0.167 (2017
- SNIP: 0.346 (2017
- SJR Categories: Computer Science (miscellaneous)
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 11
Web of Science: 7
i10 index
Scopus: 12
Web of Science: 5
Author profiles
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Research projects at UAL
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Diseño eficiente de circuitos cuánticos para problemas con altas demandas computacionales (DECCuHPC)Acronym P20_00748Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 73,150.00 EURRole: Colaborador
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Acronym UAL18-TIC-A020-BSince: October 1, 2019Until: September 30, 2021Funded by: Universidad de AlmeríaFunding / grant amount: 76,800.00 EURRole: Colaborador