Houshang Darabi

70 papers A* 2B 1C 4Journal 45Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Improvement of railroad maintenance program: predicting the degradation level of railroad timber ties through the application of the random forest model. Discov. Artif. Intell. Faeze Khademi, Houshang Darabi, Daniel Leeb, Samuel Harford, Vipul Dhariwal
2023	J	`jnl`	Adjacency Matrix Deep Learning Prediction Model for Prognosis of the Next Event in a Process. IEEE Access Martha Razo, Houshang Darabi
2023	J	`jnl`	Improving Predictive Process Monitoring Through Reachability Graph-Based Masking of Neural Networks. IEEE Trans. Comput. Soc. Syst. Julian Theis, Houshang Darabi
2022	J	`jnl`	A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow. BMC Medical Informatics Decis. Mak. Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry L. Vanden Hoek, Houshang Darabi
2022	J	`jnl`	A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients. BMC Medical Informatics Decis. Mak. Maryam Pishgar, Samuel Harford, Julian Theis, William L. Galanter, Jorge Mario Rodríguez-Fernández, L. H. Chaisson, Y. Zhang, A. Trotter, Karl M. Kochendorfer, A. Boppana, Houshang Darabi
2022	J	`jnl`	Improving Process Discovery Algorithms Using Event Concatenation. IEEE Access Maryam Pishgar, Martha Razo, Houshang Darabi
2022	J	`jnl`	Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture. IEEE J. Biomed. Health Informatics Julian Theis, William L. Galanter, Andrew D. Boyd, Houshang Darabi
2022	J	`jnl`	Prediction of unplanned 30-day readmission for ICU patients with heart failure. BMC Medical Informatics Decis. Mak. Maryam Pishgar, Julian Theis, Marina Del Rios, Amer Ardati, H. Anahideh, Houshang Darabi
2021	J	`jnl`	Adversarial Attacks on Time Series. IEEE Trans. Pattern Anal. Mach. Intell. Fazle Karim, Somshubra Majumdar, Houshang Darabi
2021	J	`jnl`	Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders. IEEE CAA J. Autom. Sinica Samuel Harford, Fazle Karim, Houshang Darabi
2021	J	`jnl`	Improving Time Series Classification Algorithms Using Octave-Convolutional Layers. CoRR Samuel Harford, Fazle Karim, Houshang Darabi
2021	J	`jnl`	Masking Neural Networks Using Reachability Graphs to Predict Process Events. CoRR Julian Theis, Houshang Darabi
2021	—	`conf`	On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization. ICPM Workshops Julian Theis, Ilia Mokhtarian, Houshang Darabi
2021	J	`jnl`	On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization. CoRR Julian Theis, Ilia Mokhtarian, Houshang Darabi
2021	J	`jnl`	Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models. BMC Medical Informatics Decis. Mak. William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
2021	J	`jnl`	Process Mining Model to Predict Mortality in Paralytic Ileus Patients. CoRR Maryam Pishgar, Martha Razo, Julian Theis, Houshang Darabi
2020	J	`jnl`	Adversarial Attacks on Multivariate Time Series. CoRR Samuel Harford, Fazle Karim, Houshang Darabi
2020	J	`jnl`	Adversarial System Variant Approximation to Quantify Process Model Generalization. IEEE Access Julian Theis, Houshang Darabi
2020	J	`jnl`	Adversarial System Variant Approximation to Quantify Process Model Generalization. CoRR Julian Theis, Houshang Darabi
2019	—	`conf`	A Computer-Aided System for Determining the Application Range of a Warfarin Clinical Dosing Algorithm Using Support Vector Machines with a Polynomial Kernel Function. CASE Ashkan Sharabiani, Adam Bress, William L. Galanter, Rezvan Nazempour, Houshang Darabi
2019	J	`jnl`	A Computer-Aided System for Determining the Application Range of a Warfarin Clinical Dosing Algorithm Using Support Vector Machines with a Polynomial Kernel Function. CoRR Ashkan Sharabiani, Adam Bress, William L. Galanter, Rezvan Nazempour, Houshang Darabi
