| LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models C Moreira, YL Chou, M Velmurugan, C Ouyang, R Sindhgatta, P Bruza Decision Support Systems 150, 113561, 2021 | 71 | 2021 |
| Evaluating fidelity of explainable methods for predictive process analytics M Velmurugan, C Ouyang, C Moreira, R Sindhgatta International conference on advanced information systems engineering, 64-72, 2021 | 38 | 2021 |
| Developing a fidelity evaluation approach for interpretable machine learning M Velmurugan, C Ouyang, C Moreira, R Sindhgatta arXiv preprint arXiv:2106.08492, 2021 | 21 | 2021 |
| Evaluating stability of post-hoc explanations for business process predictions M Velmurugan, C Ouyang, C Moreira, R Sindhgatta International Conference on Service-Oriented Computing, 49-64, 2021 | 14 | 2021 |
| Evaluating explainable methods for predictive process analytics: a functionally-grounded approach M Velmurugan, C Ouyang, C Moreira, R Sindhgatta arXiv preprint arXiv:2012.04218, 2020 | 10 | 2020 |
| Building'holistic'Business process modelling skills for IS graduates W Bandara, M Velmurugan, S Leemans Proceedings of the 41st International Conference on Information Systems …, 2020 | 6 | 2020 |
| Through the looking glass: evaluating post hoc explanations using transparent models M Velmurugan, C Ouyang, R Sindhgatta, C Moreira International Journal of Data Science and Analytics, 1-21, 2023 | 4 | 2023 |
| Online mediated sobriety: a conceptualization of the peer to peer social support mechanisms in an online" Stop Drinking" community M Velmurugan, J Watson | 3* | 2017 |
| Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data M Velmurugan, C Ouyang, Y Xu, R Sindhgatta, B Wickramanayake, ... Engineering Applications of Artificial Intelligence 141, 109772, 2025 | | 2025 |
| Evaluating post hoc explanations using tabular data: A functionally-grounded perspective M Velmurugan Queensland University of Technology, 2024 | | 2024 |
| Supporting carers in online role‐diverse communities: A case study in Australia M Velmurugan, J Watson, P Obst, C Ouyang Health & Social Care in the Community 30 (6), e6030-e6043, 2022 | | 2022 |
| Design and Evaluation of Explainable Methods for Predictive Process Analytics. M Velmurugan CAiSE (Doctoral Consortium), 49-58, 2021 | | 2021 |
Chun OuyangAssociate Professor, PhD, Queensland University of TechnologyVerificeret mail på qut.edu.au