| Predicting short-term stock prices using ensemble methods and online data sources B Weng, L Lu, X Wang, FM Megahed, W Martinez Expert Systems with Applications 112, 258-273, 2018 | 251 | 2018 |
| Statistical learning methods applied to process monitoring: An overview and perspective M Weese, W Martinez, FM Megahed, LA Jones-Farmer Journal of Quality Technology 48 (1), 4-24, 2016 | 100 | 2016 |
| Macroeconomic indicators alone can predict the monthly closing price of major US indices: Insights from artificial intelligence, time-series analysis and hybrid models B Weng, W Martinez, YT Tsai, C Li, L Lu, JR Barth, FM Megahed Applied Soft Computing 71, 685-697, 2018 | 50 | 2018 |
| Noise peeling methods to improve boosting algorithms W Martinez, JB Gray Computational statistics & data analysis 93, 483-497, 2016 | 13 | 2016 |
| Ensemble Pruning via Margin Maximization W Martinez IEEE Access, 2021 | 11 | 2021 |
| A one‐class peeling method for multivariate outlier detection with applications in phase I SPC WG Martinez, ML Weese, LA Jones-Farmer Quality and Reliability Engineering International 36 (4), 1272-1295, 2020 | 10 | 2020 |
| On the Selection of the Bandwidth Parameter for the k‐Chart ML Weese, WG Martinez, LA Jones‐Farmer Quality and Reliability Engineering International 33 (7), 1527-1547, 2017 | 6 | 2017 |
| The role of margins in boosting and ensemble performance W Martinez, JB Gray Wiley Interdisciplinary Reviews: Computational Statistics 6 (2), 124-131, 2014 | 6 | 2014 |
| Three essays on the use of margins to improve ensemble models WGM Cid The University of Alabama, 2012 | 3 | 2012 |
| Robustness of the one‐class Peeling method to the Gaussian Kernel Bandwidth L Lee, ML Weese, WG Martinez, LA Jones‐Farmer Quality and Reliability Engineering International 38 (3), 1289-1301, 2022 | 1 | 2022 |
| On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods W Martinez, JB Gray arXiv preprint arXiv:1906.04063, 2019 | 1 | 2019 |
| On the Current State of Research in Explaining Ensemble Performance Using Margins W Martinez, JB Gray arXiv preprint arXiv:1906.03123, 2019 | 1 | 2019 |
| Boundary Peeling: Outlier Detection Method Using One-Class Peeling S Arafat, N Sun, ML Weese, WG Martinez arXiv preprint arXiv:2309.05630, 2023 | | 2023 |
| One-Class Peeling for Outlier Detection in High Dimensions WG Martinez, ML Weese, LA Jones-Farmer | | |
Fadel M. MegahedUniversity Faculty Scholar, Miami UniversityVerified email at miamioh.edu
