default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHoushang Darabi
Person information
- affiliation: University of Illinois at Chicago, Chicago, IL, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
[j29]Martha Razo, Houshang Darabi
:
Adjacency Matrix Deep Learning Prediction Model for Prognosis of the Next Event in a Process. IEEE Access 11: 11947-11955 (2023)- [j28]Julian Theis, Houshang Darabi:
Improving Predictive Process Monitoring Through Reachability Graph-Based Masking of Neural Networks. IEEE Trans. Comput. Soc. Syst. 10(4): 1927-1938 (2023) - 2022
- [j27]Maryam Pishgar, Martha Razo, Houshang Darabi:
Improving Process Discovery Algorithms Using Event Concatenation. IEEE Access 10: 69072-69090 (2022) - [j26]Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry L. 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): 21 (2022) - [j25]Maryam Pishgar, Julian Theis, Marina Del Rios, Amer Ardati, H. Anahideh, Houshang Darabi:
Prediction of unplanned 30-day readmission for ICU patients with heart failure. BMC Medical Informatics Decis. Mak. 22(1): 117 (2022) - [j24]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:
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients. BMC Medical Informatics Decis. Mak. 22(1): 194 (2022) - [j23]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): 388-399 (2022) - 2021
- [j22]Samuel Harford, Fazle Karim, Houshang Darabi:
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders. IEEE CAA J. Autom. Sinica 8(9): 1523-1538 (2021) - [j21]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): 224 (2021) - [j20]Fazle Karim, Somshubra Majumdar, Houshang Darabi:
Adversarial Attacks on Time Series. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3309-3320 (2021) - [c25]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: 281-293 - [i15]Julian Theis, Ilia Mokhtarian, Houshang Darabi:
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization. CoRR abs/2107.06319 (2021) - [i14]Julian Theis, Houshang Darabi:
Masking Neural Networks Using Reachability Graphs to Predict Process Events. CoRR abs/2108.00404 (2021) - [i13]Maryam Pishgar, Martha Razo, Julian Theis, Houshang Darabi:
Process Mining Model to Predict Mortality in Paralytic Ileus Patients. CoRR abs/2108.01267 (2021) - [i12]Samuel Harford, Fazle Karim, Houshang Darabi:
Improving Time Series Classification Algorithms Using Octave-Convolutional Layers. CoRR abs/2109.13696 (2021) - 2020
- [j19]Julian Theis, Houshang Darabi:
Adversarial System Variant Approximation to Quantify Process Model Generalization. IEEE Access 8: 194410-194427 (2020) - [i11]Julian Theis, Houshang Darabi:
Adversarial System Variant Approximation to Quantify Process Model Generalization. CoRR abs/2003.12168 (2020) - [i10]Samuel Harford, Fazle Karim, Houshang Darabi:
Adversarial Attacks on Multivariate Time Series. CoRR abs/2004.00410 (2020)
2010 – 2019
- 2019
- [j18]Fazle Karim, Somshubra Majumdar, Houshang Darabi:
Insights Into LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access 7: 67718-67725 (2019) - [j17]Julian Theis, Houshang Darabi:
Decay Replay Mining to Predict Next Process Events. IEEE Access 7: 119787-119803 (2019) - [j16]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): 1291-1292 (2019) - [j15]Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford:
Multivariate LSTM-FCNs for time series classification. Neural Networks 116: 237-245 (2019) - [j14]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): 13:1-13:16 (2019) - [c24]Julian Theis, Ilia Mokhtarian, Houshang Darabi:
Process Mining of Programmable Logic Controllers: Input/Output Event Logs. CASE 2019: 216-221 - [c23]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: 418-423 - [c22]Fazle Karim, Houshang Darabi, Samuel Harford, Shun Chen, Anooshiravan Sharabiani:
A Framework for Accurate Time Series Classification Based on Partial Observation. CASE 2019: 634-639 - [c21]Renata A. Revelo, Janet Omitoyin, Martin Cardona, Rezvan Nazempour, Houshang Darabi:
Engineering Identity Profiles of Low-SES, High-Achieving Incoming Engineering Students. FIE 2019: 1-4 - [i9]Julian Theis, Houshang Darabi:
Behavioral Petri Net Mining and Automated Analysis for Human-Computer Interaction Recommendations in Multi-Application Environments. CoRR abs/1902.08740 (2019) - [i8]Fazle Karim, Somshubra Majumdar, Houshang Darabi:
Adversarial Attacks on Time Series. CoRR abs/1902.10755 (2019) - [i7]Fazle Karim, Somshubra Majumdar, Houshang Darabi:
Insights into LSTM Fully Convolutional Networks for Time Series Classification. CoRR abs/1902.10756 (2019) - [i6]Julian Theis, Houshang Darabi:
DREAM-NAP: Decay Replay Mining to Predict Next Process Activities. CoRR abs/1903.05084 (2019) - [i5]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 abs/1903.09267 (2019) - [i4]Julian Theis, Ilia Mokhtarian, Houshang Darabi:
Process Mining of Programmable Logic Controllers: Input/Output Event Logs. CoRR abs/1903.09513 (2019) - 2018
