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1

Multivariate LSTM-FCNs for time series classification

Karim, Fazle, Majumdar, Somshubra, Darabi, Houshang, Harford, Samuel

Journal:

Neural Networks

Year:

2019

Language:

english

File:

PDF, 966 KB

english, 2019

2

A single-period inventory model with inventory update decision: the newsboy problem extension

Maryam Haji, Houshang Darabi

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2010

Language:

english

File:

PDF, 298 KB

english, 2010

3

LSTM Fully Convolutional Networks for Time Series Classification

Karim, Fazle, Majumdar, Somshubra, Darabi, Houshang, Chen, Shun

Journal:

Year:

2017

Language:

english

File:

PDF, 754 KB

english, 2017

4

Insights Into LSTM Fully Convolutional Networks for Time Series Classification

Karim, Fazle, Majumdar, Somshubra, Darabi, Houshang

Journal:

Year:

2019

Language:

english

File:

PDF, 33 KB

english, 2019

5

[IEEE 2014 IEEE Global Engineering Education Conference (EDUCON) - Istanbul (2014.4.3-2014.4.5)] 2014 IEEE Global Engineering Education Conference (EDUCON) - An enhanced bayesian network model for prediction of students' academic performance in engineering programs

Sharabiani, Ashkan, Karim, Fazle, Sharabiani, Anooshiravan, Atanasov, Mariya, Darabi, Houshang

Year:

2014

Language:

english

File:

PDF, 1.21 MB

english, 2014

6

Formal Modeling of Sequential Function Charts With Time Petri Nets

Wightkin, Nicholas, Buy, Ugo, Darabi, Houshang

Journal:

IEEE Transactions on Control Systems Technology

Year:

2011

Language:

english

File:

PDF, 305 KB

english, 2011

7

Multivariate LSTM-FCNs for time series classification

Karim, Fazle, Majumdar, Somshubra, Darabi, Houshang, Harford, Samuel

Journal:

Neural Networks

Year:

2019

File:

PDF, 966 KB

2019

8

[IEEE 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) - Vancouver, BC, Canada (2019.8.22-2019.8.26)] 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) - Process Mining of Programmable Logic Controllers: Input/Output Event Logs

Theis, Julian, Mokhtarian, Ilia, Darabi, Houshang

Year:

2019

Language:

english

File:

PDF, 942 KB

english, 2019

9

Neural network based design of fault-tolerant controllers for automated sequential manufacturing systems

Magdy M. Abdelhameed, Houshang Darabi

Journal:

Year:

2009

Language:

english

File:

PDF, 866 KB

english, 2009

10

Genetic algorithm convergence study for sensor network optimization

Anna L Buczak, Henry (Hui) Wang, Houshang Darabi, Mohsen A Jafari

Journal:

Information Sciences

Year:

2001

Language:

english

File:

PDF, 305 KB

english, 2001

11

[IEEE 2007 IEEE International Conference on Automation Science and Engineering - Scottsdale, AZ, USA (2007.09.22-2007.09.25)] 2007 IEEE International Conference on Automation Science and Engineering - Petri Net based Supervisory Control Reconfiguration of Project Management Systems

Haji, Maryam, Darabi, Houshang

Year:

2007

Language:

english

File:

PDF, 389 KB

english, 2007

12

[IEEE 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics (SOLI) - Chicago, IL, USA (2009.07.22-2009.07.24)] 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics - Modeling and integration of hospital information systems with Petri nets

Darabi, Houshang, Galanter, William L., Lin, Janet Yueh-Yun, Buy, Ugo, Sampath, Rupa

Year:

2009

Language:

english

File:

PDF, 2.73 MB

english, 2009

13

[IEEE 2012 IEEE International Conference on Automation Science and Engineering (CASE 2012) - Seoul, Korea (South) (2012.08.20-2012.08.24)] 2012 IEEE International Conference on Automation Science and Engineering (CASE) - Early warning system modeling for patient bispectral index prognosis in anesthesia and the operating room

