FedSim: Similarity guided model aggregation for Federated Learning C Palihawadana, N Wiratunga, A Wijekoon, H Kalutarage Neurocomputing 483, 432-445, 2022 | 32 | 2022 |
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 | 32* | 2020 |
Learning to Recognise Exercises in the Self-Management of Low Back Pain A Wijekoon, N Wiratunga, K Cooper, K Bach The Thirty-Third International Flairs Conference, 2020 | 30* | 2020 |
Personalised Meta-Learning for Human Activity Recognition with Few-Data A Wijekoon, N Wiratunga International Conference on Innovative Techniques and Applications of …, 2020 | 17* | 2020 |
FitChat: Conversational AI for Active Ageing N Wiratunga, A Wijekoon, C Palihawadana, K Cooper, V Mendham | 17* | 2020 |
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods N Wiratunga, A Wijekoon, I Nkisi-Orji, K Martin, C Palihawadana, ... 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 11 | 2021 |
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 |
Actionable feature discovery in counterfactuals using feature relevance explainers. N Wiratunga, A Wijekoon, I Nkisi-Orji, K Martin, C Palihawadana, ... CEUR Workshop Proceedings, 2021 | 6 | 2021 |
Heterogeneous multi-modal sensor fusion with hybrid attention for exercise recognition. L Morrison, A Wijekoon, N Wiratunga, K Cooper Institute of Electrical and Electronics Engineers, 2020 | 6* | 2020 |
Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud I Nkisi-Orji, C Palihawadana, N Wiratunga, D Corsar, A Wijekoon International Conference on Case-Based Reasoning, 125-139, 2022 | 5 | 2022 |
Human activity recognition with deep metric learners. K Martin, A Wijekoon, N Wiratunga CEUR Workshop Proceedings, 2020 | 5 | 2020 |
iSee: Intelligent Sharing of Explanation Experience by Users for Users A Wijekoon, N Wiratunga, C Palihawadana, I Nkisi-Orji, D Corsar, ... Companion Proceedings of the 28th International Conference on Intelligent …, 2023 | 4 | 2023 |
Clinical dialogue transcription error correction using Seq2Seq models G Nanayakkara, N Wiratunga, D Corsar, K Martin, A Wijekoon Multimodal AI in Healthcare, 41-57, 2023 | 4 | 2023 |
Exploring the Potential of Technology to Promote Exercise Snacking for Older Adults Who Are Prefrail in the Home Setting: User-Centered Design Study K Stawarz, IJ Liang, L Alexander, A Carlin, A Wijekoon, MJ Western JMIR aging 6, e41810, 2023 | 3 | 2023 |
Reasoning with counterfactual explanations for code vulnerability detection and correction. A Wijekoon, N Wiratunga CEUR Workshop Proceedings, 2021 | 3 | 2021 |
Reasoning with multi-modal sensor streams for m-health applications. A Wijekoon | 3 | 2018 |
AGREE: a feature attribution aggregation framework to address explainer disagreements with alignment metrics. C Pirie, N Wiratunga, A Wijekoon, CF Moreno-Garcia CEUR Workshop Proceedings, 2023 | 2 | 2023 |
Behaviour Trees for Creating Conversational Explanation Experiences A Wijekoon, D Corsar, N Wiratunga arXiv preprint arXiv:2211.06402, 2022 | 2 | 2022 |
Clinical Dialogue Transcription Error Correction with Self-supervision G Nanayakkara, N Wiratunga, D Corsar, K Martin, A Wijekoon International Conference on Innovative Techniques and Applications of …, 2023 | 1 | 2023 |
A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction A Wijekoon, N Wiratunga Knowledge-based systems 278, 110830, 2023 | 1 | 2023 |