Artificial Intelligence and Data Analytics Research Cluster
The Artificial Intelligence and Data Analytics (AIDA) Research Cluster carries out and promotes high-quality research in information processing, machine learning, computational intelligence, and information security and privacy.
Our team solves problems of vital importance to communication networks, critical infrastructure protection, multimedia systems, bioinformatics, intelligent
machines and digital forensics.
Major research areas
Smart information sensing and processing
Our research includes compressed sensing,
statistical signal and image processing, statistical data analysis, blind
estimation, and time-frequency analysis.
Data mining research includes classification,
regression and clustering from various perspectives: development of new robust
and application-tailored methods, knowledge discovery, casual discovery and
Aggregation operators and fuzzy systems
We research various means, triangular norms and
conforms, fuzzy measures and integrals, intuitionistic and interval-valued
aggregation, fuzzy implications and applications in image processing and
Our research covers global optimisation methods,
branch-and-bound techniques, integer programming, and their applications.