- [j13]Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen:
LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access 6: 1662-1669 (2018) - [j12]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: 5340845:1-5340845:11 (2018) - [j11]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): 359-388 (2018) - [c20]Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi:
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. IEEE BigData 2018: 5267-5271 - [i3]Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford:
Multivariate LSTM-FCNs for Time Series Classification. CoRR abs/1801.04503 (2018) - [i2]Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi:
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. CoRR abs/1812.07729 (2018) - 2017
- [j10]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): 2688-2703 (2017) - [i1]Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen:
LSTM Fully Convolutional Networks for Time Series Classification. CoRR abs/1709.05206 (2017) - 2016
- [c19]Anooshiravan Sharabiani, Ashkan Sharabiani, Houshang Darabi:
A novel Bayesian and Chain Rule Model on symbolic representation for time series classification. CASE 2016: 1014-1019 - 2015
- [j9]Ashkan Sharabiani, Adam Bress, Elnaz Douzali, Houshang Darabi:
Revisiting Warfarin Dosing Using Machine Learning Techniques. Comput. Math. Methods Medicine 2015: 560108:1-560108:9 (2015) - 2014
- [c18]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: 832-837 - 2013
- [c17]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: 623-628 - 2012
- [c16]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: 297-302 - [c15]Ashkan Sharabiani, Houshang Darabi:
Observation policies for patient and resource tracking in outpatient clinics. CASE 2012: 532-537 - 2011
- [j8]Nicholas Wightkin, Ugo A. Buy, Houshang Darabi:
Formal Modeling of Sequential Function Charts With Time Petri Nets. IEEE Trans. Control. Syst. Technol. 19(2): 455-464 (2011) - [j7]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): 522-539 (2011) - [c14]Maryam Haji, Houshang Darabi:
A simulation case study: Reducing outpatient waiting time of otolaryngology care services using VBA. CASE 2011: 525-530 - 2010
- [c13]Francesca Schuler, Houshang Darabi:
Supervisory control and data collection policies for a distribution center modeled as a discrete event system. ICNSC 2010: 177-182
2000 – 2009
- 2009
- [c12]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: 190-195 - [c11]Maryam Haji, Houshang Darabi:
A heuristic algorithm for schedule reconfiguration of projects during Execution. SOLI 2009: 400-405 - 2008
- [j6]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): 84-100 (2008) - [c10]Maryam Haji, Luca Agostoni, Paolo Gullo, Houshang Darabi, Mauro Mancini:
An improved multi-mode resource allocation and project scheduling model. CASE 2008: 365-370 - 2007
- [j5]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): 1067-1080 (2007) - [c9]Maryam Haji, Houshang Darabi:
Petri Net based Supervisory Control Reconfiguration of Project Management Systems. CASE 2007: 460-465 - [c8]Haisheng Wang, Liviu Grigore, Ugo A. Buy, Houshang Darabi:
Enforcing transition deadlines in time Petri nets. ETFA 2007: 604-611 - 2005
- [c7]Magdy M. Abdelhameed, Houshang Darabi:
Diagnosis and debugging of programmable logic controller control programs by neural networks. CASE 2005: 313-318 - [c6]Ugo A. Buy, Houshang Darabi, Mihai Lehene, Vikram Venepally:
Supervisory Control of Time Petri Nets Using Net Unfolding. COMPSAC (2) 2005: 97-100 - [c5]Ugo A. Buy, Mihai Lehene, Houshang Darabi:
Latency-Based Supervisors for Enforcing Deadlines in Time Petri Nets. SEW 2005: 211-218 - 2004
- [j4]Jing Liu, Houshang Darabi:
Control reconfiguration of discrete event systems controllers with partial observation. IEEE Trans. Syst. Man Cybern. Part B 34(6): 2262-2272 (2004) - [c4]Rupa Sampath, Houshang Darabi:
On the Application of Petri Net Supervisory Controllers in Dynamic Reconfiguration of Medical Emergency Resources. CCCT (2) 2004: 349-354 - 2003
- [j3]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): 131-137 (2003) - [j2]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): 168-175 (2003) - 2002
- [c3]Jing Liu, Houshang Darabi:
Ramadge-Wonham Supervisory Control of Mobile Robots: Lessons from Practice. ICRA 2002: 670-675 - 2001
- [j1]Anna L. Buczak, Henry (Hui) Wang, Houshang Darabi, Mohsen A. Jafari:
Genetic algorithm convergence study for sensor network optimization. Inf. Sci. 133(3-4): 267-282 (2001) - 2000
- [c2]Houshang Darabi, Mohsen A. Jafari:
Adaptive Supervisory Control under Sensor Unavailability. ICRA 2000: 4116-
1990 – 1999
- 1998
- [c1]Houshang Darabi, Mohsen A. Jafari:
Recovery analysis of supervisory control of discrete event systems. SMC 1998: 704-709
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:18 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
