| Improving the in-hospital mortality prediction of diabetes ICU patients using a process mining/deep learning architecture J Theis, WL Galanter, AD Boyd, H Darabi IEEE Journal of Biomedical and Health Informatics 26 (1), 388-399, 2021 | 61 | 2021 |
| Decay Replay Mining to Predict Next Process Events J Theis, H Darabi IEEE Access 7, 119787-119803, 2019 | 51 | 2019 |
| Prediction of unplanned 30-day readmission for ICU patients with heart failure M Pishgar, J Theis, M Del Rios, A Ardati, H Anahideh, H Darabi BMC medical informatics and decision making 22 (1), 117, 2022 | 21 | 2022 |
| Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models W Galanter, JM Rodríguez-Fernández, K Chow, S Harford, ... BMC medical informatics and decision making 21 (1), 224, 2021 | 16 | 2021 |
| Process Mining of Programmable Logic Controllers: Input/Output Event Logs J Theis, I Mokhtarian, H Darabi 2019 IEEE 15th International Conference on Automation Science and …, 2019 | 15 | 2019 |
| Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments J Theis, H Darabi Proceedings of the ACM on Human-Computer Interaction 3 (EICS), 1-16, 2019 | 11 | 2019 |
| Adversarial system variant approximation to quantify process model generalization J Theis, H Darabi IEEE Access 8, 194410-194427, 2020 | 10 | 2020 |
| A process mining-deep learning approach to predict survival in a cohort of hospitalized COVID‐19 patients M Pishgar, S Harford, J Theis, W Galanter, JM Rodríguez-Fernández, ... BMC Medical Informatics and Decision Making 22 (1), 194, 2022 | 9 | 2022 |
| Process mining model to predict mortality in paralytic ileus patients M Pishgar, M Razo, J Theis, H Darabi 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), 1-6, 2021 | 8 | 2021 |
| Masking neural networks using reachability graphs to predict process events J Theis, H Darabi 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), 1-6, 2021 | 2 | 2021 |
| On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization J Theis, I Mokhtarian, H Darabi International Conference on Process Mining, 281-293, 2021 | 1 | 2021 |
| Climate neutrality in European heavy-duty road transport: How to decarbonise trucks and buses in less than 30 years? B Shirizadeh, A Ailleret, C Cartry, S Douguet, T Gehring, S Maden, B Mais, ... Energy Conversion and Management 309, 118438, 2024 | | 2024 |
| Improving Predictive Process Monitoring Through Reachability Graph-Based Masking of Neural Networks J Theis, H Darabi IEEE Transactions on Computational Social Systems, 2022 | | 2022 |
| Predicting System Behavior through Deep Learning of Process Mining Models and Generalization Metric J Theis University of Illinois at Chicago, 2021 | | 2021 |
Houshang DarabiUniversity of Illinois ChicagoVerified email at uic.edu
