Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Renuka Sindhgatta

Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms

Sep 03, 2021
Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta

* 25 pages, 11 figures, 5 tables 

  Access Paper or Ask Questions

Explainable AI Enabled Inspection of Business Process Prediction Models

Jul 16, 2021
Chun Ouyang, Renuka Sindhgatta, Catarina Moreira

* 17 pages, 6 figures, 1 table 

  Access Paper or Ask Questions

Developing a Fidelity Evaluation Approach for Interpretable Machine Learning

Jun 16, 2021
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

  Access Paper or Ask Questions

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

Dec 08, 2020
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

  Access Paper or Ask Questions

An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models

Jul 21, 2020
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza

  Access Paper or Ask Questions

An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics

Feb 21, 2020
Catarina Moreira, Renuka Sindhgatta, Chun Ouyang, Peter Bruza, Andreas Wichert

  Access Paper or Ask Questions

Interpreting Predictive Process Monitoring Benchmarks

Dec 22, 2019
Renuka Sindhgatta, Chun Ouyang, Catarina Moreira, Yi Liao

* 16 pages, 9 figures 

  Access Paper or Ask Questions

Targeted Example Generation for Compilation Errors

Sep 02, 2019
Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare

* To appear in 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019) 

  Access Paper or Ask Questions

Joint Multi-Domain Learning for Automatic Short Answer Grading

Feb 25, 2019
Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Peter Foltz, Renuka Sindhgatta, Bikram Sengupta

* 11 pages 

  Access Paper or Ask Questions

Memory-Augmented Neural Networks for Predictive Process Analytics

Feb 03, 2018
Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Dam, Renuka Sindhgatta

  Access Paper or Ask Questions