IT systems are inundated with large volumes of textual and numeric data from the internet and various technological devices. We develop innovative solutions to address problems associated with the storage, analysis, prediction and exploitation of this data.
Our expertise is channeled towards the development of powerful algorithms and smart data processing systems applied to industry and society in general.
- Textual analysis: discovering and extracting knowledge from non-structured data taken from the internet and digital documents, applying classification techniques and linguistic models.
- Machine Learning: creating value by giving meaning to large volumes of data. The goal is to make intelligent planning and prediction systems in industry and society or to support decision-makers with sound rationales.
- Process Mining: discover, monitor and enhance the real processes by extracting knowledge from event logs readily available in today’s systems.
- High-performance calculation: improving data processing efficiency in areas where waiting time is critical, such as safety (fire, surveillance) and medical diagnostics. Using GPGPU algorithms for fixed and mobile infrastructures.