A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm
- Creator: Rogers, Brendan , Noman, Nasimul , Chalup, Stephan , Moscato, Pablo
- Resource Type: journal article
- Date: 2024
Data-Driven Low-Complexity Detection in Grant-Free NOMA for IoT
- Creator: Shahab, Muhammad Basil , Johnson, Sarah J. , Chalup, Stephan
- Resource Type: journal article
- Date: 2024
Stereo Visual Mesh for Generating Sparse Semantic Maps at High Frame Rates
- Creator: Biddulph, Alexander , Houliston, Trent , Mendes, Alexandre , Chalup, Stephan
- Resource Type: conference paper
- Date: 2024
Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning
- Creator: Muller, Matthew , Kroon, Steve , Chalup, Stephan
- Resource Type: conference paper
- Date: 2024
4D 128 cube topological dataset
- Creator: Hannouch, Khalil , Chalup, Stephan
- Resource Type: dataset
- Date: 2023
Classifying coke using CT scans and landmark multidimensional scaling
- Creator: Nesbitt, Keith , Aziz, Fayeem , Mahoney, Merrick , Chalup, Stephan , Lamichhane, Bishnu P.
- Resource Type: journal article
- Date: 2023
Enhanced embeddings in zero-shot learning for environmental audio
- Creator: Sims, Ysobel , Mendes, Alexandre , Chalup, Stephan
- Resource Type: conference paper
- Date: 2023
Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CT
- Creator: Choi, Jae Hyuk , Asadi, Behzad , Simpson, John , Dowling, Jason A. , Chalup, Stephan , Welsh, James , Greer, Peter
- Resource Type: journal article
- Date: 2023
Learning to See Topological Properties in 4D Using Convolutional Neural Networks
- Creator: Hannouch, Khalil Mathieu , Chalup, Stephan
- Resource Type: conference paper
- Date: 2023
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data
- Creator: Peek, Dylan , Skerritt, Matthew P. , Chalup, Stephan
- Resource Type: conference paper
- Date: 2023
Violence Detection in Real-Life Audio Signals Using Lightweight Deep Neural Networks
- Creator: Bakhshi, Ali , García-Gómez, Joaquín , Gil-Pita, Roberto , Chalup, Stephan
- Resource Type: conference paper
- Date: 2023
A call to scale up biodiversity monitoring from idiosyncratic, small-scale programmes to coordinated, comprehensive and continuous monitoring across large scales
- Creator: Hayward, Matt W. , Chalup, Stephan , Khan, Jamil , Callen, Alex , Klop-Toker, Kaya , Griffin, Andrea
- Resource Type: journal article
- Date: 2022
CyTex: Transforming speech to textured images for speech emotion recognition
- Creator: Bakhshi, Ali , Harimi, Ali , Chalup, Stephan
- Resource Type: journal article
- Date: 2022
Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification
- Creator: Rogers, Brendan , Noman, Nasimul , Chalup, Stephan , Moscato, Pablo
- Resource Type: conference paper
- Date: 2022
Subliminal Faces
- Creator: Chalup, Stephan
- Resource Type: dataset
- Date: 2022
A decentralised multi-agent system for rail freight traffic management
- Creator: Bretas, Allan M. C. , Mendes, Alexandre , Jackson, Martin , Clement, Riley , Sanhueza, Claudio , Chalup, Stephan
- Resource Type: journal article
- Date: 2021
Affective analysis of visual scenes using face pareidolia and scene-context
- Creator: Abbas, Asad , Chalup, Stephan
- Resource Type: journal article
- Date: 2021
Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning
- Creator: Jalil, Syed Qaisar , Rehmani, Mubashir Husain , Chalup, Stephan
- Resource Type: conference paper
- Date: 2021
Evolutionary Hyperparameter Optimisation for Sentence Classification
- Creator: Rogers, Brendan , Noman, Nasimul , Chalup, Stephan , Moscato, Pablo
- Resource Type: conference paper
- Date: 2021
Global urban cityscape - unsupervised clustering exploration of human activity and mobility infrastructure
- Creator: Papasotiriou, Tania , Chalup, Stephan
- Resource Type: conference paper
- Date: 2021