Psychology has benefited from an enormous wealth of knowledge about processes of
cognition in relation to how the brain organizes information. Within the categorization …

The popularity of deep learning has increased tremendously in recent years due to its ability
to efficiently solve complex tasks in challenging areas such as computer vision and …

This paper profiles the recent research work on eXplainable AI (XAI), at the Insight Centre for
Data Analytics. This work concentrates on post-hoc explanation-by-example solutions to XAI …

Convolutional neural networks (CNNs) classify images by learning intermediate
representations of the input throughout many layers. In recent work, latent representations of …

Abstract Explainable Artificial Intelligence (XAI) has recently become an active research field
due to the need for transparency and accountability when deploying AI models for high …

Abstract Explainable Artificial Intelligence (XAI) has recently become an active research field
due to the need for transparency and accountability when deploying AI models for high …

Explainable Artificial Intelligence (XAI) has recently become an active research field due to
the need for transparency and accountability when deploying AI models for high-stake …

Deep neural networks have exploded in popularity and different types of networks are used
to solve a multitude of complex tasks. One such task is anomaly detection, that a type of …