Houshang Darabi
Orcid: 0000-0001-7881-6542Affiliations:
- University of Illinois at Chicago, Chicago, IL, USA
According to our database1,
Houshang Darabi
authored at least 59 papers
between 1998 and 2023.
Collaborative distances:
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Bibliography
2023
Improving Predictive Process Monitoring Through Reachability Graph-Based Masking of Neural Networks.
IEEE Trans. Comput. Soc. Syst., August, 2023
Adjacency Matrix Deep Learning Prediction Model for Prognosis of the Next Event in a Process.
IEEE Access, 2023
2022
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.
IEEE J. Biomed. Health Informatics, 2022
BMC Medical Informatics Decis. Mak., 2022
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients.
BMC Medical Informatics Decis. Mak., 2022
A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow.
BMC Medical Informatics Decis. Mak., 2022
2021
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models.
BMC Medical Informatics Decis. Mak., 2021
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders.
IEEE CAA J. Autom. Sinica, 2021
CoRR, 2021
CoRR, 2021
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021
2020
IEEE Access, 2020
2019
Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments.
Proc. ACM Hum. Comput. Interact., 2019
IEEE CAA J. Autom. Sinica, 2019
IEEE Access, 2019
Engineering Identity Profiles of Low-SES, High-Achieving Incoming Engineering Students.
Proceedings of the IEEE Frontiers in Education Conference, 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
A Computer-Aided System for Determining the Application Range of a Warfarin Clinical Dosing Algorithm Using Support Vector Machines with a Polynomial Kernel Function.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
Knowl. Inf. Syst., 2018
Comput. Math. Methods Medicine, 2018
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
IEEE Trans. Syst. Man Cybern. Syst., 2017
2016
A novel Bayesian and Chain Rule Model on symbolic representation for time series classification.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016
2015
Comput. Math. Methods Medicine, 2015
2014
An enhanced bayesian network model for prediction of students' academic performance in engineering programs.
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014
2013
Machine learning based prediction of warfarin optimal dosing for African American patients.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
2012
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012
Early warning system modeling for patient bispectral index prognosis in anesthesia and the operating room.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012
2011
IEEE Trans. Syst. Man Cybern. Part A, 2011
IEEE Trans. Control. Syst. Technol., 2011
A simulation case study: Reducing outpatient waiting time of otolaryngology care services using VBA.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2011
2010
Supervisory control and data collection policies for a distribution center modeled as a discrete event system.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010
2009
Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009
Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009
2008
Control Reconfiguration of Discrete Event Systems With Dynamic Control Specifications.
IEEE Trans Autom. Sci. Eng., 2008
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008
2007
IEEE Trans. Syst. Man Cybern. Part C, 2007
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007
2005
Proceedings of the 29th Annual IEEE / NASA Software Engineering Workshop (SEW-29 2005), 2005
Proceedings of the 29th Annual International Computer Software and Applications Conference, 2005
Diagnosis and debugging of programmable logic controller control programs by neural networks.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2005
2004
Control reconfiguration of discrete event systems controllers with partial observation.
IEEE Trans. Syst. Man Cybern. Part B, 2004
On the Application of Petri Net Supervisory Controllers in Dynamic Reconfiguration of Medical Emergency Resources.
Proceedings of the 2nd International Conference Computing, 2004
2003
Finite automata decomposition for flexible manufacturing systems control and scheduling.
IEEE Trans. Syst. Man Cybern. Part C, 2003
IEEE Trans. Robotics Autom., 2003
2002
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
2001
2000
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998