Portfolio
- All
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- Data-Classification
- Simulation
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- Azure ML
- Exploratory analysis
- Anomaly detection
- Yolo
- Information Retrieval
- Algorithm Analysis
- Literature Review
- Graph Theory
- Model retraining
- Association rules
- Mixture model
- Data factory
- OLPS toolbox
- Q-learning
- Particle swarm optimization
- Data cleansing
- Random forest
- Non-Convex Optimization
- Parallel Computing Toolbox
Project list
- Virtual try-on tool for makeup products
The system consists of a face detection and segmentation model and an algorithm that allows recoloring objects without losing their original texture.
- 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.
- Simulation of protein chains generation
Program for emulating synthesis of polymers
- Model for oil platforms
Failure resistance simulation and maintenance strategy optimization for oil platforms
- Information retrieval scoring
The implementation based on R language of the evaluation algorithm of information retrieval systems
- Implementation of new strategies for the OLPS toolbox
New types of strategies for on-line portfolio selection in computational finance.
- Function approximation via L2 projection
Based on Matlab language code for approximation/interpolation of nonlinear functions by orthogonal projection in L2 projection
- Dynamic Pricing
Prediction of optimal prices based on historical data.
- Credit Scoring Model
Implementation of a probability evaluation system of default credits on the base of bank own data and the banking credit history over a given time.