Fadel M. Megahed

Fadel M. Megahed

Miami University

H-index: 26

North America-United States

About Fadel M. Megahed

Fadel M. Megahed, With an exceptional h-index of 26 and a recent h-index of 24 (since 2020), a distinguished researcher at Miami University, specializes in the field of Business Analytics, Fatigue Modeling, Statistical Process Monitoring, Transportation Safety, Wearables.

His recent articles reflect a diverse array of research interests and contributions to the field:

Functional ANOVA for Upper Extremity Fatigue Analysis during Dynamic Order Picking

Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice

How generative AI models such as ChatGPT can be (mis) used in SPC practice, education, and research? An exploratory study

Comparing classifier performance with baselines.

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

The relationship between ratings of perceived exertion (RPE) and relative strength for a fatiguing dynamic upper extremity task: A consideration of multiple cycles and conditions

Shortest Path Problems with a Crash Risk Objective

Human reliability modeling in occupational environments toward a safe and productive operator 4.0

Fadel M. Megahed Information

University

Position

Associate Professor of Business Analytics

Citations(all)

2676

Citations(since 2020)

2106

Cited By

1229

hIndex(all)

26

hIndex(since 2020)

24

i10Index(all)

43

i10Index(since 2020)

37

Email

University Profile Page

Miami University

Google Scholar

View Google Scholar Profile

Fadel M. Megahed Skills & Research Interests

Business Analytics

Fatigue Modeling

Statistical Process Monitoring

Transportation Safety

Wearables

Top articles of Fadel M. Megahed

Title

Journal

Author(s)

Publication Date

Functional ANOVA for Upper Extremity Fatigue Analysis during Dynamic Order Picking

IISE Transactions on Occupational Ergonomics and Human Factors

Setareh Kazemi Kheiri

Zahra Vahedi

Hongyue Sun

Fadel M Megahed

Lora A Cavuoto

2024/3/20

Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice

Technometrics

Bianca M Colosimo

L Allison Jones-Farmer

Fadel M Megahed

Kamran Paynabar

Chitta Ranjan

...

2024/4/13

How generative AI models such as ChatGPT can be (mis) used in SPC practice, education, and research? An exploratory study

Quality Engineering

Fadel M Megahed

Ying-Ju Chen

Joshua A Ferris

Sven Knoth

L Allison Jones-Farmer

2024/4/2

Comparing classifier performance with baselines.

Nature Methods

Fadel M Megahed

Ying-Ju Chen

L Allison Jones-Farmer

Steven E Rigdon

Martin Krzywinski

...

2024/3/22

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

2023/6/1

The relationship between ratings of perceived exertion (RPE) and relative strength for a fatiguing dynamic upper extremity task: A consideration of multiple cycles and conditions

Journal of Occupational and Environmental Hygiene

Zahra Vahedi

Setareh Kazemi Kheiri

Sahand Hajifar

Saeb Ragani Lamooki

Hongyue Sun

...

2023/4/3

Shortest Path Problems with a Crash Risk Objective

Transportation Research Record

Qiong Hu

Amir Mehdizadeh

Alexander Vinel

Miao Cai

Steven E Rigdon

...

2023

Human reliability modeling in occupational environments toward a safe and productive operator 4.0

Setareh Kazemi Kheiri

Zahra Vahedi

Hongyue Sun

Fadel M Megahed

Lora A Cavuoto

2023/9/1

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

arXiv preprint arXiv:2308.13550

Fadel M Megahed

Ying-Ju Chen

Inez Zwetsloot

Sven Knoth

Douglas C Montgomery

...

2023/8/22

Predicting in-hospital mortality after transcatheter aortic valve replacement using administrative data and machine learning

Scientific Reports

Theyab Alhwiti

Summer Aldrugh

Fadel M Megahed

2023/6/24

Explaining the Varying Patterns of COVID-19 Deaths Across the United States: 2-Stage Time Series Clustering Framework

JMIR Public Health and Surveillance

Fadel M Megahed

L Allison Jones-Farmer

Yinjiao Ma

Steven E Rigdon

2022/7/19

A data analytic end-to-end framework for the automated quantification of ergonomic risk factors across multiple tasks using a single wearable sensor

Applied Ergonomics

Saeb Ragani Lamooki

Sahand Hajifar

Jiyeon Kang

Hongyue Sun

Fadel M Megahed

...

2022/7/1

Classifying tasks performed by electrical line workers using a wrist-worn sensor: A data analytic approach

Plos one

Saeb Ragani Lamooki

Sahand Hajifar

Jacqueline Hannan

Hongyue Sun

Fadel Megahed

...

2022/12/9

Enabling smart manufacturing with artificial intelligence and big data: a survey and perspective

Huu Du Nguyen

Kim Phuc Tran

Philippe Castagliola

Fadel M Megahed

2022/8/26

Hierarchical point process models for recurring safety critical events involving commercial truck drivers: A reliability framework for human performance modeling

Journal of Quality Technology

Miao Cai

Amir Mehdizadeh

Qiong Hu

Mohammad Ali Alamdar Yazdi

Alexander Vinel

...

2022/8/26

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

2021/1

Smart Wearable and Collaborative Technologies for the Operator 4.0 in the Present and Post-COVID Digital Manufacturing Worlds

Smart and Sustainable Manufacturing Systems

David Romero

Thorsten Wuest

Makenzie Keepers

Lora A Cavuoto

Fadel M Megahed

2021/7/7

A forecasting framework for predicting perceived fatigue: Using time series methods to forecast ratings of perceived exertion with features from wearable sensors

Applied Ergonomics

Sahand Hajifar

Hongyue Sun

Fadel M Megahed

L Allison Jones-Farmer

Ehsan Rashedi

...

2021/1/1

Personalized and Nonparametric Framework for Detecting Changes in Gait Cycles

IEEE Sensors Journal

Saeb Ragani Lamooki

Jiyeon Kang

Lora A Cavuoto

Fadel M Megahed

L Allison Jones-Farmer

2021/6/21

Monitoring worker fatigue using wearable devices: A case study to detect changes in gait parameters

Journal of Quality Technology

Amir Baghdadi

Lora A Cavuoto

Allison Jones-Farmer

Steven E Rigdon

Ehsan T Esfahani

...

2021/1/1

See List of Professors in Fadel M. Megahed University(Miami University)

Co-Authors

H-index: 73
William H. Woodall

William H. Woodall

Virginia Polytechnic Institute and State University

H-index: 35
L. Allison Jones-Farmer

L. Allison Jones-Farmer

Miami University

H-index: 30
Steven E. Rigdon

Steven E. Rigdon

Saint Louis University

H-index: 21
Miao Cai | 蔡苗

Miao Cai | 蔡苗

Saint Louis University

H-index: 15
Karen Davis

Karen Davis

Miami University

H-index: 14
Alexander Vinel

Alexander Vinel

Auburn University

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