- Logistic Regression
- Neural Network
- Regression Modelling
- Complex Numerical Analysis
- Computer Vision Toolbox
- Image processing
- Azure ML
- Exploratory analysis
- Anomaly detection
- MatConvNet toolbox
Transmission power scheduling system simulation
The implementation of the algorithm for the optimal choice of power transmitters in the network
P2P worm propagation model
Modification of the algorithm that simulates propagation of topology-aware P2P worms.
Model for oil platforms
Failure resistance simulation and maintenance strategy optimization for oil platforms
Blood pressure prediction based on the heart rate measurements
A solution to predict patient's blood pressure basing on previously measured and logged heart rate data.
Implementation of new strategies for the OLPS toolbox
New types of strategies for on-line portfolio selection in computational finance.
Bi-quad filters simulation
Simulations of bi-quad filters in various formats
Information retrieval scoring
The implementation based on R language of the evaluation algorithm of information retrieval systems
Function approximation via L2 projection
Based on Matlab language code for approximation/interpolation of nonlinear functions by orthogonal projection in L2 projection
Convex and non-convex optimization
The task is to select an optimal error-correcting code for data transmission in a multi-user network with several independent signal sources in the presence of restrictions on the power of the transmitted signal and the given noise model.
Prediction of optimal prices based on historical data.