Olga Kurasova

According to our database1, Olga Kurasova authored at least 43 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Emotional, affective and biometrical states analytics of a built environment.
Eng. Appl. Artif. Intell., 2020

Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement.
IEEE Access, 2020

Improving the energy efficiency of SMACOF for multidimensional scaling on modern architectures.
J. Supercomput., 2019

Hyperspectral Image Classification Using Isomap with SMACOF.
Informatica, 2019

An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

Optimal U-Net Architecture for Object Recognition Problems in Multispectral Satellite Imagery.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Dimensionality Reduction Methods: The Comparison Of Speed And Accuracy.
Inf. Technol. Control., 2018

Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling.
Int. J. Comput. Commun. Control, 2018

Multi-level Massive Data Visualization: Methodology and Use Cases.
Balt. J. Mod. Comput., 2018

Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling.
Proceedings of the Multimedia and Network Information Systems, 2018

Convolutional neural network hyperparameters designed for highest object recognition accuracy in satellite imagery.
Proceedings of the Second International Conference on Data Science, 2018

A new web-based solution for modelling data mining processes.
Simul. Model. Pract. Theory, 2017

A preference-based multi-objective evolutionary algorithm R-NSGA-II with stochastic local search.
Central Eur. J. Oper. Res., 2017

Cloud Technologies: A New Level for Big Data Mining.
Proceedings of the Resource Management for Big Data Platforms, 2016

Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support.
Complex Syst. Informatics Model. Q., 2016

Quality Prediction of Compressed Images via Classification.
Proceedings of the Image Processing and Communications Challenges 8, 2016

Parallel Computing for Dimensionality Reduction.
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016

Cloud Computing Approach for Intelligent Visualization of Multidimensional Data.
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary Algorithm for Multi-Objective Optimization.
Informatica, 2015

Swarm Intelligence for Frequency Management in Smart Grids.
Informatica, 2015

A Visualization Technique for Accessing Solution Pool in Interactive Methods of Multiobjective Optimization.
Int. J. Comput. Commun. Control, 2015

Decision Support via Big Multidimensional Data Visualization.
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

Creation of Text Document Matrices and Visualization by Self-Organizing Map.
Inf. Technol. Control., 2014

Genetic Algorithm for VRP with Constraints Based on Feasible Insertion.
Informatica, 2014

Strategies for Big Data Clustering.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Visualization of Pareto Front Points when Solving Multi-objective Optimization Problems.
Inf. Technol. Control., 2013

Data Mining Applications in Healthcare Theory vs Practice.
Proceedings of the Local Proceedings and Materials of Doctoral Consortium of the Tenth International Baltic Conference on Databases and Information Systems, 2012

Integration of the Self-Organizing Map and Neural gas with Multidimensional Scaling.
Inf. Technol. Control., 2011

Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks.
Informatica, 2011

Quality of Quantization and Visualization of Vectors Obtained by Neural Gas and Self-Organizing Map.
Informatica, 2011

A decision support system for solving multiple criteria optimization problems.
Informatics Educ., 2011

Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Parallel Bidirectional Dijkstra's Shortest Path Algorithm.
Proceedings of the Databases and Information Systems VI, 2010

Combination of Vector Quantization and Visualization.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Dimension Reduction and Data Visualization Using Neural Networks.
Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

Dimensionality Problem in the Visualization of Correlation-Based Data.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Parameter System for Human Physiological Data Representation and Analysis.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Heuristic approach for minimizing the projection error in the integrated mapping.
Eur. J. Oper. Res., 2006

Optimal decisions in combining the SOM with nonlinear projection methods.
Eur. J. Oper. Res., 2006

Minimization of the Mapping Error using Coordinate Descent.
Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005

Parallelization of the SOM-Based Integrated Mapping.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Visualization of Multidimensional Data Taking into Account the Learning Flow of the Self-Organizing Neural Network.
Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003

Comparative Analysis of the Graphical Result Presentation in the SOM Software.
Informatica, 2002