ADR Awareness Centre

This lecture overviews Label Propagation that has many applications in pattern recognition (semi-supervised learning) and in the study of diffusion processes.

This lecture overviews Data Clustering  that has many applications in e.g., facial image clustering, signal/image clustering, concept creation.  It covers the following topics in detail: Clustering Definitions.

This lecture overviews Distance-based Classification that has many applications in classification.

This lecture will cover the basic concepts of Machine Learning to alleviate inconsistencies towards concept and notation accuracy. Supervised, self-supervised, unsupervised, semi-supervised learning. Multi-task Machine Learning.

This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.

This lecture overviews Robot and Drone Swarms that has many applications in autonomous systems: cars/drones.