2019	—	`conf`	A Framework for Accurate Time Series Classification Based on Partial Observation. CASE Fazle Karim, Houshang Darabi, Samuel Harford, Shun Chen, Anooshiravan Sharabiani
2019	J	`jnl`	Adversarial Attacks on Time Series. CoRR Fazle Karim, Somshubra Majumdar, Houshang Darabi
2019	J	`jnl`	Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments. CoRR Julian Theis, Houshang Darabi
2019	J	`jnl`	Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments. Proc. ACM Hum. Comput. Interact. Julian Theis, Houshang Darabi
2019	J	`jnl`	DREAM-NAP: Decay Replay Mining to Predict Next Process Activities. CoRR Julian Theis, Houshang Darabi
2019	J	`jnl`	Decay Replay Mining to Predict Next Process Events. IEEE Access Julian Theis, Houshang Darabi
2019	C	`conf`	Engineering Identity Profiles of Low-SES, High-Achieving Incoming Engineering Students. FIE Renata A. Revelo, Janet Omitoyin, Martin Cardona, Rezvan Nazempour, Houshang Darabi
2019	J	`jnl`	Guest editorial for special issue on time series classification. IEEE CAA J. Autom. Sinica Houshang Darabi, Georgiana Ifrim, Patrick Schäfer, Diego Furtado Silva
2019	J	`jnl`	Insights Into LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access Fazle Karim, Somshubra Majumdar, Houshang Darabi
2019	J	`jnl`	Insights into LSTM Fully Convolutional Networks for Time Series Classification. CoRR Fazle Karim, Somshubra Majumdar, Houshang Darabi
2019	J	`jnl`	Multivariate LSTM-FCNs for time series classification. Neural Networks Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
2019	—	`conf`	Process Mining of Programmable Logic Controllers: Input/Output Event Logs. CASE Julian Theis, Ilia Mokhtarian, Houshang Darabi
2019	J	`jnl`	Process Mining of Programmable Logic Controllers: Input/Output Event Logs. CoRR Julian Theis, Ilia Mokhtarian, Houshang Darabi
2018	J	`jnl`	A New Approach towards Minimizing the Risk of Misdosing Warfarin Initiation Doses. Comput. Math. Methods Medicine Ashkan Sharabiani, Edith Nutescu, William L. Galanter, Houshang Darabi
2018	J	`jnl`	Asymptotic Dynamic Time Warping calculation with utilizing value repetition. Knowl. Inf. Syst. Anooshiravan Sharabiani, Houshang Darabi, Samuel Harford, Elnaz Douzali, Fazle Karim, Hereford Johnson, Shun Chen
2018	J	`jnl`	LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen
2018	J	`jnl`	Multivariate LSTM-FCNs for Time Series Classification. CoRR Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
2018	—	`conf`	Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. IEEE BigData Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi
2018	J	`jnl`	Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. CoRR Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi
2017	J	`jnl`	Efficient Classification of Long Time Series by 3-D Dynamic Time Warping. IEEE Trans. Syst. Man Cybern. Syst. Anooshiravan Sharabiani, Houshang Darabi, Ashkan Rezaei, Samuel Harford, Hereford Johnson, Fazle Karim
2017	J	`jnl`	LSTM Fully Convolutional Networks for Time Series Classification. CoRR Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen
2016	—	`conf`	A novel Bayesian and Chain Rule Model on symbolic representation for time series classification. CASE Anooshiravan Sharabiani, Ashkan Sharabiani, Houshang Darabi
2015	J	`jnl`	Revisiting Warfarin Dosing Using Machine Learning Techniques. Comput. Math. Methods Medicine Ashkan Sharabiani, Adam Bress, Elnaz Douzali, Houshang Darabi
2014	C	`conf`	An enhanced bayesian network model for prediction of students' academic performance in engineering programs. EDUCON Ashkan Sharabiani, Fazle Karim, Anooshiravan Sharabiani, Mariya Atanasov, Houshang Darabi
2013	—	`conf`	Machine learning based prediction of warfarin optimal dosing for African American patients. CASE Ashkan Sharabiani, Houshang Darabi, Adam Bress, Larisa Cavallari, Edith Nutescu, Katarzyna Drozda
