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Research Area

Empowering human life with computational intelligence

Secured internet

We implement machine learning algorithm on image and text processing for intelligent online content filtering system with main purpose of protecting youth and infants from pornographic content

Eye Movements Analytic

Eye movements pattern reveals user attention on a specific task. We implement data analytic in eye tracking as a preliminary research for intelligent applications.

Brain-Computer Interface

We implement machine learning algorithms in EEG data. We aim to enhance human life by brain-computer interface applications to help impaired subjects achieving their goal.

Biomedical Signal and Image Processing

We develop intelligent applications based on medical image processing techniques to detect breast cancer. Our applications have been used to provide secondary opinion for medical doctor.

Forecasting and Health Information

Our data mining algorithms have been used in forecasting and health information system. The system has been used as disease forecasting tool to help veterinarian getting their jobs done.

Intelligent Transportation Systems

We develop a computer vision based system to minimize traffic accident by analyzing driving behavior as well as distance-between-car in real time and responsive environment.

About Us

About Us

Welcome to Intelligent System Research Group. This group resides in the Department of Electrical Engineering and Information Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia. The group focuses in the theories and applications of systems that perceive, reason, learn, and act intelligently. Our applications are mainly powered by signal and image processing, pattern recognition, and data mining techniques. The aim of the group is to create intelligent systems in many fields such as electrical, electronics and computer systems engineering, biomedicine, business, natural language processing and other fields.

Partners

Research and development partners from universities, government institutions, and companies

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