Reese, Josh, Wang, Yong, Li, Lin, Darabi, Houshang, Osland, Erik, Ozcan, Mehmet S., Baughman, Verna L., Edelman, Guy

Year:

2012

Language:

english

File:

PDF, 138 KB

english, 2012

14

[IEEE 2012 IEEE International Conference on Automation Science and Engineering (CASE 2012) - Seoul, Korea (South) (2012.08.20-2012.08.24)] 2012 IEEE International Conference on Automation Science and Engineering (CASE) - Observation policies for patient and resource tracking in outpatient clinics

Sharabiani, Ashkan, Darabi, Houshang

Year:

2012

Language:

english

File:

PDF, 903 KB

english, 2012

15

[IEEE 2010 International Conference on Networking, Sensing and Control (ICNSC) - Chicago, IL, USA (2010.04.10-2010.04.12)] 2010 International Conference on Networking, Sensing and Control (ICNSC) - Supervisory control and data collection policies for a distribution center modeled as a discrete event system

Schuler, Francesca, Darabi, Houshang

Year:

2010

Language:

english

File:

PDF, 595 KB

english, 2010

16

[IEEE 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics (SOLI) - Chicago, IL, USA (2009.07.22-2009.07.24)] 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics - A heuristic algorithm for schedule reconfiguration of projects during Execution

Haji, Maryam, Darabi, Houshang

Year:

2009

Language:

english

File:

PDF, 1.28 MB

english, 2009

17

[IEEE 2008 IEEE International Conference on Automation Science and Engineering (CASE 2008) - Arlington, VA (2008.08.23-2008.08.26)] 2008 IEEE International Conference on Automation Science and Engineering - An improved multi-mode resource allocation and project scheduling model

Haji, Maryam, Agostoni, Luca, Gullo, Paolo, Darabi, Houshang, Mancini, Mauro

Year:

2008

Language:

english

File:

PDF, 316 KB

english, 2008

18

[IEEE 2013 IEEE International Conference on Automation Science and Engineering (CASE 2013) - Madison, WI, USA (2013.08.17-2013.08.20)] 2013 IEEE International Conference on Automation Science and Engineering (CASE) - Machine learning based prediction of warfarin optimal dosing for African American patients

Sharabiani, Ashkan, Darabi, Houshang, Bress, Adam, Cavallari, Larisa, Nutescu, Edith, Drozda, Katarzyna

Year:

2013

Language:

english

File:

PDF, 785 KB

english, 2013

19

[IEEE 2011 IEEE International Conference on Automation Science and Engineering (CASE 2011) - Trieste, Italy (2011.08.24-2011.08.27)] 2011 IEEE International Conference on Automation Science and Engineering - A simulation case study: Reducing outpatient waiting time of otolaryngology care services using VBA

Haji, Maryam, Darabi, Houshang

Year:

2011

Language:

english

File:

PDF, 371 KB

english, 2011

20

[IEEE Comput. Soc Sixth International Workshop on Discrete Event Systems - Zaragoza, Spain (2-4 Oct. 2002)] Sixth International Workshop on Discrete Event Systems, 2002. Proceedings. - Ladder logic implementation of Ramadge-Wonham supervisory controller

Jing Liu,, Houshang Darabi,

Year:

2002

Language:

english

File:

PDF, 304 KB

english, 2002

21

[IEEE 2007 IEEE Conference on Emerging Technologies & Factory Automation (EFTA 2007) - Patras, Greece (2007.09.25-2007.09.28)] 2007 IEEE Conference on Emerging Technologies & Factory Automation (EFTA 2007) - Enforcing transition deadlines in time Petri nets

Haisheng Wang,, Grigore, Liviu, Buy, Ugo, Houshang Darabi,

Year:

2007

Language:

english

File:

