L. Allison Jones-Farmer

According to our database, L. Allison Jones-Farmer authored at least 22 papers between 2001 and 2025.

Collaborative distances:

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

2025

Adapting OpenAI's CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control: An Expository Case Study with Multiple Application Examples.

Fadel M. Megahed, Ying-Ju Chen, Bianca Maria Colosimo, Marco Luigi Giuseppe Grasso, L. Allison Jones-Farmer, Sven Knoth, Hongyue Sun, Inez Zwetsloot

CoRR, January, 2025

2024

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

Bianca Maria Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall

Technometrics, October, 2024

Publishing an applied statistics paper: Guidance and advice from editors.

Christine M. Anderson-Cook, Lu Lu, Robert B. Gramacy, L. Allison Jones-Farmer, Douglas C. Montgomery, William H. Woodall

Qual. Reliab. Eng. Int., June, 2024

ChatISA: A Prompt-Engineered Chatbot for Coding, Project Management, Interview and Exam Preparation Activities.

Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Cameron Resatar, Kaitlyn Ross, Younghwa Lee, L. Allison Jones-Farmer

CoRR, 2024

2023

Discussion of "Is designed data collection still relevant in the big data era?".

L. Allison Jones-Farmer

Qual. Reliab. Eng. Int., June, 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

2022

Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth.

Lina Lee, Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer

Qual. Reliab. Eng. Int., 2022

2020

A one-class peeling method for multivariate outlier detection with applications in phase I SPC.

Waldyn G. Martinez, Maria L. Weese, L. Allison Jones-Farmer

Qual. Reliab. Eng. Int., 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

2018

To shrink or not to shrink: Hotelling's T2 chart based on shrunken covariance estimates.

Deborah K. Shepherd, L. Allison Jones-Farmer, Steven E. Rigdon, Kevin M. Bodden

Qual. Reliab. Eng. Int., 2018

2017

On the Selection of the Bandwidth Parameter for the <i>k</i>-Chart.

Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer

Qual. Reliab. Eng. Int., 2017

2015

Managing Big Data for Firm Performance: a Configurational Approach.

LeeAnn Kung, Hsiang-Jui Kung, L. Allison Jones-Farmer, Yichuan Wang

Proceedings of the 21st Americas Conference on Information Systems, 2015

2014

Applying Control Chart Methods to Enhance Data Quality.

L. Allison Jones-Farmer, Jeremy D. Ezell, Benjamin T. Hazen

Technometrics, 2014

A Distribution-Free Multivariate Phase I Location Control Chart for Subgrouped Data from Elliptical Distributions.

Richard C. Bell, L. Allison Jones-Farmer, Nedret Billor

Technometrics, 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

Performance expectancy and use of enterprise architecture: training as an intervention.

Benjamin T. Hazen, LeeAnn Kung, Casey G. Cegielski, L. Allison Jones-Farmer

J. Enterp. Inf. Manag., 2014

2010

Modelling the reciprocal and longitudinal effect of return on sales and R&D intensity during economic cycles.

Anand Nair, L. Allison Jones-Farmer, Paul Swamidass

Int. J. Technol. Manag., 2010

2005

Properties of the <i>T</i>² Control Chart When Parameters Are Estimated.

Charles W. Champ, L. Allison Jones-Farmer, Steven E. Rigdon

Technometrics, 2005

2002

A Self-Starting Control Chart for Multivariate Individual Observations.

Joe H. Sullivan, L. Allison Jones

Technometrics, 2002

2001

The Performance of Exponentially Weighted Moving Average Charts With Estimated Parameters.

L. Allison Jones, Charles W. Champ, Steven E. Rigdon

Technometrics, 2001