Mythreyi Velmurugan

According to our database, Mythreyi Velmurugan authored at least 10 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data.

Mythreyi Velmurugan, Chun Ouyang, Yue Xu, Renuka Sindhgatta, Bemali Wickramanayake, Catarina Moreira

Eng. Appl. Artif. Intell., 2025

2021

LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models.

Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza

Decis. Support Syst., 2021

Developing a Fidelity Evaluation Approach for Interpretable Machine Learning.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

CoRR, 2021

Evaluating Stability of Post-hoc Explanations for Business Process Predictions.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Design and Evaluation of Explainable Methods for Predictive Process Analytics.

Mythreyi Velmurugan

Proceedings of the Doctoral Consortium Papers Presented at the 33rd International Conference on Advanced Information Systems Engineering (CAiSE 2021), Melbourne, Australia, June 28, 2021

Evaluating Fidelity of Explainable Methods for Predictive Process Analytics.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

2020

Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

CoRR, 2020

An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models.

Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza

CoRR, 2020

Building 'holistic' Business process modelling skills for IS graduates.

Wasana Bandara, Mythreyi Velmurugan, Sander J. J. Leemans

Proceedings of the 41st International Conference on Information Systems, 2020

2017

Online mediated sobriety: a conceptualization of the peer to peer social support mechanisms in an online "Stop Drinking" community.

Mythreyi Velmurugan, Jason Watson

Proceedings of the Australasian Conference on Information Systems, 2017