PDF, 230 KB

english, 2007

22

[IEEE 2002 IEEE International Conference on Robotics and Automation - Washington, DC, USA (11-15 May 2002)] Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292) - Ramadge-Wonham supervisory control of mobile robots: lessons from practice

Jing Liu,, Houshang Darabi,

Year:

2002

Language:

english

File:

PDF, 631 KB

english, 2002

23

Supervisory control framework for collaborative virtual manufacturing

Darabi, Houshang, Banerjee, Pat, Liang, Shun

Journal:

International Journal of Industrial and Systems Engineering

Year:

2006

Language:

english

File:

PDF, 591 KB

english, 2006

24

Finite automata modelling and analysis of Workflow Management Systems

Darabi, Houshang

Journal:

International Journal of Industrial and Systems Engineering

Year:

2006

Language:

english

File:

PDF, 480 KB

english, 2006

25

RECONFIGURATION OF DISCRETE EVENT SYSTEM CONTROLLERS WITH DYNAMIC SENSING SET

Liu, Jing, Darabi, Houshang

Journal:

IFAC Proceedings Volumes

Year:

2005

Language:

english

File:

PDF, 353 KB

english, 2005

26

RENOVATION OF MERCY FAMILY HEALTH CENTER

Maryam, Haji, Lei, Wang, Yuet, Wong, Houshang, Darabi

Journal:

IFAC Proceedings Volumes

Year:

2006

Language:

english

File:

PDF, 225 KB

english, 2006

27

Design of intelligent hybrid supervisory controller based on temporal neural networks and timing modules

Abdelhameed, Magdy M., Darabi, Houshang

Journal:

International Journal of Industrial and Systems Engineering

Year:

2014

Language:

english

File:

PDF, 347 KB

english, 2014

28

A Modelling and Optimisation Management Tool for large-scale supply chain networks

Baghdasaryan, Lusine, Darabi, Houshang, Schuler, Francesca, Schaller, Andreas

Journal:

International Journal of Industrial and Systems Engineering

Year:

2010

Language:

english

File:

PDF, 1.68 MB

english, 2010

29

[IEEE 2016 IEEE International Conference on Automation Science and Engineering (CASE) - Fort Worth, TX, USA (2016.8.21-2016.8.25)] 2016 IEEE International Conference on Automation Science and Engineering (CASE) - A novel Bayesian and Chain Rule Model on symbolic representation for time series classification

Sharabiani, Anooshiravan, Sharabiani, Ashkan, Darabi, Houshang

Year:

2016

Language:

english

File:

PDF, 365 KB

english, 2016

30

Efficient Classification of Long Time Series by 3-D Dynamic Time Warping

Sharabiani, Anooshiravan, Darabi, Houshang, Rezaei, Ashkan, Harford, Samuel, Johnson, Hereford, Karim, Fazle

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2017

Language:

english

File:

PDF, 2.37 MB

english, 2017

31

Asymptotic Dynamic Time Warping calculation with utilizing value repetition

Sharabiani, Anooshiravan, Darabi, Houshang, Harford, Samuel, Douzali, Elnaz, Karim, Fazle, Johnson, Hereford, Chen, Shun

Journal:

Knowledge and Information Systems

Year:

2018

Language:

english

File:

PDF, 2.18 MB

english, 2018

32

Childhood Asthma Disparities in Chicago

Martin, Molly A., Kapheim, Melissa Gutierrez, Erwin, Kim, Ignoffo, Stacy, McMahon, Kate, OʼRourke, Amy, Gerald, Lynn B., Barrett, Meredith, Press, Valerie G., Darabi, Houshang, Krishnan, Jerry A.

