L. Allison Jones-Farmer

20 papers Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
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
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
Publishing an applied statistics paper: Guidance and advice from editors.
Qual. Reliab. Eng. Int.
Christine M. Anderson-Cook, Lu Lu, Robert B. Gramacy, L. Allison Jones-Farmer, Douglas C. Montgomery, William H. Woodall
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
Discussion of "Is designed data collection still relevant in the big data era?".
Qual. Reliab. Eng. Int.
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
2022 J jnl
Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth.
Qual. Reliab. Eng. Int.
Lina Lee, Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer
2020 J jnl
A one-class peeling method for multivariate outlier detection with applications in phase I SPC.
Qual. Reliab. Eng. Int.
Waldyn G. Martinez, Maria L. Weese, L. Allison Jones-Farmer
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
2018 J jnl
To shrink or not to shrink: Hotelling's T2 chart based on shrunken covariance estimates.
Qual. Reliab. Eng. Int.
Deborah K. Shepherd, L. Allison Jones-Farmer, Steven E. Rigdon, Kevin M. Bodden
2017 J jnl
On the Selection of the Bandwidth Parameter for the
Qual. Reliab. Eng. Int.
Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer
2015 — conf
Managing Big Data for Firm Performance: a Configurational Approach.
AMCIS
LeeAnn Kung, Hsiang-Jui Kung, L. Allison Jones-Farmer, Yichuan Wang
2014 J jnl
A Distribution-Free Multivariate Phase I Location Control Chart for Subgrouped Data from Elliptical Distributions.
Technometrics
Richard C. Bell, L. Allison Jones-Farmer, Nedret Billor
2014 J jnl
Applying Control Chart Methods to Enhance Data Quality.
Technometrics
L. Allison Jones-Farmer, Jeremy D. Ezell, Benjamin T. Hazen
2014 J jnl
Performance expectancy and use of enterprise architecture: training as an intervention.
J. Enterp. Inf. Manag.
Benjamin T. Hazen, LeeAnn Kung, Casey G. Cegielski, L. Allison Jones-Farmer
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
2010 J jnl
Modelling the reciprocal and longitudinal effect of return on sales and R&D intensity during economic cycles.
Int. J. Technol. Manag.
Anand Nair, L. Allison Jones-Farmer, Paul Swamidass
2005 J jnl
Properties of the
Technometrics
Charles W. Champ, L. Allison Jones-Farmer, Steven E. Rigdon