Nataliya Boyko
- Computer Vision and Pattern Recognition top 10%
- Artificial Intelligence
- Information Systems top 10%
- Management Information Systems
- Control and Systems Engineering
- Topics
- Information Systems and Technology Applications (9 papers)Advanced Data Processing Techniques (7 papers)Data Mining Algorithms and Applications (5 papers)
- Cited by
- Management Information SystemsComputer Vision and Pattern RecognitionManagement of Technology and Innovation
- Journals
- SHILAP Revista de lepidopterologíaWorld EconomyNew Microbes and New Infections
- Partner nations
- UkraineUnited StatesSlovakia
In The Last Decade
Nataliya Boyko
41 papers receiving 187 citations
Peers
Comparison fields: 5 of 85
- Computer Vision and Pattern Recognition 65
- Artificial Intelligence 60
- Information Systems 50
- Management Information Systems 31
- Control and Systems Engineering 30
Countries citing papers authored by Nataliya Boyko
This map shows the geographic impact of Nataliya Boyko's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nataliya Boyko with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nataliya Boyko more than expected).
Fields of papers citing papers by Nataliya Boyko
This network shows the impact of papers produced by Nataliya Boyko. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nataliya Boyko. The network helps show where Nataliya Boyko may publish in the future.
Co-authorship network of co-authors of Nataliya Boyko
This figure shows the co-authorship network connecting the top 25 collaborators of Nataliya Boyko. A scholar is included among the top collaborators of Nataliya Boyko based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nataliya Boyko. Nataliya Boyko is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 2 | |
| 5 | 1 | |
| 6 | Analysis of Recommendation System Methods for Accuracy of Predicted Estimates. | 1 |
| 7 | Application of Genetic Algorithms for Optimization of Salesman's Tasks and Their Modeling by Sequential Selection. | 1 |
| 8 | Application of Machine Algorithms for Classification and Formation of the Optimal Plan. | 3 |
| 9 | Comparison of Clustering Algorithms for Revenue and Cost Analysis. | 3 |
| 10 | Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises. | 2 |
| 11 | Parallelization of the Simplex Method Based on the OpenMP Technology. | 2 |
| 12 | Processing of Medical Different Types of Data Using Hadoop and Java MapReduce. | 4 |
| 13 | Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials. | 1 |
| 14 | Technologies of Object Recognition in Space for Visually Impaired People. | 2 |
| 15 | Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data. | 9 |
| 16 | Fractal Distribution of Medical Data in Neural Network. | 3 |
| 17 | Use a cluster approach to organize and analyze data inside the cloud | 4 |
| 18 | Building computer vision systems using machine learning algorithms | 1 |
| 19 | Basic concepts of dynamic recurrent neural networks development | 1 |
| 20 | Basic concepts of evolution in agents calculating and agents system | 0 |
About Nataliya Boyko
Nataliya Boyko is a scholar working on Management Information Systems, Management of Technology and Innovation and Information Systems, having authored 57 papers that have together received 255 indexed citations. Recurring topics across this work include Information Systems and Technology Applications (9 papers), Advanced Data Processing Techniques (7 papers) and Data Mining Algorithms and Applications (5 papers). The work is most often cited by research in Management Information Systems (31 citations), Computer Vision and Pattern Recognition (65 citations) and Management of Technology and Innovation (17 citations). Nataliya Boyko has collaborated with scholars based in Ukraine, United States and Slovakia. Frequent co-authors include Nataliya Shakhovska, Т. А. Свиридова, Jaime Campos, Sérgio Montenegro and K. Aleks Schaefer. Their work appears in journals such as SHILAP Revista de lepidopterología, World Economy and New Microbes and New Infections.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.