2018
System Analysis and Control
- Model and Optimal Control of Privatization Process for Economy in Transition
- Models for Forecasting Parameters of Digital Advertising Traffic
- Information System for Analysis the Tonality of News on the Basis of a Systematic Approach
- Photogrammetric Method of Road Situation
- Intelligent System for Improving Image Compression Algorithms
- Intelligent System of Photorealistic Style Transfer between Images
- Intelligent System of Sentiment Analysis
- Game Theoretic Analysis of Schedulers in Multiprocessor Heterogeneous Environment
- Multimodal Text Search System
- Unstructured Text Data Analysis System
- Assessment of Creditworthiness of Bank’s Clients based on Regression Models
- Estimation of risks of trading in securities using maximum likelihood methods
- Image Captioning System Using Bayesian Recurrent Neural Networks
2016
System Analysis and Control
- Data Mining of Agriculture as of Element of Food Security in Ukraine
- Forecasting solvency of clients using intellectual data analysis
- Integrated scoring-based approach to analysis of bank clients
- Distributed computing and forecasting of brands importance on the Internet
- The relevance of links in the Internet by different criteria at the level of the problem of optimal placement of contextual advertising with nonlinear component
- Application of dynamic factor models to problems of macroeconomic indicators forecast
- Applying coupled Markov chain model to credit risk assessment
- The financial institutions borrower scorecards and forecasting solvency
- Composition methods of classification and regression
- Deep neural networks usage in speech recognition tasks