| 2020 | IJCNN | Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. | Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad |
| 2020 | IJCNN | Emotion Recognition from Face Images in an Unconstrained Environment for usage on Social Robots. | Nicola Webb, Ariel Ruiz-Garcia, Mark Elshaw, Vasile Palade |
| 2019 | IJCNN | Deep Q-Learning for Illumination and Rotation Invariant Face Detection. | Ariel Ruiz-Garcia, Vasile Palade, Ibrahim Almakky, Mark Elshaw |
| 2018 | ICONIP | Deep Learning for Real Time Facial Expression Recognition in Social Robots. | Ariel Ruiz-Garcia, Nicola Webb, Vasile Palade, Mark Eastwood, Mark Elshaw |
| 2018 | IJCNN | Deep Learning for Illumination Invariant Facial Expression Recognition. | Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Ibrahim Almakky |
| 2017 | IJCNN | Stacked deep convolutional auto-encoders for emotion recognition from facial expressions. | Ariel Ruiz-Garcia, Mark Elshaw, Abdulrahman Altahhan, Vasile Palade |
| 2016 | EANN | Emotion Recognition Using Facial Expression Images for a Robotic Companion. | Ariel Ruiz-Garcia, Mark Elshaw, Abdulrahman Altahhan, Vasile Palade |
| 2016 | ICANN | Deep Learning for Emotion Recognition in Faces. | Ariel Ruiz-Garcia, Mark Elshaw, Abdulrahman Altahhan, Vasile Palade |
| 2012 | EANN | A Hybrid Neural Emotion Recogniser for Human-Robotic Agent Interaction. | Alexandru Traista, Mark Elshaw |
| 2005 | ICANN | Reinforcement Learning in MirrorBot. | Cornelius Weber, David Muse, Mark Elshaw, Stefan Wermter |
| 2005 | IJCNN | Spatio-temporal neural data mining architecture in learning robots. | James Malone, Mark Elshaw, Ken McGarry, Chris Bowerman, Stefan Wermter |
| 2005 | SGAI | A Camera-Direction Dependent Visual-Motor Coordinate Transformation for a Visually Guided Neural Robot. | Cornelius Weber, David Muse, Mark Elshaw, Stefan Wermter |
| 2004 | IJCNN | An associator network approach to robot learning by imitation through vision, motor control and language. | Mark Elshaw, Cornelius Weber, Alexandros Zochios, Stefan Wermter |
| 2003 | IJCNN | Self-organisation of language instruction for robot action control. | Mark Elshaw, Stefan Wermter, Peter Watt |
| 2003 | SGAI | Incorporating Reactive Learning Behaviour into a Mini-robot Platform. | Mark Elshaw, Debra Lewis, Stefan Wermter |