Fadel M. Megahed

33 papers Misc 1Journal 31Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multimodal Manufacturing Safety Chatbot: Knowledge Base Design, Benchmark Development, and Evaluation of Multiple RAG Approaches. CoRR Ryan Singh, Austin Hamilton, Amanda White, Michael Wise, Ibrahim Yousif, Arthur Carvalho, Zhe Shan, Reza Abrisham Baf, Mohammad Mayyas, Lora A. Cavuoto, Fadel M. Megahed
2025	J	`jnl`	Adapting OpenAI's CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control: An Expository Case Study with Multiple Application Examples. CoRR Fadel M. Megahed, Ying-Ju Chen, Bianca Maria Colosimo, Marco Luigi Giuseppe Grasso, L. Allison Jones-Farmer, Sven Knoth, Hongyue Sun, Inez Zwetsloot
2025	J	`jnl`	Reliable Decision Support with LLMs: A Framework for Evaluating Consistency in Binary Text Classification Applications. CoRR Fadel M. Megahed, Ying-Ju Chen, L. Allision Jones-Farmer, Younghwa Lee, Jiawei Brooke Wang, Inez Maria Zwetsloot
2024	J	`jnl`	ChatISA: A Prompt-Engineered Chatbot for Coding, Project Management, Interview and Exam Preparation Activities. CoRR Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Cameron Resatar, Kaitlyn Ross, Younghwa Lee, L. Allison Jones-Farmer
2024	J	`jnl`	Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice. Technometrics Bianca Maria Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall
2023	J	`jnl`	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 Fadel M. Megahed, Ying-Ju Chen, Inez Zwetsloot, Sven Knoth, Douglas C. Montgomery, L. Allison Jones-Farmer
2023	J	`jnl`	Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice. Big Data Hamidreza Ahady Dolatsara, Ying-Ju Chen, Robert D. Leonard, Fadel M. Megahed, L. Allison Jones-Farmer
2023	J	`jnl`	How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study. CoRR Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Sven Knoth, L. Allison Jones-Farmer
2021	J	`jnl`	Interventions to Mitigate Fatigue Induced by Physical Work: A Systematic Review of Research Quality and Levels of Evidence for Intervention Efficacy. Hum. Factors Lin Lu, Fadel M. Megahed, Lora A. Cavuoto
2021	J	`jnl`	Investigation of Heterogeneity Sources for Occupational Task Recognition via Transfer Learning. Sensors Sahand Hajifar, Saeb Ragani Lamooki, Lora A. Cavuoto, Fadel M. Megahed, Hongyue Sun
2021	J	`jnl`	Seat Assignments With Physical Distancing in Single-Destination Public Transit Settings. IEEE Access Jane F. Moore, Arthur Carvalho, Gerard A. Davis, Yousif Abulhassan, Fadel M. Megahed
2020	J	`jnl`	A Review of Data Analytic Applications in Road Traffic Safety. Part 1: Descriptive and Predictive Modeling. Sensors Amir Mehdizadeh, Miao Cai, Qiong Hu, Mohammad Ali Alamdar Yazdi, Nasrin Mohabbati-Kalejahi, Alexander Vinel, Steven E. Rigdon, Karen C. Davis, Fadel M. Megahed
2020	J	`jnl`	A Review of Data Analytic Applications in Road Traffic Safety. Part 2: Prescriptive Modeling. Sensors Qiong Hu, Miao Cai, Nasrin Mohabbati-Kalejahi, Amir Mehdizadeh, Mohammad Ali Alamdar Yazdi, Alexander Vinel, Steven E. Rigdon, Karen C. Davis, Fadel M. Megahed
2020	J	`jnl`	A data analytic framework for physical fatigue management using wearable sensors. Expert Syst. Appl. Zahra Sedighi Maman, Ying-Ju Chen, Amir Baghdadi, Seamus Lombardo, Lora A. Cavuoto, Fadel M. Megahed
