EXPERTISE
INDUSTRY
- Time signal processing and ML
- Retail vision
- Industrial inspection using image and video processing
- Business search engines
- Efficient distributed hybrid recommender systems
- IoT monitoring and performance platform
- High-precision indoor positioning
- Locyu positoning platform
- Massive point cloud processing
HEALTH
- Biological sequence processing
- Molecular descriptor calculation software
- Computational protein structure prediction using AI techniques
- Deep learning for medical imaging
- Analysis and processing of diagnostic medical images
- Drug discovery models and methods
- Synthetic data generation models and methods
- Lumbar and cervical posture monitoring system
- Detection and characterisation of pathologies using artificial vision
ICT
- Text mining (NPL)
- Large-scale, multilingual parsing
- Computational language tools
- Scientific software development
- Intelligent video analysis
- Massive point cloud processing
- Image segmentation techniques for inappropriate content detection
- Automatic code translation in operational languages
- Code optimisation in state-of-the-art languages
- Automatic intermediate language generator for fast parsing of massive document sets
- Automatic transformation of elementary atoms into 3rd generation languages
- Behaviour-based continuous authentication system
- Intrusion detection sytem based on self-organising maps
THE ERA OF DATA
- Compact data structures
- Space-time analysis of information
- Efficient exploitation of ontologies
- Complex information systems
- Digital libraries
- Content management systems
- Data virtualisation
- Unsupervised big data clustering
- Development of equations from datasets
- Synthetic data generation models and methods
- Massive point could processing
SOCIAL WELFARE
- Sentiment analysis and opinion mining
- VR for disability care
- Models for early prediction of personal risk for internet use
- Detection of unsuitable content using deep learning and NPL
SUSTAINABILITY
- Green algorithms
- Fish stocks monitoring systems
- Light pollution detection using low-cost devices based on GAIA space mission data
- Adaptive visualisation based on self-organising maps for the GAIA space mission
- Image segmentation techniques for marine spill detection
