Car rental price simulation and prediction
The goal of the project is to train models for car rental price prediction in Japan based on the prices and demand for car rental from some Japanese car rental companies and the history of weather data in Japan.
A machine learning algorithm for processing plant photos.
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.
Medical web application
A web-based platform for people who want to recover from and quit their addictive behaviours (like alcohol, drugs, smoking, eating habits, etc.).
Azure Machine Learning Studio
Analysis of the loan returns probability using Azure ML
Data prediction and anomaly detection
System to test and select optimal model for data prediction and anomaly detection
Q-Learning algorithm for Particle Swarm Optimization
Multi-agent optimization using NetLogo environment
Machine learning algorithms for credit scoring data classification
Backend for performance demonstration of various ML algorithms
Time series anomaly detection
Detection of anomalies in time series of cyclic nature data.
Time series classification
Interactive system for multivariate time series data classification and anomaly detection on Azure ML platform