APPLICATIONS

As the modern IT systems are increasingly becoming reliable tools, a quick and accurate decision based on the mathematical analysis of big and dynamic data with the assistance of machine intelligence could make a huge difference for human life especially in health, water distribution system, security, manufacturing, and business sectors. We offer a comprehensive computational intelligence based solutions in: 

Machine Vision

Image processing, image matching, and computer vision applications e.g. related to autonomous robots.

Personal Health Monitoring

For example, an automated analysis of data acquired by fitness monitoring systems such as fitbit.

Machine Intelligence for Smart Water System

Application of artificial intelligence and machine learning in water distribution system for cities. 

Biometrics

For example, a novel identification system based on ear features.

Big data analysis and machine learning

For example, web data analysis including text data analysis and topic modeling.

Privacy-Preserving Machine Learning Applications

The goal is to simultaneously protect private data of an individual in a dataset while permitting machine learning based computational analysis of dataset as a whole.   

Surveillance

Face recognition, multiple face tracking, online event detection and surveillance, i.e., adding advanced features to the security cameras.

Defects detection

Online detection of defects e.g. on a road surface. 

Explainable Deep Learning Applications

Novel methods for explainable deep learning are developed with applications to practical problems such as psycho-mental stress monitoring of individuals in mHealth setting.   

Water Applications

Deep Learning Applications

Image Matching & Mining Applications

Modeling Applications in Life Sciences

Privacy-Preserving Machine Learning Applications

Physiological Signal Evaluation

Process Optimization

Ergonomics and Operator Assessment