Houshang Darabi

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 41

Top Topics

Programmable Logic

Support Vector Machine

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Martha Razo, Houshang Darabi
Adjacency Matrix Deep Learning Prediction Model for Prognosis of the Next Event in a Process. IEEE Access 11 (2023)
Julian Theis, Houshang Darabi
Improving Predictive Process Monitoring Through Reachability Graph-Based Masking of Neural Networks. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Maryam Pishgar, Martha Razo, Houshang Darabi
Improving Process Discovery Algorithms Using Event Concatenation. IEEE Access 10 (2022)
Maryam Pishgar, Julian Theis, Marina Del Rios, A. Ardati, H. Anahideh, Houshang Darabi
Prediction of unplanned 30-day readmission for ICU patients with heart failure. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry Vanden Hoek, Houshang Darabi
A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Julian Theis, William L. Galanter, Andrew D. Boyd, Houshang Darabi
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Julian Theis, Ilia Mokhtarian, Houshang Darabi
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization. CoRR (2021)
Samuel Harford, Fazle Karim, Houshang Darabi
Improving Time Series Classification Algorithms Using Octave-Convolutional Layers. CoRR (2021)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Adversarial Attacks on Time Series. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Julian Theis, Houshang Darabi
Masking Neural Networks Using Reachability Graphs to Predict Process Events. CoRR (2021)
Julian Theis, Ilia Mokhtarian, Houshang Darabi
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization. ICPM Workshops (2021)
Maryam Pishgar, Martha Razo, Julian Theis, Houshang Darabi
Process Mining Model to Predict Mortality in Paralytic Ileus Patients. CoRR (2021)
William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Samuel Harford, Fazle Karim, Houshang Darabi
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders. IEEE CAA J. Autom. Sinica 8 (9) (2021)
Julian Theis, Houshang Darabi
Adversarial System Variant Approximation to Quantify Process Model Generalization. IEEE Access 8 (2020)
Julian Theis, Houshang Darabi
Adversarial System Variant Approximation to Quantify Process Model Generalization. CoRR (2020)
Samuel Harford, Fazle Karim, Houshang Darabi
Adversarial Attacks on Multivariate Time Series. CoRR (2020)
Julian Theis, Houshang Darabi
Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments. Proc. ACM Hum. Comput. Interact. 3 (EICS) (2019)
Ashkan Sharabiani, Adam Bress, William L. Galanter, Rezvan Nazempour, Houshang Darabi
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 (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Insights into LSTM Fully Convolutional Networks for Time Series Classification. CoRR (2019)
Julian Theis, Houshang Darabi
DREAM-NAP: Decay Replay Mining to Predict Next Process Activities. CoRR (2019)
Fazle Karim, Houshang Darabi, Samuel Harford, Shun Chen, Anooshiravan Sharabiani
A Framework for Accurate Time Series Classification Based on Partial Observation. CASE (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Adversarial Attacks on Time Series. CoRR (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
Multivariate LSTM-FCNs for time series classification. Neural Networks 116 (2019)
Houshang Darabi, Georgiana Ifrim, Patrick Schäfer, Diego Furtado Silva
Guest editorial for special issue on time series classification. IEEE CAA J. Autom. Sinica 6 (6) (2019)
Julian Theis, Houshang Darabi
Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments. CoRR (2019)
Julian Theis, Ilia Mokhtarian, Houshang Darabi
Process Mining of Programmable Logic Controllers: Input/Output Event Logs. CoRR (2019)
Renata A. Revelo, Janet Omitoyin, Martin Cardona, Rezvan Nazempour, Houshang Darabi
Engineering Identity Profiles of Low-SES, High-Achieving Incoming Engineering Students. FIE (2019)
Julian Theis, Houshang Darabi
Decay Replay Mining to Predict Next Process Events. IEEE Access 7 (2019)
Julian Theis, Ilia Mokhtarian, Houshang Darabi
Process Mining of Programmable Logic Controllers: Input/Output Event Logs. CASE (2019)
Ashkan Sharabiani, Adam Bress, William L. Galanter, Rezvan Nazempour, Houshang Darabi
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 (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Insights Into LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access 7 (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
Multivariate LSTM-FCNs for Time Series Classification. CoRR (2018)
Ashkan Sharabiani, Edith Nutescu, William L. Galanter, Houshang Darabi
A New Approach towards Minimizing the Risk of Misdosing Warfarin Initiation Doses. Comput. Math. Methods Medicine 2018 (2018)
Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. IEEE BigData (2018)
Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. CoRR (2018)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen
LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access 6 (2018)
Anooshiravan Sharabiani, Houshang Darabi, Samuel Harford, Elnaz Douzali, Fazle Karim, Hereford Johnson, Shun Chen
Asymptotic Dynamic Time Warping calculation with utilizing value repetition. Knowl. Inf. Syst. 57 (2) (2018)