2012	—	`conf`	Early warning system modeling for patient bispectral index prognosis in anesthesia and the operating room. CASE Josh Reese, Yong Wang, Lin Li, Houshang Darabi, Erik Osland, Mehmet S. Ozcan, Verna L. Baughman, Guy Edelman
2012	—	`conf`	Observation policies for patient and resource tracking in outpatient clinics. CASE Ashkan Sharabiani, Houshang Darabi
2011	—	`conf`	A simulation case study: Reducing outpatient waiting time of otolaryngology care services using VBA. CASE Maryam Haji, Houshang Darabi
2011	J	`jnl`	Enforcing Periodic Transition Deadlines in Time Petri Nets With Net Unfoldings. IEEE Trans. Syst. Man Cybern. Part A Haisheng Wang, Liviu Grigore, Ugo A. Buy, Mihai Lehene, Houshang Darabi
2011	J	`jnl`	Formal Modeling of Sequential Function Charts With Time Petri Nets. IEEE Trans. Control. Syst. Technol. Nicholas Wightkin, Ugo A. Buy, Houshang Darabi
2010	—	`conf`	Supervisory control and data collection policies for a distribution center modeled as a discrete event system. ICNSC Francesca Schuler, Houshang Darabi
2009	—	`conf`	A heuristic algorithm for schedule reconfiguration of projects during Execution. SOLI Maryam Haji, Houshang Darabi
2009	—	`conf`	Modeling and integration of hospital information systems with Petri nets. SOLI Houshang Darabi, William L. Galanter, Janet Yueh-Yun Lin, Ugo A. Buy, Rupa Sampath
2008	—	`conf`	An improved multi-mode resource allocation and project scheduling model. CASE Maryam Haji, Luca Agostoni, Paolo Gullo, Houshang Darabi, Mauro Mancini
2008	J	`jnl`	Control Reconfiguration of Discrete Event Systems With Dynamic Control Specifications. IEEE Trans Autom. Sci. Eng. Rupa Sampath, Houshang Darabi, Ugo A. Buy, Liu Jing
2007	C	`conf`	Enforcing transition deadlines in time Petri nets. ETFA Haisheng Wang, Liviu Grigore, Ugo A. Buy, Houshang Darabi
2007	—	`conf`	Petri Net based Supervisory Control Reconfiguration of Project Management Systems. CASE Maryam Haji, Houshang Darabi
2007	J	`jnl`	Survey of Wireless Indoor Positioning Techniques and Systems. IEEE Trans. Syst. Man Cybern. Part C Hui Liu, Houshang Darabi, Pat P. Banerjee, Jing Liu
2005	—	`conf`	Diagnosis and debugging of programmable logic controller control programs by neural networks. CASE Magdy M. Abdelhameed, Houshang Darabi
2005	C	`conf`	Latency-Based Supervisors for Enforcing Deadlines in Time Petri Nets. SEW Ugo A. Buy, Mihai Lehene, Houshang Darabi
2005	—	`conf`	Supervisory Control of Time Petri Nets Using Net Unfolding. COMPSAC (2) Ugo A. Buy, Houshang Darabi, Mihai Lehene, Vikram Venepally
2004	J	`jnl`	Control reconfiguration of discrete event systems controllers with partial observation. IEEE Trans. Syst. Man Cybern. Part B Jing Liu, Houshang Darabi
2004	—	`conf`	On the Application of Petri Net Supervisory Controllers in Dynamic Reconfiguration of Medical Emergency Resources. CCCT (2) Rupa Sampath, Houshang Darabi
2003	J	`jnl`	A control switching theory for supervisory control of discrete event systems. IEEE Trans. Robotics Autom. Houshang Darabi, Mohsen A. Jafari, Anna L. Buczak
2003	J	`jnl`	Finite automata decomposition for flexible manufacturing systems control and scheduling. IEEE Trans. Syst. Man Cybern. Part C Houshang Darabi, Mohsen A. Jafari, S. S. Manapure
2002	A*	`conf`	Ramadge-Wonham Supervisory Control of Mobile Robots: Lessons from Practice. ICRA Jing Liu, Houshang Darabi
2001	J	`jnl`	Genetic algorithm convergence study for sensor network optimization. Inf. Sci. Anna L. Buczak, Henry (Hui) Wang, Houshang Darabi, Mohsen A. Jafari
2000	A*	`conf`	Adaptive Supervisory Control under Sensor Unavailability. ICRA Houshang Darabi, Mohsen A. Jafari
1998	B	`conf`	Recovery analysis of supervisory control of discrete event systems. SMC Houshang Darabi, Mohsen A. Jafari