https://ogma.newcastle.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Group emotion recognition in the wild by combining deep neural networks for facial expression classification and scene-context analysis https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:34003 Wed 30 Jan 2019 13:35:09 AEDT ]]> A deep reinforcement learning approach to fair distributed dynamic spectrum access https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:41141 Wed 27 Jul 2022 14:34:59 AEST ]]> Recognition of emotion from speech using evolutionary cepstral coefficients https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:46457 Wed 23 Nov 2022 14:17:23 AEDT ]]> Uncertainty Estimation in the Neural Model for Aeromagnetic Compensation https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:42036 Wed 17 Aug 2022 11:59:14 AEST ]]> Comparing ellipse detection and deep neural networks for the identification of drinking glasses in images https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:43194 Wed 14 Sep 2022 09:12:37 AEST ]]> Fast evolution of CNN architecture for image classification https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:47183 Wed 14 Dec 2022 15:56:32 AEDT ]]> CyTex: Transforming speech to textured images for speech emotion recognition https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:51669 Wed 13 Sep 2023 10:09:53 AEST ]]> Speech emotion recognition using deep neural networks https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38885 Wed 13 Mar 2024 14:12:34 AEDT ]]> Global urban cityscape - unsupervised clustering exploration of human activity and mobility infrastructure https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:39210 Wed 13 Mar 2024 08:50:08 AEDT ]]> Foreign exchange trading with support vector machines https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:20623 Wed 11 Apr 2018 18:15:20 AEST ]]> Sound-scapes for robot localisation through dimensionality reduction https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:6146 Wed 11 Apr 2018 17:15:31 AEST ]]> A computational investigation into the fractal dimensions of the architecture of Kazuyo Sejima https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:7908 Wed 11 Apr 2018 16:56:18 AEST ]]> Using algorithms to analyse the visual properties of a building's style https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:3922 Wed 11 Apr 2018 16:30:27 AEST ]]> A face-house paradigm for architectural scene analysis https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:6155 Wed 11 Apr 2018 16:14:08 AEST ]]> Simulated 3D biped walking with an evolution-strategy tuned spiking neural network https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:7806 Wed 11 Apr 2018 15:54:58 AEST ]]> Techniques for improving vision and locomotion on the Sony AIBO robot https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:7859 Wed 11 Apr 2018 15:44:36 AEST ]]> A component based approach for classifying the seven universal facial expressions of emotion https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:14150 Wed 11 Apr 2018 15:34:53 AEST ]]> Combining edge detection and colour segmentation in the Four-Legged League https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:7860 Wed 11 Apr 2018 15:28:21 AEST ]]> Agent-agent interaction as a component of agent-environment interaction in the modelling and analysis of pedestrian visual behaviour https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:15507 Wed 11 Apr 2018 14:52:43 AEST ]]> Application of SVMs for colour classification and collision detection with AIBO robots https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:2975 Wed 11 Apr 2018 14:37:01 AEST ]]> Application of intelligent systems for news analytics https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:21148 Wed 11 Apr 2018 14:28:36 AEST ]]> Kernel methods in finance https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:6653 Wed 11 Apr 2018 13:54:13 AEST ]]> Robot emotions generated and modulated by visual features of the environment https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:14148 Wed 11 Apr 2018 13:45:24 AEST ]]> A method for the visual analysis of the streetscape https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:4029 Wed 11 Apr 2018 13:42:51 AEST ]]> Spiking neural networks for robot locomotion control https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:15006 Wed 11 Apr 2018 13:12:04 AEST ]]> Anthropocentric biocybernetic computing for analysing the architectural design of house facades and cityscapes https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:7805 Wed 11 Apr 2018 12:58:44 AEST ]]> Designing charm: harnessing the affective power of form in robotic development https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:3991 Wed 11 Apr 2018 12:18:56 AEST ]]> Humanoid robots for modelling and analysing visual gaze dynamics of pedestrians moving in urban space https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9506 Wed 11 Apr 2018 11:33:53 AEST ]]> A fast method for adapting lookup tables applied to changes in lighting colour https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:23284 Wed 11 Apr 2018 11:12:31 AEST ]]> Visual gaze analysis of robotic pedestrians moving in urban space https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:19970 Wed 11 Apr 2018 11:09:21 AEST ]]> Simulating pareidolia of faces for architectural image analysis https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:7861 Wed 11 Apr 2018 11:07:23 AEST ]]> Data flow and processing in the computational fractal analysis method https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:15412 Wed 11 Apr 2018 10:55:56 AEST ]]> Scene perception using pareidolia of faces and expressions of emotion https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:14151 Wed 11 Apr 2018 10:54:01 AEST ]]> Anthropocentric biocybernetic approaches to architectural analysis: new methods for investigating the built environment https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9843 Wed 11 Apr 2018 10:38:24 AEST ]]> Implementing sensory perception and affect on humanoid robots using applications of manifold learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:15875 Wed 11 Apr 2018 10:35:24 AEST ]]> Modelling architectural visual experience using non-linear dimensionality reduction https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:4013 Wed 11 Apr 2018 10:29:31 AEST ]]> Scene perception using machine pareidolia of facial expressions https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:13669 Wed 11 Apr 2018 10:27:37 AEST ]]> The visual qualities of liveable streets https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:3910 Wed 11 Apr 2018 10:06:57 AEST ]]> Affective visual perception using machine pareidolia of facial expressions https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:16733 Wed 11 Apr 2018 09:40:02 AEST ]]> An automated colour calibration system using multivariate Gaussian mixtures to segment HSI colour space https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:6147 Wed 11 Apr 2018 09:23:53 AEST ]]> A multi-agent system with reinforcement learning for railway traffic management https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:42841 Wed 07 Sep 2022 14:48:05 AEST ]]> Affective analysis of visual scenes using face pareidolia and scene-context https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38942 Wed 06 Mar 2024 15:24:32 AEDT ]]> Deep reinforcement learning for cognitive radio and software-defined networks https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38884 Wed 06 Mar 2024 14:59:15 AEDT ]]> Short-term solar forecasting using sky camera backed by a convolutional neural network https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:50213 Wed 06 Mar 2024 14:41:10 AEDT ]]> Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:54620 Wed 06 Mar 2024 10:45:24 AEDT ]]> Violence Detection in Real-Life Audio Signals Using Lightweight Deep Neural Networks https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:53480 Tue 28 Nov 2023 16:02:13 AEDT ]]> Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:39824 Tue 26 Jul 2022 14:14:26 AEST ]]> Improving the reliability of implicit averaging methods using new conditional operators for robust optimization https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:42407 Tue 23 Aug 2022 08:27:15 AEST ]]> Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart Homes https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:41997 Tue 16 Aug 2022 16:37:40 AEST ]]> A smart meter firmware update strategy through network coding for AMI network https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45480 Tue 14 Nov 2023 14:54:59 AEDT ]]> An automatic HyLogger™ mineral mapping method using a machine-learning-based computer vision technique https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:36877 Tue 14 Jul 2020 11:19:43 AEST ]]> Monocular ORB-SLAM on a humanoid robot for localization purposes https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:35899 Tue 14 Jan 2020 12:16:45 AEDT ]]> Stereo Visual Mesh for Generating Sparse Semantic Maps at High Frame Rates https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:54217 Tue 13 Feb 2024 12:01:29 AEDT ]]> Optimization of Robot Movements Using Genetic Algorithms and Simulation https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45916 Tue 08 Nov 2022 09:32:21 AEDT ]]> Comparing computing platforms for deep learning on a humanoid robot https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:35231 Tue 02 Jul 2019 11:44:45 AEST ]]> Aligning manifolds of double pendulum dynamics under the influence of noise https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:35229 Tue 02 Jul 2019 11:37:42 AEST ]]> Sliding window Bag-of-Visual-Words for low computational power robotics scene matching https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38793 Tue 01 Feb 2022 14:58:34 AEDT ]]> Training deep neural networks for detecting drinking glasses using synthetic images https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:34006 Thu 31 Jan 2019 10:13:58 AEDT ]]> Robust multi-objective optimization using conditional pareto optimal dominance https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:46494 Thu 24 Nov 2022 12:00:48 AEDT ]]> Supplementary material of the paper: Learning To See Topological Properties In 4D Using Convolutional Neural Networks https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:49972 Thu 22 Jun 2023 18:56:02 AEST ]]> Performance of evolutionary wavelet neural networks in acrobot control tasks https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:46386 Thu 17 Nov 2022 10:22:51 AEDT ]]> Testing the robustness of manifold learning on examples of thinned-out data https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:37897 Thu 17 Jun 2021 14:21:18 AEST ]]> Subliminal Faces https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:39044 Thu 16 Nov 2023 12:19:44 AEDT ]]> Manifold alignment through deep autoencoders https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:35739 Thu 14 Nov 2019 12:01:46 AEDT ]]> RoboCup junior in the Hunter Region: driving the future of robotic STEM education https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:40494 Thu 14 Jul 2022 09:13:20 AEST ]]> RTCSS: a framework for developing real-time