Publications
Selected publications
Grouped by theme. The full and current list lives on Google Scholar.
Gated learning architectures
Weighted Gate Layer Autoencoders Q1
Gate Control Mechanisms of Autoencoders for EEG Signal Reconstruction Q1
Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery
Swarm and multi-agent systems
Prime-Weighted Exponential Neurons: Traceability in Artificial Intelligence and Robotic Systems
The Limits of Reactive Shepherding Approaches for Swarm Guidance Q1
Adversarial Patrolling Using a Shepherding Approach
Distributed Multi-agent Shepherding with Consensus
Logical Shepherd Assisting Air Traffic Controllers for Swarm UAV Traffic Control Systems
Autonomous recommender system for reconnaissance tasks using a swarm of UAVs and asynchronous shepherding
A preliminary study towards an improved shepherding model
Signals, perception and learning
Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification Q1
Applications of Machine Learning in Assessing Cognitive Load of UAS Operators and in Enhancing Training Q1
Can Artificial Intelligence Improve Training of Uncrewed Aerial Systems Operators?
Deep learning based detection of high similarity objects on limited hardware robots
Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential
Earlier work
Network motifs for translator stylometry identification Q1
Pairwise Comparative Classification for Translator Stylometric Analysis
Full and up-to-date list on Google Scholar.