Waldyn Martinez
Waldyn Martinez
Assistant Professor Business Analytics, Miami University
Verified email at miamioh.edu
Title
Cited by
Cited by
Year
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
532018
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
282016
Noise peeling methods to improve boosting algorithms
W Martinez, JB Gray
Computational Statistics & Data Analysis 93, 483-497, 2016
132016
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
92018
The role of margins in boosting and ensemble performance
W Martinez, JB Gray
Wiley Interdisciplinary Reviews: Computational Statistics 6 (2), 124-131, 2014
62014
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
22017
Three essays on the use of margins to improve ensemble models
WGM Cid
The University of Alabama, 2012
22012
On the Current State of Research in Explaining Ensemble Performance Using Margins
W Martinez, JB Gray
arXiv preprint arXiv:1906.03123, 2019
12019
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
2020
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
2019
Ensemble Pruning via Margin Maximization
W Martinez
arXiv preprint arXiv:1906.03247, 2019
2019
Ensemble Pruning via Quadratic Margin Maximization
W Martinez
One-Class Peeling for Outlier Detection in High Dimensions
WG Martinez, ML Weese, LA Jones-Farmer
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