peer-to-peer web applications https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:30086 Thu 12 Apr 2018 13:44:01 AEST ]]> A decentralised multi-agent system for rail freight traffic management https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:41693 Thu 11 Aug 2022 11:26:17 AEST ]]> A novel u-shaped transfer function for binary particle swarm optimisation https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38426 Thu 09 Sep 2021 14:13:32 AEST ]]> Modelling railway traffic management through multi-agent systems and reinforcement learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45860 Thu 08 Dec 2022 09:57:56 AEDT ]]> Voxel-based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:42724 Thu 01 Sep 2022 13:18:31 AEST ]]> Architectural evaluation of simulated pedestrian spatial behaviour https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:10764 Sat 24 Mar 2018 08:13:53 AEDT ]]> Simulating pedestrian flow dynamics for evaluating the design of urban and architectural space https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:10070 Sat 24 Mar 2018 08:07:22 AEDT ]]> Intelligent evaluation of urban streetscape designs by analysing pedestrian body dynamics https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:10064 Sat 24 Mar 2018 08:07:21 AEDT ]]> Software development in the City Evolutions Project https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:19488 Sat 24 Mar 2018 08:02:21 AEDT ]]> An experimental evaluation of pairwise adaptive support vector machines https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:20059 Sat 24 Mar 2018 08:00:13 AEDT ]]> Analysis of pedestrian spatial behaviour using GDTW-P-SVMs https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:21808 Sat 24 Mar 2018 07:59:22 AEDT ]]> Learning nursery rhymes using adaptive parameter neurodynamic programming https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:27277 Twinkle Twinkle Little Star and Mary Had a Little Lamb. We show that a large reduction in learning times can be achieved through a combination of adaptive parameters and random restarts to ensure policy convergence.]]> Sat 24 Mar 2018 07:40:23 AEDT ]]> A study on detecting three-dimensional balls using boosted classifiers https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:29258 Sat 24 Mar 2018 07:39:15 AEDT ]]> Point of regard from eye velocity in stereoscopic virtual environments based on intersections of hypothesis surfaces https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:27337 Sat 24 Mar 2018 07:38:30 AEDT ]]> A model of heteroassociative memory: deciphering surprising features and locations https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:23452 Sat 24 Mar 2018 07:13:03 AEDT ]]> A call to scale up biodiversity monitoring from idiosyncratic, small-scale programmes to coordinated, comprehensive and continuous monitoring across large scales https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:50374 Mon 24 Jul 2023 11:52:50 AEST ]]> Software architecture and computer vision for resource constrained robotics https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:32877 Mon 23 Sep 2019 11:55:52 AEST ]]> Big Data in IoT Systems https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:43440 Mon 19 Sep 2022 13:20:27 AEST ]]> Affective analysis of visual scenes using face pareidolia and scene-context https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:46174 Mon 14 Nov 2022 08:49:01 AEDT ]]> Evaluation of colour models for computer vision using cluster validation techniques https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:16255 Mon 13 Nov 2023 08:51:40 AEDT ]]> Evolutionary Hyperparameter Optimisation for Sentence Classification https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:40403 Mon 11 Jul 2022 13:55:35 AEST ]]> Visual Mesh: Real-Time Object Detection Using Constant Sample Density https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:49230 Mon 08 May 2023 09:46:14 AEST ]]> The Impact of Image Resolution on Facial Expression Analysis with CNNs https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45799 Mon 07 Nov 2022 09:51:17 AEDT ]]> From face recognition to facial pareidolia: Analysing hiddenneuron activations in cnns for cross-depiction recognition https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45798 Mon 07 Nov 2022 09:51:07 AEDT ]]> End-to-end speech emotion recognition based on time and frequency information using deep neural networks https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:48653 Fri 24 Mar 2023 16:04:46 AEDT ]]> Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:52671 Fri 20 Oct 2023 09:24:32 AEDT ]]> 4D 128 cube topological dataset https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:52048 The materials in this repository comprise a 4D topological dataset and two 4D visualisations in video format. The dataset can be downloaded directly as a series of twenty 1.5GB .zip files. More details can be found in the README.txt file. This data is also available via mediated access in the following formats: A single file approximately 30GB .zip file, or a series of ten 3GB .zip files.

All code and data released with this supplementary material uses the following license: Creative Commons Attribution 4.0 International (CC BY 4.0) http://creativecommons.org/licenses/by/4.0 This license permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original authors & provide a link to the Creative Commons license, and indicate if changes were made.

Please contact researchdata@newcastle.edu.au to access the data in alternative formats.]]>
Fri 17 Nov 2023 11:41:11 AEDT ]]>
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