A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes. - Ishwar Venugopal; Jessica Töllich; Michael Fairbank; Ansgar Scherp (IJCNN, 2021)

Quartile-based Prediction of Event Types and Event Time in Business Processes using Deep Learning. - Ishwar Venugopal (CoRR, 2021)

Privacy preserving Generative Adversarial Networks to model Electronic Health Records. - Rohit Venugopal; Noman Shafqat; Ishwar Venugopal; Benjamin Mark John Tillbury; Harry Demetrios Stafford; Aikaterini Bourazeri (Neural Networks, 2022)