| Multivariate LSTM-FCNs for time series classification F Karim, S Majumdar, H Darabi, S Harford Neural networks 116, 237-245, 2019 | 936 | 2019 |
| Generating adversarial samples on multivariate time series using variational autoencoders S Harford, F Karim, H Darabi IEEE/CAA Journal of Automatica Sinica 8 (9), 1523-1538, 2021 | 49* | 2021 |
| Efficient classification of long time series by 3-d dynamic time warping A Sharabiani, H Darabi, A Rezaei, S Harford, H Johnson, F Karim IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (10), 2688-2703, 2017 | 44 | 2017 |
| Asymptotic dynamic time warping calculation with utilizing value repetition A Sharabiani, H Darabi, S Harford, E Douzali, F Karim, H Johnson, ... Knowledge and Information Systems 57, 359-388, 2018 | 33 | 2018 |
| A machine learning based model for out of hospital cardiac arrest outcome classification and sensitivity analysis S Harford, H Darabi, M Del Rios, S Majumdar, F Karim, TV Hoek, K Erwin, ... Resuscitation 138, 134-140, 2019 | 25 | 2019 |
| 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 | 21 | 2021 |
| 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 | 14 | 2022 |
| A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow S Harford, M Del Rios, S Heinert, J Weber, E Markul, K Tataris, ... BMC medical informatics and decision making 22 (1), 21, 2022 | 9 | 2022 |
| Predicting prolonged hospitalization and supplemental oxygenation in patients with COVID-19 infection from ambulatory chest radiographs using deep learning A Pyrros, AE Flanders, JM Rodriguez-Fernandez, A Chen, P Cole, ... Academic radiology 28 (8), 1151-1158, 2021 | 9 | 2021 |
| Detecting current job market skills and requirements through text mining H Darabi, FSM Karim, ST Harford, E Douzali, PC Nelson 2018 ASEE Annual Conference & Exposition, 2018 | 8 | 2018 |
| Beyond grade point average and standardized testing: Incorporating a socio-economic factor in admissions to support minority success H Darabi, E Douzali, ST Harford, PC Nelson, FSM Karim 2017 ASEE Annual Conference & Exposition, 2017 | 5 | 2017 |
| Life after university for engineering graduates H Darabi, E Douzali, FSM Karim, ST Harford, H Johnson 2017 ASEE Annual Conference & Exposition, 2017 | 5 | 2017 |
| Utilizing community level factors to improve prediction of out of hospital cardiac arrest outcome using machine learning S Harford, H Darabi, S Heinert, J Weber, T Campbell, P Kotini-Shah, ... Resuscitation 178, 78-84, 2022 | 4 | 2022 |
| A framework for accurate time series classification based on partial observation F Karim, H Darabi, S Harford, S Chen, A Sharabiani 2019 IEEE 15th International Conference on Automation Science and …, 2019 | 3 | 2019 |
| Improving time series classification algorithms using octave-convolutional layers S Harford, F Karim, H Darabi arXiv preprint arXiv:2109.13696, 2021 | 2 | 2021 |
| A comparative analysis of underrepresented engineering applicants admission practices and their academic performance at the University of Illinois at chicago H Darabi, FSM Karim, ST Harford, E Douzali, PC Nelson, A Sharabiani 2016 ASEE Annual Conference & Exposition, 2016 | 1 | 2016 |
| Board 433: Work in Progress: Improving Students' Decision-Making Behavior in Choosing an Engineering Pathway AY Tran, D Ghosh, S Harford, H Darabi, JR Amos ASEE Annual Conference and Exposition, Conference Proceedings, 2024 | | 2024 |
| Board 315: Improving Students' Decision-Making Behavior in Choosing an Engineering Pathway D Ghosh, S Harford, H Darabi, JR Amos ASEE Annual Conference and Exposition, Conference Proceedings, 2023 | | 2023 |
| Deep Learning and Adversarial Approach to Time Series Classification and Healthcare Engineering S Harford University of Illinois at Chicago, 2023 | | 2023 |
| Outcome Prediction of Out of Hospital Cardiac Arrest with Environmental Information Using Machine Learning S Harford, H Darabi, S Heinert, M Del Rios, Illinois Heart Rescue Circulation 142 (Suppl_4), A256-A256, 2020 | | 2020 |
