A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm

- Rogers, Brendan, Noman, Nasimul, Chalup, Stephan, Moscato, Pablo

Data-Driven Low-Complexity Detection in Grant-Free NOMA for IoT

- Shahab, Muhammad Basil, Johnson, Sarah J., Chalup, Stephan

Stereo Visual Mesh for Generating Sparse Semantic Maps at High Frame Rates

- Biddulph, Alexander, Houliston, Trent, Mendes, Alexandre, Chalup, Stephan

Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning

- Muller, Matthew, Kroon, Steve, Chalup, Stephan

4D 128 cube topological dataset

- Hannouch, Khalil, Chalup, Stephan

Classifying coke using CT scans and landmark multidimensional scaling

- Nesbitt, Keith, Aziz, Fayeem, Mahoney, Merrick, Chalup, Stephan, Lamichhane, Bishnu P.

Enhanced embeddings in zero-shot learning for environmental audio

- Sims, Ysobel, Mendes, Alexandre, Chalup, Stephan

Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CT

- Choi, Jae Hyuk, Asadi, Behzad, Simpson, John, Dowling, Jason A., Chalup, Stephan, Welsh, James, Greer, Peter

Learning to See Topological Properties in 4D Using Convolutional Neural Networks

- Hannouch, Khalil Mathieu, Chalup, Stephan

Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data

- Peek, Dylan, Skerritt, Matthew P., Chalup, Stephan

Violence Detection in Real-Life Audio Signals Using Lightweight Deep Neural Networks

- Bakhshi, Ali, García-Gómez, Joaquín, Gil-Pita, Roberto, Chalup, Stephan

A call to scale up biodiversity monitoring from idiosyncratic, small-scale programmes to coordinated, comprehensive and continuous monitoring across large scales

- Hayward, Matt W., Chalup, Stephan, Khan, Jamil, Callen, Alex, Klop-Toker, Kaya, Griffin, Andrea

CyTex: Transforming speech to textured images for speech emotion recognition

- Bakhshi, Ali, Harimi, Ali, Chalup, Stephan

Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification

- Rogers, Brendan, Noman, Nasimul, Chalup, Stephan, Moscato, Pablo

Subliminal Faces

- Chalup, Stephan

A decentralised multi-agent system for rail freight traffic management

- Bretas, Allan M. C., Mendes, Alexandre, Jackson, Martin, Clement, Riley, Sanhueza, Claudio, Chalup, Stephan

Affective analysis of visual scenes using face pareidolia and scene-context

- Abbas, Asad, Chalup, Stephan

Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning

- Jalil, Syed Qaisar, Rehmani, Mubashir Husain, Chalup, Stephan

Evolutionary Hyperparameter Optimisation for Sentence Classification

- Rogers, Brendan, Noman, Nasimul, Chalup, Stephan, Moscato, Pablo

Global urban cityscape - unsupervised clustering exploration of human activity and mobility infrastructure

- Papasotiriou, Tania, Chalup, Stephan