Robustness Attributes to Safeguard Machine Learning Models in Production H. Abdelkader, M. Abdelrazek, J. Schneider, P. Rani, R. Vasa 2023 / pp. Accepted on 11/10/2023 / IEEE Conference on Engineering Informatics 2023
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee G. Ngo, D. Nguyen, D. Phan-Trong, S. Gupta 2023 / pp. Accepted on 11 September 2023 / Asian Conference on Machine Learning (ACML)
NeuralBO: A black-box optimization algorithm using deep neural networks D. Phan-Trong, H. Tran-The, S. Gupta 2023 / Vol. 559, pp. 126776 / Neurocomputing
Machine learning identifies a COVID-19-specific phenotype in university students using a mental health app A. Shvetcov, A. Whitton, S. Kasturi, W. Y. Zheng, J. R. Beames, O. Ibrahim, J. Han, L. Hoon, K. Mouzakis, S. Gupta, S. Venkatesh, H. Christensen, J. M. Newby 2023 / pp. 100666 / Internet Interventions
Hierarchical {GF}lowNet for Crystal Structure Generation T. M. Nguyen, S. A. Tawfik, T. Tran, S. Gupta, S. Rana, S. Venkatesh 2023 / AI for Accelerated Materials Design - NeurIPS 2023 Workshop
Exploring the Reliability of IoT Packet Classifiers: An Experimental Study R. V. H. G. I. L. M. T. 1. A. Pasquini, A. Chambers 2023 / pp. Accepted on 22/09/2023 / 2023 IEEE Globecom Workshops
Domain Generalization with Interpolation Robustness R. Palakkadavath, T. Nguyen-Tang, H. Le, S. Venkatesh, S. Gupta 2023 / Vol. 222, pp. 1039 - 1054 / Proceedings of the 15th Asian Conference on Machine Learning (ACML 2023)
EEG datasets for seizure detection and prediction—A review S. Wong, A. Simmons, J. Rivera-Villicana, S. Barnett, S. Sivathamboo, P. Perucca, Z. Ge, P. Kwan, L. Kuhlmann, R. Vasa, others 2023 / Vol. 8, pp. 252 - 267 / Epilepsia Open
Factors affecting interpretation of dental radiographs S. Hegde, J. Gao, R. Vasa, S. Cox 2023 / Vol. 52, pp. 20220279 / Dentomaxillofacial Radiology
Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture H. Du, S. Thudumu, S. Singh, S. Barnett, I. Logothetis, R. Vasa, K. Mouzakis 2023 / pp. 706 - 707 / 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)
UAV dynamic object tracking with Lightweight Deep Vision Reinforcement Learning H. Nguyen, S. Thudumu, H. Du, K. Mouzakis, R. Vasa 2023 / Vol. 16, pp. 227 / Algorithms
Case study of designing and evaluating an independent open learner model tool C. Y. Law, J. Grundy, K. V. Baggo, A. Cain, R. Vasa 2023 / Vol. 8, pp. 2237331 / Higher Education Pedagogies
Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model H. Du, S. Thudumu, A. Giardina, R. Vasa, K. Mouzakis, L. Jiang, J. Chisholm, S. Bista 2023 / Vol. 10, pp. 156 / Journal of Big Data
An Integrated Federated Learning and Meta-Learning Approach for Mining Operations V. Munagala, S. Singh, S. Thudumu, I. Logothetis, S. Bhandari, A. Bhandari, K. Mouzakis, R. Vasa 2023 / pp. 379 - 390 / Australasian Joint Conference on Artificial Intelligence
Universal Graph Continual Learning T. D. Hoang, D. Nguyen, B. Nguyen, H. H. Nguyen, H. Le, others 2023 / pp. 1 - 16 / Transactions on Machine Learning Research
Beyond Surprise: Improving Exploration Through Surprise Novelty H. Le, K. Do, D. Nguyen, S. Venkatesh 2023 / pp. Accepted on 21/5/2023 / International Conference on Autonomous Agents and Multi-Agent Systems(AAMAS)
mHealthSwarm: A Unified Platform for mHealth Applications B. J. Philip, Y. A. Alshehhi, M. Abdelrazek, S. Barnett, A. Bonti, J. Grundy 2023 / pp. 605 - 612 / ENASE 2023 : Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering 2023
Understanding User Perspectives on Data Visualisation in mHealth Apps: A Survey Study Y. A. Alshehhi, M. Abdelrazek, B. J. Philip, A. Bonti 2023 / Vol. 11, pp. 84200 - 84213 / IEEE Access
Data Collection Mechanisms in Health and Wellness Apps: Review and Analysis B. J. Philip, M. Abdelrazek, A. Bonti, S. Barnett, J. Grundy 2022 / Vol. 10, pp. e30468 / JMIR mHealth and uHealth
Predicting metallic armour performance when impacted by fragment-simulating projectiles – Model adjustments and improvements W. Schonberg, S. Ryan 2022 / Vol. 161, pp. 104090 / International Journal of Impact Engineering