Mythreyi Velmurugan

12 papers A 1C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data.
Eng. Appl. Artif. Intell.
Mythreyi Velmurugan, Chun Ouyang, Yue Xu, Renuka Sindhgatta, Bemali Wickramanayake, Catarina Moreira
2025 J jnl
Through the looking glass: evaluating post hoc explanations using transparent models.
Int. J. Data Sci. Anal.
Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Catarina Moreira
2024 J jnl
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data.
CoRR
Mythreyi Velmurugan, Chun Ouyang, Yue Xu, Renuka Sindhgatta, Bemali Wickramanayake, Catarina Moreira
2021 — conf
Design and Evaluation of Explainable Methods for Predictive Process Analytics.
CAiSE (Doctoral Consortium)
Mythreyi Velmurugan
2021 J jnl
Developing a Fidelity Evaluation Approach for Interpretable Machine Learning.
CoRR
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2021 — conf
Evaluating Fidelity of Explainable Methods for Predictive Process Analytics.
CAiSE Forum
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2021 A conf
Evaluating Stability of Post-hoc Explanations for Business Process Predictions.
ICSOC
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2021 J jnl
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models.
Decis. Support Syst.
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
2020 J jnl
An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models.
CoRR
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
2020 C conf
Building 'holistic' Business process modelling skills for IS graduates.
ICIS
Wasana Bandara, Mythreyi Velmurugan, Sander J. J. Leemans
2020 J jnl
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach.
CoRR
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2017 — conf
Online mediated sobriety: a conceptualization of the peer to peer social support mechanisms in an online "Stop Drinking" community.
ACIS
Mythreyi Velmurugan, Jason Watson