Multimodal emotion recognition based on speech and physiological signals using deep neural networks

- Bakhshi, Ali, Chalup, Stephan

A deep reinforcement learning approach to fair distributed dynamic spectrum access

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

A novel u-shaped transfer function for binary particle swarm optimisation

- Mirjalili, Seyedehzahra, Zhang, Hongyu, Mirjalili, Seyedali, Chalup, Stephan, Noman, Nasimul

DQR: deep q-routing in software defined networks

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

End-to-end speech emotion recognition based on time and frequency information using deep neural networks

- Bakhshi, Ali, Wong, Aaron S. W., Chalup, Stephan

Fast evolution of CNN architecture for image classification

- Bakhshi, Ali, Chalup, Stephan, Noman, Nasimul

Optimisation of 2D U-Net model components for automatic prostate segmentation on MRI

- Astono, Indriani P., Welsh, James S., Chalup, Stephan, Greer, Peter

Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart Homes

- Mobasher-Kashani, Mohammad, Noman, Nasimul, Chalup, Stephan

Recognition of emotion from speech using evolutionary cepstral coefficients

- Bakhshi, Ali, Chalup, Stephan, Harimi, Ali, Mirhassani, Seyed Mostafa

Robust multi-objective optimization using conditional pareto optimal dominance

- Mirjalili, Seyedeh Zahra, Chalup, Stephan, Mirjalili, Seyedali, Noman, Nasimul

Voxel-based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI

- Gholizadeh, Neda, Simpson, John, Ramadan, Saadallah, Denham, Jim, Lau, Peter, Siddique, Sabbir, Dowling, Jason, Welsh, James, Chalup, Stephan, Greer, Peter B.

A bio-inspired clustering model for anomaly detection in the mining industry

- Chiong, Raymong, Hu, Zhongyi, Fan, Zongwen, Lin, Yuqing, Chalup, Stephan, Desmet, Antoine

A multi-agent system with reinforcement learning for railway traffic management

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

A smart meter firmware update strategy through network coding for AMI network

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

Bulk anatomical density based dose calculation for patient-specific quality assurance of MRI-only prostate radiotherapy

- Choi, Jae Hyuk, Lee, Danny, O'Connor, Laura, Chalup, Stephan, Welsh, James S., Dowling, Jason, Greer, Peter B.

Comparing ellipse detection and deep neural networks for the identification of drinking glasses in images

- Jabbar, Abdul, Mendes, Alexandre, Chalup, Stephan

Estimating Betti numbers using deep learning

- Paul, Rahul, Chalup, Stephan

From face recognition to facial pareidolia: Analysing hiddenneuron activations in cnns for cross-depiction recognition

- Abbas, Asad, Chalup, Stephan

Improving the reliability of implicit averaging methods using new conditional operators for robust optimization

- Mirjalili, Seyedeh Zahra, Mirjalili, Seyedali, Zhang, Hongyu, Chalup, Stephan, Noman, Naismul

Optimization of Robot Movements Using Genetic Algorithms and Simulation

- Zahn, Brendon, Fountain, Jake, Houliston, Trent, Biddulph, Alexander, Chalup, Stephan, Mendes, Alexandre