Kurasova, Olga Author

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

  • Stefanovič P.
  • Kurasova O.

INFORMATICA - 1/1/2022

10.15388/22-infor473

Cite count:
Open Access

Comparative Analysis of the Graphical Result Presentation in the SOM Software

  • Dzemyda G.
  • Kurasova O.

Informatica - 1/1/2002

Cite count: 11 (Scopus)
Open Access

Semantic segmentation of eye fundus images using convolutional neural networks

  • Tolšiuis R.
  • Kurasova O.
  • Bernataviciene J.

Informacijos Mokslai - 1/1/2019

10.15388/im.2019.85.20

Cite count:

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

  • Korvel G.
  • Kakol K.
  • Kurasova O.
  • Kostek B.

IEEE Access - 1/1/2020

10.1109/access.2020.3015421

Cite count: 1 (Scopus)

Deep learning-based aggregate analysis to identify cut-off points for decision-making in pancreatic cancer detection

  • Dzemyda G.
  • Kurasova O.
  • Medvedev V.
  • Šubonienė A.
  • Gulla A.
  • Samuilis A.
  • Jagminas D.
  • Strupas K.
... View more Collapse

Expert Systems - 1/1/2024

10.1111/exsy.13614

Cite count:

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

10.1016/j.ejor.2005.05.030

Cite count: 18 (Scopus)

Heuristic approach for minimizing the projection error in the integrated mapping

  • Dzemyda G.
  • Kurasova O.

European Journal of Operational Research - 16/6/2006

10.1016/j.ejor.2004.09.011

Cite count: 15 (Scopus)

Emotional, affective and biometrical states analytics of a built environment

  • Kaklauskas A.
  • Abraham A.
  • Dzemyda G.
  • Raslanas S.
  • Seniut M.
  • Ubarte I.
  • Kurasova O.
  • Binkyte-Veliene A.
  • Cerkauskas J.
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Engineering Applications of Artificial Intelligence - 1/5/2020

10.1016/j.engappai.2020.103621

Cite count: 8 (Scopus)

Artificial neural network-based decision support system for development of an energy-efficient built environment

  • Kaklauskas A.
  • Dzemyda G.
  • Tupenaite L.
  • Voitau I.
  • Kurasova O.
  • Naimaviciene J.
  • Rassokha Y.
  • Kanapeckiene L.
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Energies - 1/8/2018

10.3390/en11081994

Cite count: 7 (Scopus)
Open Access

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

10.1155/2020/8878681

Cite count: 6 (Scopus)
Open Access

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

Cite count: 7 (Scopus)
Open Access

Quality prediction of compressed images via classification

  • Tichonov J.
  • Kurasova O.
  • Filatovas E.

Advances in Intelligent Systems and Computing - 1/1/2017

10.1007/978-3-319-47274-4_4

Cite count: 2 (Web of Science) 1 (Scopus)
Open Access

Strategies of selecting the basis vector set in the relative MDS

  • Bernatavičiene J.
  • Dzemyda G.
  • Kurasova O.
  • Marcinkevičius V.

Technological and Economic Development of Economy - 1/1/2006

10.3846/13928619.2006.9637755

Cite count: 1 (Scopus)

Optimal U-net architecture for object recognition problems in multispectral satellite imagery

  • Gudzius P.
  • Kurasova O.
  • Filatovas E.

Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA - 1/11/2019

10.1109/aiccsa47632.2019.9035305

Cite count: 1 (Scopus)

Strategies for Big Data Clustering

  • Kurasova O.
  • Marcinkevicius V.
  • Medvedev V.
  • Rapecka A.
  • Stefanovic P.

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI - 12/12/2014

10.1109/ictai.2014.115

Cite count: 31 (Scopus)

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

  • Vaišnoras Ž.
  • Kurasova O.

Lecture Notes in Networks and Systems - 1/1/2022

10.1007/978-3-031-04826-5_14

Cite count:

Optimal Cut-Off Points for Pancreatic Cancer Detection Using Deep Learning Techniques

  • Dzemyda G.
  • Kurasova O.
  • Medvedev V.
  • Šubonienė A.
  • Gulla A.
  • Samuilis A.
  • Jagminas D.
  • Strupas K.
... View more Collapse

Lecture Notes in Networks and Systems - 1/1/2024

10.1007/978-3-031-45642-8_54

Cite count: 1 (Scopus)
Open Access

Parameter system for human physiological data representation and analysis

  • Kurasova O.
  • Dzemyda G.
  • Vainoras A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2007

10.1007/978-3-540-72847-4_28

Cite count: 1 (Scopus)
Open Access

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

10.1007/978-3-031-35822-7_21

Cite count:
Open Access

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

10.1007/978-3-642-03070-3_3

Cite count: 4 (Scopus)
Open Access

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

10.1007/978-3-540-71629-7_61

Cite count: 1 (Scopus)
Open Access

Influence of learning rates and neighboring functions on self-organizing maps

  • Stefanovič P.
  • Kurasova O.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 23/6/2011

10.1007/978-3-642-21566-7_14

Cite count: 8 (Scopus)

This author has no patents.

This author has no reports or other types of publications.

Scopus: 11

Web of Science: 7

Scopus: 12

Web of Science: 5

Last data update: 6/29/24 6:24 AM
Next scheduled update: 7/6/24 3:00 AM