Deep learning for network intrusion: A hierarchical approach to reduce false alarms SJ Moore, F Cruciani, CD Nugent, S Zhang, I Cleland, S Sani Intelligent Systems with Applications 18, 200215, 2023 | 2 | 2023 |
Semi-supervised detection of Algorithmically Generated Domains using Neural Network-based Autoencoders F Cruciani, S Moore, B Quigley, CD Nugent, S Sani AI-Cybersec Workshop 2021: Workshop on Artificial Intelligence and Cyber …, 2021 | 1 | 2021 |
A markov model to detect sensor failure in IoT environments SJ Moore, CD Nugent, S Zhang, I Cleland, S Sani, A Healing 2020 IEEE World Congress on Services (SERVICES), 13-16, 2020 | 5 | 2020 |
Usability and acceptability of an app (SELFBACK) to support self-management of low back pain: mixed methods study AL Nordstoga, K Bach, S Sani, N Wiratunga, PJ Mork, M Villumsen, ... JMIR rehabilitation and assistive technologies 7 (2), e18729, 2020 | 24 | 2020 |
Locality Sensitive Batch Selection for Triplet Networks K Martin, N Wiratunga, S Sani 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | | 2020 |
A knowledge-light approach to personalised and open-ended human activity recognition A Wijekoon, N Wiratunga, S Sani, K Cooper Knowledge-based systems 192, 105651, 2020 | 30 | 2020 |
YEAR A WIJEKOON, N WIRATUNGA, S SANI | | 2019 |
Matching networks for personalised human activity recognition. S Sani, N Wiratunga, S Massie, K Cooper CEUR Workshop Proceedings, 2018 | 6 | 2018 |
Improving human activity recognition with neural translator models. A Wijekoon, N Wiratunga, S Sani | | 2018 |
Study of similarity metrics for matching network-based personalised human activity recognition. S Sani, N Wiratunga, S Massie, K Cooper | | 2018 |
Improving kNN for human activity recognition with privileged learning using translation models A Wijekoon, N Wiratunga, S Sani, S Massie, K Cooper International Conference on Case-Based Reasoning, 448-463, 2018 | 10 | 2018 |
Zero-shot learning with matching networks for open-ended human activity recognition. A Wijekoon, N Wiratunga, S Sani CEUR Workshop Proceedings, 2018 | 4 | 2018 |
Personalised human activity recognition using matching networks S Sani, N Wiratunga, S Massie, K Cooper Case-Based Reasoning Research and Development: 26th International Conference …, 2018 | 22 | 2018 |
Accuracy of physical activity recognition from a wrist-worn sensor K Cooper, S Sani, L Corrigan, H MacDonald, C Prentice, R Vareta, ... Physiotherapy 103, e47, 2017 | 2 | 2017 |
Preface: The 2nd International Workshop on Knowledge Discovery in Healthcare Data (KDH) Z Ibrahim, H Wu, K Bach, R Dobson, S Denaxas, N Wiratunga, S Massie, ... CEUR Workshop Proceedings 1891, 3-4, 2017 | 1 | 2017 |
Learning deep and shallow features for human activity recognition S Sani, S Massie, N Wiratunga, K Cooper International conference on knowledge science, engineering and management …, 2017 | 49 | 2017 |
Learning deep features for kNN-based human activity recognition. S Sani, N Wiratunga, S Massie CEUR Workshop Proceedings, 2017 | 51 | 2017 |
A convolutional Siamese network for developing similarity knowledge in the SelfBACK dataset. K Martin, N Wiratunga, S Sani, S Massie, J Clos CEUR Workshop Proceedings, 2017 | 31 | 2017 |
kNN sampling for personalised human activity recognition S Sani, N Wiratunga, S Massie, K Cooper Case-Based Reasoning Research and Development: 25th International Conference …, 2017 | 46 | 2017 |
SELFBACK—activity recognition for self-management of low back pain S Sani, N Wiratunga, S Massie, K Cooper International Conference on Innovative Techniques and Applications of …, 2016 | 18 | 2016 |