2020	J	`jnl`	A two-stage machine learning framework to predict heart transplantation survival probabilities over time with a monotonic probability constraint. Decis. Support Syst. Hamidreza Ahady Dolatsara, Ying-Ju Chen, Christy Evans, Ashish Gupta, Fadel M. Megahed
2020	—	`conf`	Challenges and Opportunities for Statistical Monitoring of Gait Cycle Acceleration Observed from IMU Data for Fatigue Detection. BioRob Saeb Ragani Lamooki, Jiyeon Kang, Lora A. Cavuoto, Fadel M. Megahed, L. Allison Jones-Farmer
2019	J	`jnl`	Optimization of Split Keyboard Design for Touchscreen Devices. Int. J. Hum. Comput. Interact. Mohammad Ali Alamdar Yazdi, Ashkan Negahban, Lora Cavuoto, Fadel M. Megahed
2018	J	`jnl`	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. Bin Weng, Waldyn G. Martinez, Yao-Te Tsai, Chen Li, Lin Lu, James R. Barth, Fadel M. Megahed
2018	J	`jnl`	Predicting short-term stock prices using ensemble methods and online data sources. Expert Syst. Appl. Bin Weng, Lin Lu, Xing Wang, Fadel M. Megahed, Waldyn G. Martinez
2017	J	`jnl`	Enhancing the monitoring of 3D scanned manufactured parts through projections and spatiotemporal control charts. J. Intell. Manuf. Ketai He, Min Zhang, Ling Zuo, Theyab Alhwiti, Fadel M. Megahed
2017	J	`jnl`	Predicting heart transplantation outcomes through data analytics. Decis. Support Syst. Ali Dag, Asil Oztekin, Ahmet Yucel, Serkan Bulur, Fadel M. Megahed
2017	J	`jnl`	Statistical process monitoring via image data using wavelets. Qual. Reliab. Eng. Int. Mehdi Koosha, Rassoul Noorossana, Fadel M. Megahed
2017	J	`jnl`	Stock market one-day ahead movement prediction using disparate data sources. Expert Syst. Appl. Bin Weng, Mohamed A. Ahmed, Fadel M. Megahed
2017	J	`jnl`	Streamlining science with structured data archives: insights from stroke rehabilitation. Scientometrics Nasrin Mohabbati-Kalejahi, Mohammad Ali Alamdar Yazdi, Fadel M. Megahed, Sydney Y. Schaefer, Lara A. Boyd, Catherine E. Lang, Keith R. Lohse
2016	J	`jnl`	A probabilistic data-driven framework for scoring the preoperative recipient-donor heart transplant survival. Decis. Support Syst. Ali Dag, Kazim Topuz, Asil Oztekin, Serkan Bulur, Fadel M. Megahed
2014	J	`jnl`	Exponential CUSUM Charts with Estimated Control Limits. Qual. Reliab. Eng. Int. Min Zhang, Fadel M. Megahed, William H. Woodall
2014	Misc	`conf`	HistoRIA: a new tool for simulation input analysis. WSC Mohammadnaser Ansari, Ashkan Negahban, Fadel M. Megahed, Jeffrey S. Smith
2014	J	`jnl`	Using Visual Data Mining to Enhance the Simple Tools in Statistical Process Control: A Case Study. Qual. Reliab. Eng. Int. Huw D. Smith, Fadel M. Megahed, L. Allison Jones-Farmer, Mark Clark
2013	J	`jnl`	Geometric Charts with Estimated Control Limits. Qual. Reliab. Eng. Int. Min Zhang, Yiming Peng, Anna Schuh, Fadel M. Megahed, William H. Woodall
2013	J	`jnl`	Statistical process monitoring approach for high-density point clouds. J. Intell. Manuf. Lee J. Wells, Fadel M. Megahed, Cory B. Niziolek, Jaime A. Camelio, William H. Woodall
2012	J	`jnl`	A Spatiotemporal Method for the Monitoring of Image Data. Qual. Reliab. Eng. Int. Fadel M. Megahed, Lee J. Wells, Jaime A. Camelio, William H. Woodall
2012	J	`jnl`	A framework for variation visualization and understanding in complex manufacturing systems. J. Intell. Manuf. Lee J. Wells, Fadel M. Megahed, Jaime A. Camelio, William H. Woodall
2012	J	`jnl`	Real-time fault detection in manufacturing environments using face recognition techniques. J. Intell. Manuf. Fadel M. Megahed, Jaime A. Camelio