Journal:

Family & Community Health

Year:

2018

Language:

english

File:

PDF, 477 KB

english, 2018

33

Revisiting Warfarin Dosing Using Machine Learning Techniques

Sharabiani, Ashkan, Bress, Adam, Douzali, Elnaz, Darabi, Houshang

Journal:

Computational and Mathematical Methods in Medicine

Year:

2015

Language:

english

File:

PDF, 1.36 MB

english, 2015

34

A New Approach towards Minimizing the Risk of Misdosing Warfarin Initiation Doses

Sharabiani, Ashkan, Nutescu, Edith A., Galanter, William L., Darabi, Houshang

Journal:

Computational and Mathematical Methods in Medicine

Year:

2018

Language:

english

File:

PDF, 1.86 MB

english, 2018

35

[IEEE 2018 IEEE International Conference on Big Data (Big Data) - Seattle, WA, USA (2018.12.10-2018.12.13)] 2018 IEEE International Conference on Big Data (Big Data) - Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine

Pishgar, Maryam, Karim, Fazle, Majumdar, Somshubra, Darabi, Houshang

Year:

2018

File:

PDF, 8 KB

2018

36

A Machine Learning Based Model for Out of Hospital Cardiac Arrest Outcome Classification and Sensitivity Analysis

Harford, Samuel, Darabi, Houshang, Del Rios, Marina, Majumdar, Somshubra, Karim, Fazle, VandenHoek, Terry, Erwin, Kim, Watson, Dennis

Journal:

Year:

2019

Language:

english

File:

PDF, 436 KB

english, 2019

37

Decay Replay Mining to Predict Next Process Events

Theis, Julian, Darabi, Houshang

Journal:

Year:

2019

Language:

english

File:

PDF, 1.58 MB

english, 2019

38

Learning optimal opioid prescribing and monitoring: a simulation study of medical residents

Kannampallil, Thomas G, McNutt, Robert, Falck, Suzanne, Galanter, William L, Patterson, Dave, Darabi, Houshang, Sharabiani, Ashkan, Schiff, Gordon, Odwazny, Richard, Vaida, Allen J, Wilkie, Diana J, L

Journal:

Year:

2018

Language:

english

File:

PDF, 681 KB

english, 2018

39

[IEEE 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) - Vancouver, BC, Canada (2019.8.22-2019.8.26)] 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) - A Framework for Accurate Time Series Classification Based on Partial Observation

Karim, Fazle, Darabi, Houshang, Harford, Samuel, Chen, Shun, Sharabiani, Anooshiravan

Year:

2019

Language:

english

File:

PDF, 147 KB

english, 2019

40

[IEEE 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) - Vancouver, BC, Canada (2019.8.22-2019.8.26)] 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) - Process Mining of Programmable Logic Controllers: Input/Output Event Logs

Theis, Julian, Mokhtarian, Ilia, Darabi, Houshang

Year:

2019

File:

PDF, 942 KB

2019

41

Guest editorial for special issue on time series classification

Darabi, Houshang, Ifrim, Georgiana, Schafer, Patrick, Silva, Diego Furtado

Journal:

IEEE/CAA Journal of Automatica Sinica

Year:

2019

File:

PDF, 961 KB

2019

42

[IEEE 2019 IEEE Frontiers in Education Conference (FIE) - Covington, KY, USA (2019.10.16-2019.10.19)] 2019 IEEE Frontiers in Education Conference (FIE) - Engineering Identity Profiles of Low-SES, High-Achieving Incoming Engineering Students

Revelo, Renata A., Omitoyin, Janet, Cardona, Martin, Nazempour, Rezvan, Darabi, Houshang

Year:

2019

File:

PDF, 123 KB

2019

43

Adversarial Attacks on Time Series

Karim, Fazle, Majumdar, Somshubra, Darabi, Houshang

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2020

File:

PDF, 2.54 MB

2020

44

Buffer clustering policy for sequential production lines with deterministic processing times

Schuler, Francesca, Darabi, Houshang

Journal:

International Journal of Industrial Engineering Computations

Year:

2016

File:

PDF, 971 KB

2016

45

Adversarial System Variant Approximation to Quantify Process Model Generalization

Theis, Julian, Darabi, Houshang

Journal:

Year:

2020

File:

PDF, 2.77 MB

2020