Objects
Tucker, Chris, Ostwald, Michael J., Marshall, Josh, Chalup, Stephan. Deakin University; 2007. The visual qualities of liveable streets.
Astono, Indriani, Welsh, James S., Chalup, Stephan. IEEE Computer Society; 2018. Adjacent network for semantic segmentation of liver CT scans.
Rogers, Brendan, Noman, Nasimul, Chalup, Stephan, Moscato, Pablo. Institute of Electrical and Electronics Engineers (IEEE); 2021. Evolutionary Hyperparameter Optimisation for Sentence Classification.
Ginn, Daniel, Mendes, Alexandre, Chalup, Stephan, Chen, Zhiyong. Institute of Electrical and Electronics Engineers (IEEE); 2018. Sliding window Bag-of-Visual-Words for low computational power robotics scene matching.
Bakhshi, Ali, Wong, Aaron S. W., Chalup, Stephan. IOS Press; 2020. End-to-end speech emotion recognition based on time and frequency information using deep neural networks.
Fountain, Jake, Walker, Josiah, Budden, David, Mendes, Alexandre, Chalup, Stephan. Springer; 2014. Motivated reinforcement learning for improved head actuation of humanoid robots.
Gholizadeh, Neda, Simpson, John, Ramadan, Saadallah, Denham, Jim, Lau, Peter, Siddique, Sabbir, Dowling, Jason, Welsh, James, Chalup, Stephan, Greer, Peter B.. John Wiley & Sons; 2020. Voxel-based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI.
Brankovic, Ljiljana, Chalup, Stephan, Wallis, Mark. Australasian Association for Engineering Education (AAEE); 2017. Teaching advanced computing technologies to managers, engineers and other professionals.
Bakhshi, Ali, Chalup, Stephan, Harimi, Ali, Mirhassani, Seyed Mostafa. Springer New York LLC; 2020. Recognition of emotion from speech using evolutionary cepstral coefficients.
Abbas, Asad, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2019. From face recognition to facial pareidolia: Analysing hiddenneuron activations in cnns for cross-depiction recognition.
Ostwald, Michael J., Vaughan, Josephine, Chalup, Stephan. Association for Computer Aided Design in Architecture (ACADIA); 2008. A computational analysis of fractal dimensions in the architecture of Eileen Gray.
Bretas, Allan M. C., Mendes, Alexandre, Jackson, Martin, Clement, Riley, Sanhueza, Claudio, Chalup, Stephan. Springer; 2021. A decentralised multi-agent system for rail freight traffic management.
Nesbitt, Keith, Aziz, Fayeem, Mahoney, Merrick, Chalup, Stephan, Lamichhane, Bishnu P.. Springer; 2023. Classifying coke using CT scans and landmark multidimensional scaling.
Mirjalili, Seyedehzahra, Zhang, Hongyu, Mirjalili, Seyedali, Chalup, Stephan, Noman, Nasimul. Springer; 2020. A novel u-shaped transfer function for binary particle swarm optimisation.
Abbas, Asad, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2019. The Impact of Image Resolution on Facial Expression Analysis with CNNs.
Ma, Ming, Cheng, Defu, Chalup, Stephan, Zhou, Zhijian. Institute of Electrical and Electronics Engineers (IEEE); 2018. Uncertainty Estimation in the Neural Model for Aeromagnetic Compensation.
Bretas, Allan M. C., Mendes, Alexandre, Jackson, Martin, Clement, Riley, Sanhueza, Claudio, Chalup, Stephan. Engineers Australia; 2019. A multi-agent system with reinforcement learning for railway traffic management.
Chalup, Stephan, Mellor, Drew, Rosamond, Frances Ann. Ablex Pub. Corp.; 2005. The Machine Intelligence Hex Project.
Tucker, Chris, Ostwald, Michael J., Chalup, Stephan, Marshall, Josh. University of Adelaide (School of Architecture, Landscape Architecture and Urban Design) and ANZAScA; 2006. Sustaining residential social space: a visual and spatial analysis of the nearly urban.
Zahn, Brendon, Fountain, Jake, Houliston, Trent, Biddulph, Alexander, Chalup, Stephan, Mendes, Alexandre. Springer Nature; 2019. Optimization of Robot Movements Using Genetic Algorithms and Simulation.
Chalup, Stephan, Mitschele, Andreas. Springer; 2008. Kernel methods in finance.
Jalil, Syed Qaisar, Rehmani, Mubashir Husain, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2021. Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning.
Tan, Lei, Bille, Ross, Lin, Yuqing, Chalup, Stephan, Tucker, Chris. Association for Computing Machinery (ACM); 2014. Software development in the City Evolutions Project.
Hayward, Matt W., Chalup, Stephan, Khan, Jamil, Callen, Alex, Klop-Toker, Kaya, Griffin, Andrea. Royal Zoological Society of New South Wales; 2022. A call to scale up biodiversity monitoring from idiosyncratic, small-scale programmes to coordinated, comprehensive and continuous monitoring across large scales.
Bakhshi, Ali, Chalup, Stephan, Noman, Nasimul. Springer; 2020. Fast evolution of CNN architecture for image classification.
Bakhshi, Ali, Noman, Nasimul, Chen, Zhiyong, Zamani, Mohsen, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2019. Fast automatic optimisation of CNN architectures for image classification using genetic algorithm.
Astono, Indriani P., Welsh, James S., Chalup, Stephan, Greer, Peter. MDPI AG; 2020. Optimisation of 2D U-Net model components for automatic prostate segmentation on MRI.
Choi, Jae Hyuk, Asadi, Behzad, Simpson, John, Dowling, Jason A., Chalup, Stephan, Welsh, James, Greer, Peter. Elsevier Ltd; 2023. Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CT.