Anooshiravan Sharabiani, Houshang Darabi, Ashkan Rezaei, Samuel Harford, Hereford Johnson, Fazle Karim
Efficient Classification of Long Time Series by 3-D Dynamic Time Warping. IEEE Trans. Syst. Man Cybern. Syst. 47 (10) (2017)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen
LSTM Fully Convolutional Networks for Time Series Classification. CoRR (2017)
Anooshiravan Sharabiani, Ashkan Sharabiani, Houshang Darabi
A novel Bayesian and Chain Rule Model on symbolic representation for time series classification. CASE (2016)
Ashkan Sharabiani, Adam Bress, Elnaz Douzali, Houshang Darabi
Revisiting Warfarin Dosing Using Machine Learning Techniques. Comput. Math. Methods Medicine 2015 (2015)
Ashkan Sharabiani, Fazle Karim, Anooshiravan Sharabiani, Mariya Atanasov, Houshang Darabi
An enhanced bayesian network model for prediction of students' academic performance in engineering programs. EDUCON (2014)
Ashkan Sharabiani, Houshang Darabi, Adam Bress, Larisa Cavallari, Edith Nutescu, Katarzyna Drozda
Machine learning based prediction of warfarin optimal dosing for African American patients. CASE (2013)
Ashkan Sharabiani, Houshang Darabi
Observation policies for patient and resource tracking in outpatient clinics. CASE (2012)
Josh Reese, Yong Wang, Lin Li, Houshang Darabi, Erik Osland, Mehmet S. Ozcan, Verna L. Baughman, Guy Edelman
Early warning system modeling for patient bispectral index prognosis in anesthesia and the operating room. CASE (2012)
David Murphy, Houshang Darabi, Asad A. Abidi, Amr Amin Hafez, Ahmad Mirzaei, Mohyee Mikhemar, Mau-Chung Frank Chang
A Blocker-Tolerant, Noise-Cancelling Receiver Suitable for Wideband Wireless Applications. IEEE J. Solid State Circuits 47 (12) (2012)
Maryam Haji, Houshang Darabi
A simulation case study: Reducing outpatient waiting time of otolaryngology care services using VBA. CASE (2011)
Nicholas Wightkin, Ugo A. Buy, Houshang Darabi
Formal Modeling of Sequential Function Charts With Time Petri Nets. IEEE Trans. Control. Syst. Technol. 19 (2) (2011)
Haisheng Wang, Liviu Grigore, Ugo A. Buy, Mihai Lehene, Houshang Darabi
Enforcing Periodic Transition Deadlines in Time Petri Nets With Net Unfoldings. IEEE Trans. Syst. Man Cybern. Part A 41 (3) (2011)
Francesca Schuler, Houshang Darabi
Supervisory control and data collection policies for a distribution center modeled as a discrete event system. ICNSC (2010)
Mohyee Mikhemar, Houshang Darabi, Asad A. Abidi
A tunable integrated duplexer with 50dB isolation in 40nm CMOS. ISSCC (2009)
Houshang Darabi, William L. Galanter, Janet Yueh-Yun Lin, Ugo A. Buy, Rupa Sampath
Modeling and integration of hospital information systems with Petri nets. SOLI (2009)
Maryam Haji, Houshang Darabi
A heuristic algorithm for schedule reconfiguration of projects during Execution. SOLI (2009)
Maryam Haji, Luca Agostoni, Paolo Gullo, Houshang Darabi, Mauro Mancini
An improved multi-mode resource allocation and project scheduling model. CASE (2008)
Rupa Sampath, Houshang Darabi, Ugo A. Buy, Liu Jing
Control Reconfiguration of Discrete Event Systems With Dynamic Control Specifications. IEEE Trans Autom. Sci. Eng. 5 (1) (2008)
Haisheng Wang, Liviu Grigore, Ugo A. Buy, Houshang Darabi
Enforcing transition deadlines in time Petri nets. ETFA (2007)
Maryam Haji, Houshang Darabi
Petri Net based Supervisory Control Reconfiguration of Project Management Systems. CASE (2007)
Hui Liu, Houshang Darabi, Pat P. Banerjee, Jing Liu
Survey of Wireless Indoor Positioning Techniques and Systems. IEEE Trans. Syst. Man Cybern. Part C 37 (6) (2007)
Ugo A. Buy, Houshang Darabi, Mihai Lehene, Vikram Venepally
Supervisory Control of Time Petri Nets Using Net Unfolding. COMPSAC (2) (2005)
Ugo A. Buy, Mihai Lehene, Houshang Darabi
Latency-Based Supervisors for Enforcing Deadlines in Time Petri Nets. SEW (2005)
Magdy M. Abdelhameed, Houshang Darabi
Diagnosis and debugging of programmable logic controller control programs by neural networks. CASE (2005)
Jing Liu, Houshang Darabi
Control reconfiguration of discrete event systems controllers with partial observation. IEEE Trans. Syst. Man Cybern. Part B 34 (6) (2004)
Rupa Sampath, Houshang Darabi
On the Application of Petri Net Supervisory Controllers in Dynamic Reconfiguration of Medical Emergency Resources. CCCT (2) (2004)
Houshang Darabi, Mohsen A. Jafari, S. S. Manapure
Finite automata decomposition for flexible manufacturing systems control and scheduling. IEEE Trans. Syst. Man Cybern. Part C 33 (2) (2003)
Houshang Darabi, Mohsen A. Jafari, Anna L. Buczak
A control switching theory for supervisory control of discrete event systems. IEEE Trans. Robotics Autom. 19 (1) (2003)
Jing Liu, Houshang Darabi
Ramadge-Wonham Supervisory Control of Mobile Robots: Lessons from Practice. ICRA (2002)
Anna L. Buczak, Henry (Hui) Wang, Houshang Darabi, Mohsen A. Jafari
Genetic algorithm convergence study for sensor network optimization. Inf. Sci. 133 (3-4) (2001)
Houshang Darabi, Mohsen A. Jafari
Adaptive Supervisory Control under Sensor Unavailability. ICRA (2000)
Asad A. Abidi, Houshang Darabi
Low power RF integrated circuits: principles and practice. ISLPED (1999)
Houshang Darabi, Mohsen A. Jafari
Recovery analysis of supervisory control of discrete event systems. SMC (1998)