L. Allison Jones-Farmer
Miami University
H-index: 35
North America-United States
Top articles of L. Allison Jones-Farmer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Publishing an applied statistics paper: Guidance and advice from editors | Quality and Reliability Engineering International | Christine M Anderson‐Cook Lu Lu Robert B Gramacy L Allison Jones‐Farmer Douglas C Montgomery | 2024 |
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 |
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 |
Monitoring univariate processes using control charts: Some practical issues and advice | Quality Engineering | IM Zwetsloot LA Jones-Farmer WH Woodall | 2023/7/15 |
Discussion of “Is designed data collection still relevant in the big data era?” | Quality and Reliability Engineering International | L Allison Jones‐Farmer | 2023/6 |
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 |
Statistical engineering–Part 1: Past and present | Quality Engineering | Christine M Anderson-Cook Lu Lu William Brenneman Jeroen De Mast Frederick Faltin | 2022/11/29 |
Statistical engineering–Part 2: Future | Quality Engineering | Christine M Anderson-Cook Lu Lu William Brenneman Jeroen De Mast Frederick Faltin | 2022/11/29 |
Robustness of the one‐class Peeling method to the Gaussian Kernel Bandwidth | Quality and Reliability Engineering International | Lina Lee Maria L Weese Waldyn G Martinez L Allison Jones‐Farmer | 2022/4 |
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 |
Artificial intelligence and statistics for quality technology: an introduction to the special issue | Journal of Quality Technology | Bianca Maria Colosimo Enrique del Castillo L Allison Jones-Farmer Kamran Paynabar | 2021/10/20 |
Modeling the differences in the time-series profiles of new COVID-19 daily confirmed cases in 3,108 contiguous US counties: a retrospective analysis. | Allison Jones-Farmer Long-wen Zhao Steven E Rigdon Fadel M Megahed | 2021/11/3 | |
A Statistical (Process Monitoring) Perspective on Human Performance Modeling in the Age of Cyber-Physical Systems | Fadel M. Megahed L Allison Jones-Farmer Miao Cai Steven E. Rigdon Manar Mohamed | 2019/8/12 | |
A one‐class peeling method for multivariate outlier detection with applications in phase I SPC | Quality and Reliability Engineering International | Waldyn G Martinez Maria L Weese L Allison Jones-Farmer | 2020/6 |
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 | 2020 | |
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 |
Co-Authors
