Fadel M. Megahed

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Statistical Process Control

Predictive Model

Top Venues

Decis. Support Syst.

Expert Syst. Appl.

Publications

Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Cameron Resatar, Kaitlyn Ross, Younghwa Lee, L. Allison Jones-Farmer
ChatISA: A Prompt-Engineered Chatbot for Coding, Project Management, Interview and Exam Preparation Activities. CoRR (2024)
Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Sven Knoth, L. Allison Jones-Farmer
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study. CoRR (2023)
Hamidreza Ahady Dolatsara, Ying-Ju Chen, Robert D. Leonard, Fadel M. Megahed, L. Allison Jones-Farmer
Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice. Big Data 11 (3) (2023)
Fadel M. Megahed, Ying-Ju Chen, Inez Zwetsloot, Sven Knoth, Douglas C. Montgomery, L. Allison Jones-Farmer
AI and the Future of Work in Statistical Quality Control: Insights from a First Attempt to Augmenting ChatGPT with an SQC Knowledge Base (ChatSQC). CoRR (2023)
Sahand Hajifar, Saeb Ragani Lamooki, Lora A. Cavuoto, Fadel M. Megahed, Hongyue Sun
Investigation of Heterogeneity Sources for Occupational Task Recognition via Transfer Learning. Sensors 21 (19) (2021)
Lin Lu, Fadel M. Megahed, Lora A. Cavuoto
Interventions to Mitigate Fatigue Induced by Physical Work: A Systematic Review of Research Quality and Levels of Evidence for Intervention Efficacy. Hum. Factors 63 (1) (2021)
Jane F. Moore, Arthur Carvalho, Gerard A. Davis, Yousif Abulhassan, Fadel M. Megahed
Seat Assignments With Physical Distancing in Single-Destination Public Transit Settings. IEEE Access 9 (2021)
Amir Mehdizadeh, Miao Cai, Qiong Hu, Mohammad Ali Alamdar Yazdi, Nasrin Mohabbati-Kalejahi, Alexander Vinel, Steven E. Rigdon, Karen C. Davis, Fadel M. Megahed
A Review of Data Analytic Applications in Road Traffic Safety. Part 1: Descriptive and Predictive Modeling. Sensors 20 (4) (2020)
Zahra Sedighi Maman, Ying-Ju Chen, Amir Baghdadi, Seamus Lombardo, Lora A. Cavuoto, Fadel M. Megahed
A data analytic framework for physical fatigue management using wearable sensors. Expert Syst. Appl. 155 (2020)
Qiong Hu, Miao Cai, Nasrin Mohabbati-Kalejahi, Amir Mehdizadeh, Mohammad Ali Alamdar Yazdi, Alexander Vinel, Steven E. Rigdon, Karen C. Davis, Fadel M. Megahed
A Review of Data Analytic Applications in Road Traffic Safety. Part 2: Prescriptive Modeling. Sensors 20 (4) (2020)
Hamidreza Ahady Dolatsara, Ying-Ju Chen, Christy Evans, Ashish Gupta, Fadel M. Megahed
A two-stage machine learning framework to predict heart transplantation survival probabilities over time with a monotonic probability constraint. Decis. Support Syst. 137 (2020)
Saeb Ragani Lamooki, Jiyeon Kang, Lora A. Cavuoto, Fadel M. Megahed, L. Allison Jones-Farmer
Challenges and Opportunities for Statistical Monitoring of Gait Cycle Acceleration Observed from IMU Data for Fatigue Detection. BioRob (2020)
Mohammad Ali Alamdar Yazdi, Ashkan Negahban, Lora Cavuoto, Fadel M. Megahed
Optimization of Split Keyboard Design for Touchscreen Devices. Int. J. Hum. Comput. Interact. 35 (6) (2019)
Bin Weng, Waldyn G. Martinez, Yao-Te Tsai, Chen Li, Lin Lu, James R. Barth, Fadel M. Megahed
Macroeconomic indicators alone can predict the monthly closing price of major U.S. indices: Insights from artificial intelligence, time-series analysis and hybrid models. Appl. Soft Comput. 71 (2018)
Bin Weng, Lin Lu, Xing Wang, Fadel M. Megahed, Waldyn G. Martinez
Predicting short-term stock prices using ensemble methods and online data sources. Expert Syst. Appl. 112 (2018)
Ali Dag, Asil Oztekin, Ahmet Yucel, Serkan Bulur, Fadel M. Megahed
Predicting heart transplantation outcomes through data analytics. Decis. Support Syst. 94 (2017)
Nasrin Mohabbati-Kalejahi, Mohammad Ali Alamdar Yazdi, Fadel M. Megahed, Sydney Y. Schaefer, Lara A. Boyd, Catherine E. Lang, Keith R. Lohse
Streamlining science with structured data archives: insights from stroke rehabilitation. Scientometrics 113 (2) (2017)
Ketai He, Min Zhang, Ling Zuo, Theyab Alhwiti, Fadel M. Megahed
Enhancing the monitoring of 3D scanned manufactured parts through projections and spatiotemporal control charts. J. Intell. Manuf. 28 (4) (2017)
Bin Weng, Mohamed A. Ahmed, Fadel M. Megahed
Stock market one-day ahead movement prediction using disparate data sources. Expert Syst. Appl. 79 (2017)
Mehdi Koosha, Rassoul Noorossana, Fadel M. Megahed
Statistical process monitoring via image data using wavelets. Qual. Reliab. Eng. Int. 33 (8) (2017)
Ali Dag, Kazim Topuz, Asil Oztekin, Serkan Bulur, Fadel M. Megahed
A probabilistic data-driven framework for scoring the preoperative recipient-donor heart transplant survival. Decis. Support Syst. 86 (2016)
Mohammadnaser Ansari, Ashkan Negahban, Fadel M. Megahed, Jeffrey S. Smith
HistoRIA: a new tool for simulation input analysis. WSC (2014)
Huw D. Smith, Fadel M. Megahed, L. Allison Jones-Farmer, Mark Clark
Using Visual Data Mining to Enhance the Simple Tools in Statistical Process Control: A Case Study. Qual. Reliab. Eng. Int. 30 (6) (2014)
Min Zhang, Fadel M. Megahed, William H. Woodall
Exponential CUSUM Charts with Estimated Control Limits. Qual. Reliab. Eng. Int. 30 (2) (2014)
Min Zhang, Yiming Peng, Anna Schuh, Fadel M. Megahed, William H. Woodall
Geometric Charts with Estimated Control Limits. Qual. Reliab. Eng. Int. 29 (2) (2013)
Lee J. Wells, Fadel M. Megahed, Cory B. Niziolek, Jaime A. Camelio, William H. Woodall
Statistical process monitoring approach for high-density point clouds. J. Intell. Manuf. 24 (6) (2013)
Fadel M. Megahed, Lee J. Wells, Jaime A. Camelio, William H. Woodall
A Spatiotemporal Method for the Monitoring of Image Data. Qual. Reliab. Eng. Int. 28 (8) (2012)
Fadel M. Megahed, Jaime A. Camelio
Real-time fault detection in manufacturing environments using face recognition techniques. J. Intell. Manuf. 23 (3) (2012)
Lee J. Wells, Fadel M. Megahed, Jaime A. Camelio, William H. Woodall
A framework for variation visualization and understanding in complex manufacturing systems. J. Intell. Manuf. 23 (5) (2012)