2018
System Analysis
- Automated choice of predictive models in decision support systems
- Method and models for forecasting heteroskedastic process in finances
- Methods of data mining for diagnostics based on patient complaints
- Methods of probabilistic-statistical modeling using methodology of data mining
- Model for forecasting volume of sales for manufacturer products in market segment
- Models and methods for assessing credit risk in finance
- Models for traffic forecasting in the sphere of Internet-advertising
- Models of actuarial risks in banking sphere
- Neural networks models in the problems of financial processes forecasting
- Dirichlet problem in a ball for Laplace’s equation with Laplacian with respect to a measure
- The initial value problem set for the heat equation in the case of a variant measure
- Human face recognition in the incoming videostream
- Method for forming a strategically-oriented portfolio of innovative profects
- Methods of clustering data in Orange package and their generalization
- Methods of recognition of pictures
- Models and methods of analysis of short samples by artificial immune systems
- Analysis of solution behavior for differential systems that describe the epidemic processes
- Analysis of the stability of a class of economic models
- Anomaly detection of web servers' work by methods of neural networks and log analytics
- Statistical arbitrage as an example of algorithmic trading strategy on stock exchange
- Automatic generation and evolution of algorithms in cellual automata with stochastic features
- Descriptors identifier from the photo-stream module
- Sentimental identification of messages in social networks
- Mathematical models of data mining for fraud credit cards’ detection
- Scoring models for bank credit borrows’ assessment
- Intellectual modeling in the tasks of the economy
- Intellectual Models of Transmission Mechanism of Ukrainian Monetary Policy
- Intelligent models of mass service systems
- Intelligent agents for support business process management
- Methods and ways of analyzing financial risks on the basis of computer systems
- Estimation of the individual’s creditworthiness based on dynamic Bayesian network
- Logistic regression method for evaluating the solvency of individuals
- Model for evaluating insurance case based on Tweedie distribution
- Models of crediting individuals by means of neural networks
- Image classification system based on deeplearning
- Models and methods of forecasting bankruptcy of companies of Ukraine
- Web application for painting’s style recognition with neural networks
- Application of Long short-term memory algorythm in human activity recognition problems
- Volatility forecasting models in terms of fractal financial markets
- Assessment of the condition and forecast of demographic processes in Ukraine
- Evaluation and analysis of the index of ecological development of regions of Ukraine on the basis of sustainable development methodology
- Modeling and forecasting the dynamics of the exchange rate at the Ukrainian Interbank Currency Exchange
- Estimation of efficiency of an alternative energy source based on technology of processing of poultry farm waste
- Forecasting methods of advertising activity on ukrainian television
- Methods of forecasting the level of Russion content at Ukranian television
2016
System Analysis
- Combining forecast estimates, generated with alternative approaches
- Decision support system for non-stationary processes forecasting
- Forecasting nonstationary macroeconomic processes using alternative approaches
- Improving the efficiency of the advertising information provision by mass mailing
- Market risks and their estimation with volatility forecasts
- Modeling behavior of traffic flows in a city
- Modeling the grosss domestic product of Ukraine
- Operational risk modelling with methods of data mining
- Solvency estimation for bank clients
- Statistical methods of credit status estimation of a commercial bank’s borrower
- Stress-testing of bank liquidity
- Evaluation of emotional reaction to the news using comments
- Human hand detection on video
- Module of pedestrian detection in video stream
- Speaker identification by voice
- Text mining of Twitter for evaluation of soccer teams’ ratings
- The system of navigation, obstacles recognition and path finding in the maze for mobile robot. Navigation module of mobile robot in maze
- The system of navigation, obstacles recognition and path finding in the maze for mobile robot. Routing module
- Application of integrated likelihood methods for point estimation with elimination of nuisance parameters
- Comparison analysis of portfolio methods
- Continuous approximation of Kelly criterion for creating investment portfolio
- Enterprise financial asset valuation using DCF model
- Predicting the results of expert assessment of foreign language skills using sums of random variables
- Several applications of Bayesian methods in machine learning
- Critical situations classification and danger level recognition in the tasks of information analysis
- Forecasting of Solar Activity Based on the Analysis of Solar Radio
- Mathematical models of high inflation in transition economy
- The use of regression models for predicting the maximum of the next solar cycle
- Analysis of investment attraction of auction houses’ stock using Mamdani fuzzy neural networks
- Facial Expression Recognition based on Active Appearance Models
- Information technologies for the psychophysical person analysis and his/her heart rate variability
- Machine learning approach for heart age estimation based on R-R intervals
- Remote contactless heart rate determination by video image analysis