Fadel M. Megahed

According to our database, Fadel M. Megahed authored at least 28 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice.

Hamidreza Ahady Dolatsara, Ying-Ju Chen, Robert D. Leonard, Fadel M. Megahed, L. Allison Jones-Farmer

Big Data, June, 2023

AI and the Future of Work in Statistical Quality Control: Insights from a First Attempt to Augmenting ChatGPT with an SQC Knowledge Base (ChatSQC).

Fadel M. Megahed, Ying-Ju Chen, Inez Zwetsloot, Sven Knoth, Douglas C. Montgomery, L. Allison Jones-Farmer

CoRR, 2023

How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study.

Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Sven Knoth, L. Allison Jones-Farmer

CoRR, 2023

2021

Investigation of Heterogeneity Sources for Occupational Task Recognition via Transfer Learning.

Sahand Hajifar, Saeb Ragani Lamooki, Lora A. Cavuoto, Fadel M. Megahed, Hongyue Sun

Sensors, 2021

Interventions to Mitigate Fatigue Induced by Physical Work: A Systematic Review of Research Quality and Levels of Evidence for Intervention Efficacy.

Lin Lu, Fadel M. Megahed, Lora A. Cavuoto

Hum. Factors, 2021

Seat Assignments With Physical Distancing in Single-Destination Public Transit Settings.

Jane F. Moore, Arthur Carvalho, Gerard A. Davis, Yousif Abulhassan, Fadel M. Megahed

IEEE Access, 2021

2020

A Review of Data Analytic Applications in Road Traffic Safety. Part 1: Descriptive and Predictive Modeling.

Amir Mehdizadeh, Miao Cai, Qiong Hu, Mohammad Ali Alamdar Yazdi, Nasrin Mohabbati-Kalejahi, Alexander Vinel, Steven E. Rigdon, Karen C. Davis, Fadel M. Megahed

Sensors, 2020

A Review of Data Analytic Applications in Road Traffic Safety. Part 2: Prescriptive Modeling.

Qiong Hu, Miao Cai, Nasrin Mohabbati-Kalejahi, Amir Mehdizadeh, Mohammad Ali Alamdar Yazdi, Alexander Vinel, Steven E. Rigdon, Karen C. Davis, Fadel M. Megahed

Sensors, 2020

A data analytic framework for physical fatigue management using wearable sensors.

Zahra Sedighi Maman, Ying-Ju Chen, Amir Baghdadi, Seamus Lombardo, Lora A. Cavuoto, Fadel M. Megahed

Expert Syst. Appl., 2020

A two-stage machine learning framework to predict heart transplantation survival probabilities over time with a monotonic probability constraint.

Hamidreza Ahady Dolatsara, Ying-Ju Chen, Christy Evans, Ashish Gupta, Fadel M. Megahed

Decis. Support Syst., 2020

Challenges and Opportunities for Statistical Monitoring of Gait Cycle Acceleration Observed from IMU Data for Fatigue Detection.

Saeb Ragani Lamooki, Jiyeon Kang, Lora A. Cavuoto, Fadel M. Megahed, L. Allison Jones-Farmer

Proceedings of the 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2020

2019

Optimization of Split Keyboard Design for Touchscreen Devices.

Mohammad Ali Alamdar Yazdi, Ashkan Negahban, Lora Cavuoto, Fadel M. Megahed

Int. J. Hum. Comput. Interact., 2019

2018

Predicting short-term stock prices using ensemble methods and online data sources.

Bin Weng, Lin Lu, Xing Wang, Fadel M. Megahed, Waldyn G. Martinez

Expert Syst. Appl., 2018

Macroeconomic indicators alone can predict the monthly closing price of major U.S. indices: Insights from artificial intelligence, time-series analysis and hybrid models.

Bin Weng, Waldyn G. Martinez, Yao-Te Tsai, Chen Li, Lin Lu, James R. Barth, Fadel M. Megahed

Appl. Soft Comput., 2018

2017

Streamlining science with structured data archives: insights from stroke rehabilitation.

Nasrin Mohabbati-Kalejahi, Mohammad Ali Alamdar Yazdi, Fadel M. Megahed, Sydney Y. Schaefer, Lara A. Boyd, Catherine E. Lang, Keith R. Lohse

Scientometrics, 2017

Statistical process monitoring via image data using wavelets.

Mehdi Koosha, Rassoul Noorossana, Fadel M. Megahed

Qual. Reliab. Eng. Int., 2017

Enhancing the monitoring of 3D scanned manufactured parts through projections and spatiotemporal control charts.

Ketai He, Min Zhang, Ling Zuo, Theyab Alhwiti, Fadel M. Megahed

J. Intell. Manuf., 2017

Stock market one-day ahead movement prediction using disparate data sources.

Bin Weng, Mohamed A. Ahmed, Fadel M. Megahed

Expert Syst. Appl., 2017

Predicting heart transplantation outcomes through data analytics.

Ali Dag, Asil Oztekin, Ahmet Yucel, Serkan Bulur, Fadel M. Megahed

Decis. Support Syst., 2017

2016

A probabilistic data-driven framework for scoring the preoperative recipient-donor heart transplant survival.

Ali Dag, Kazim Topuz, Asil Oztekin, Serkan Bulur, Fadel M. Megahed

Decis. Support Syst., 2016

2014

Exponential CUSUM Charts with Estimated Control Limits.

Min Zhang, Fadel M. Megahed, William H. Woodall

Qual. Reliab. Eng. Int., 2014

Using Visual Data Mining to Enhance the Simple Tools in Statistical Process Control: A Case Study.

Huw D. Smith, Fadel M. Megahed, L. Allison Jones-Farmer, Mark Clark

Qual. Reliab. Eng. Int., 2014

HistoRIA: a new tool for simulation input analysis.

Mohammadnaser Ansari, Ashkan Negahban, Fadel M. Megahed, Jeffrey S. Smith

Proceedings of the 2014 Winter Simulation Conference, 2014

2013

Geometric Charts with Estimated Control Limits.

Min Zhang, Yiming Peng, Anna Schuh, Fadel M. Megahed, William H. Woodall

Qual. Reliab. Eng. Int., 2013

Statistical process monitoring approach for high-density point clouds.

Lee J. Wells, Fadel M. Megahed, Cory B. Niziolek, Jaime A. Camelio, William H. Woodall

J. Intell. Manuf., 2013

2012

A Spatiotemporal Method for the Monitoring of Image Data.

Fadel M. Megahed, Lee J. Wells, Jaime A. Camelio, William H. Woodall

Qual. Reliab. Eng. Int., 2012

A framework for variation visualization and understanding in complex manufacturing systems.

Lee J. Wells, Fadel M. Megahed, Jaime A. Camelio, William H. Woodall

J. Intell. Manuf., 2012

Real-time fault detection in manufacturing environments using face recognition techniques.

Fadel M. Megahed, Jaime A. Camelio

J. Intell. Manuf., 2012