Jalil, Syed Qaisar, Rehmani, Mubashir Husain, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2020. DQR: deep q-routing in software defined networks.
Bakhshi, Ali, Chalup, Stephan. Springer; 2021. Multimodal emotion recognition based on speech and physiological signals using deep neural networks.
Jalil, Syed Qaisar, Rehmani, Mubashir Husain, Chalup, Stephan. Association for Computer Machinery (ACM); 2020. A deep reinforcement learning approach to fair distributed dynamic spectrum access.
Aziz, Fayeem, Wong, Aaron S. W., Chalup, Stephan. MDPI AG; 2019. Semi-supervised manifold alignment using parallel deep autoencoders.
Bakhshi, Ali, Harimi, Ali, Chalup, Stephan. Elsevier; 2022. CyTex: Transforming speech to textured images for speech emotion recognition.
Ostwald, Michael J., Tucker, Chris, Chalup, Stephan. School of the Art Institute of Chicago; 2009. Line segmentation: a computational technique for architectural image analysis.
Wiklendt, Luke, Chalup, Stephan, Middleton, Rick. Springer; 2009. A small spiking neural network with LQR control applied to the acrobot.
Lawrence, Chris, Dickinson, Michael, Chalup, Stephan. COFA; 2007. Designing charm: harnessing the affective power of form in robotic development.
Aziz, Fayeem, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2019. Testing the robustness of manifold learning on examples of thinned-out data.
Choi, Jae Hyuk, Lee, Danny, O'Connor, Laura, Chalup, Stephan, Welsh, James S., Dowling, Jason, Greer, Peter B.. Frontiers Media; 2019. Bulk anatomical density based dose calculation for patient-specific quality assurance of MRI-only prostate radiotherapy.
Ullrich, Christian, Seese, Detlef, Chalup, Stephan. Springer; 2007. Foreign exchange trading with support vector machines.
Jabbar, Abdul, Mendes, Alexandre, Chalup, Stephan. Springer Cham; 2019. Comparing ellipse detection and deep neural networks for the identification of drinking glasses in images.
Mirjalili, Seyedeh Zahra, Chalup, Stephan, Mirjalili, Seyedali, Noman, Nasimul. Institute of Electrical and Electronics Engineers (IEEE); 2020. Robust multi-objective optimization using conditional pareto optimal dominance.
Mirjalili, Seyedeh Zahra, Mirjalili, Seyedali, Zhang, Hongyu, Chalup, Stephan, Noman, Naismul. Elsevier; 2019. Improving the reliability of implicit averaging methods using new conditional operators for robust optimization.
Mobasher-Kashani, Mohammad, Noman, Nasimul, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2020. Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart Homes.
Ginn, Daniel, Mendes, Alexandre, Chalup, Stephan, Fountain, Jake. Springer Nature; 2018. Monocular ORB-SLAM on a humanoid robot for localization purposes.
Abbas, Asad, Chalup, Stephan. Elsevier; 2021. Affective analysis of visual scenes using face pareidolia and scene-context.
Chalup, Stephan. Subliminal Faces. 2022.
Jalil, Syed Qaisar, Chalup, Stephan, Rehmani, Mubashir Husain. Springer; 2019. A smart meter firmware update strategy through network coding for AMI network.
Rogers, Brendan, Noman, Nasimul, Chalup, Stephan, Moscato, Pablo. Institute of Electrical and Electronics Engineers (IEEE); 2022. Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification.
Hannouch, Khalil, Chalup, Stephan. 4D 128 cube topological dataset. 2023.
Bakhshi, Ali, García-Gómez, Joaquín, Gil-Pita, Roberto, Chalup, Stephan. Elsevier; 2023. Violence Detection in Real-Life Audio Signals Using Lightweight Deep Neural Networks.
Bozic, Caslav, Chalup, Stephan, Detlef, Seese. Springer; 2012. Application of intelligent systems for news analytics.
Budden, David, Fenn, Shannon, Mendes, Alexandre, Chalup, Stephan. Springer Verlag; 2013. Evaluation of colour models for computer vision using cluster validation techniques.
Chiong, Raymong, Hu, Zhongyi, Fan, Zongwen, Lin, Yuqing, Chalup, Stephan, Desmet, Antoine. World Scientific; 2019. A bio-inspired clustering model for anomaly detection in the mining industry.
Paul, Rahul, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2019. Estimating Betti numbers using deep learning.
Biddulph, Alexander, Houliston, Trent, Mendes, Alexandre, Chalup, Stephan. Springer; 2024. Stereo Visual Mesh for Generating Sparse Semantic Maps at High Frame Rates.
Muller, Matthew, Kroon, Steve, Chalup, Stephan. Springer; 2024. Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning.
Papasotiriou, Tania, Chalup, Stephan. Association for Computer-Aided Architectural Design Research in Asia (CAADRIA); 2021. Global urban cityscape - unsupervised clustering exploration of human activity and mobility infrastructure.
Shahab, Muhammad Basil, Johnson, Sarah J., Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2024. Data-Driven Low-Complexity Detection in Grant-Free NOMA for IoT.
Sims, Ysobel, Mendes, Alexandre, Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2023. Enhanced embeddings in zero-shot learning for environmental audio.
Peek, Dylan, Skerritt, Matthew P., Chalup, Stephan. Institute of Electrical and Electronics Engineers (IEEE); 2023. Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data.
Rogers, Brendan, Noman, Nasimul, Chalup, Stephan, Moscato, Pablo. Springer; 2024. A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm.
Hannouch, Khalil Mathieu, Chalup, Stephan. ML ResearchPress; 2023. Learning to See Topological Properties in 4D Using Convolutional Neural Networks.