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2020 – today
- 2024
[i4]Mythreyi Velmurugan, Chun Ouyang, Yue Xu, Renuka Sindhgatta, Bemali Wickramanayake, Catarina Moreira:
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data. CoRR abs/2410.12803 (2024)- 2021
- [j1]Catarina Moreira
, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza:
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models. Decis. Support Syst. 150: 113561 (2021) - [c5]Mythreyi Velmurugan:
Design and Evaluation of Explainable Methods for Predictive Process Analytics. CAiSE (Doctoral Consortium) 2021: 49-58 - [c4]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Fidelity of Explainable Methods for Predictive Process Analytics. CAiSE Forum 2021: 64-72 - [c3]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Stability of Post-hoc Explanations for Business Process Predictions. ICSOC 2021: 49-64 - [i3]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Developing a Fidelity Evaluation Approach for Interpretable Machine Learning. CoRR abs/2106.08492 (2021) - 2020
- [c2]Wasana Bandara, Mythreyi Velmurugan, Sander J. J. Leemans:
Building 'holistic' Business process modelling skills for IS graduates. ICIS 2020 - [i2]Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza:
An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models. CoRR abs/2007.10668 (2020) - [i1]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach. CoRR abs/2012.04218 (2020)
2010 – 2019
- 2017
- [c1]Mythreyi Velmurugan, Jason Watson:
Online mediated sobriety: a conceptualization of the peer to peer social support mechanisms in an online "Stop Drinking" community. ACIS 2017: 53
Coauthor Index
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