Waldyn G. Martinez

Predicting short-term stock prices using ensemble methods and online data sources

Bin Weng, Lin Lü, Xing Wang et al. · Expert Systems with Applications · 2018 · 278 citations

Computing, Data Science, Finance +16

Statistical Learning Methods Applied to Process Monitoring: An Overview and Perspective

Maria L. Weese, Waldyn G. Martinez, Fadel M. Megahed et al. · Journal of Quality Technology · 2016 · 94 citations

Computing, Systems Engineering, Big Data Analytics +16

Macroeconomic indicators alone can predict the monthly closing price of major U.S. indices: Insights from artificial intelligence, time-series analysis and hybrid models

Bin Weng, Waldyn G. Martinez, Yao‐Te Tsai et al. · Applied Soft Computing · 2018 · 42 citations

Social Sciences, Business Economics, Economics +15

Noise peeling methods to improve boosting algorithms

Waldyn G. Martinez, J. Brian Gray · Computational Statistics & Data Analysis · 2015 · 17 citations

Computing, Computer Science, Algorithms +11

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 · Quality and Reliability Engineering International · 2020 · 11 citations · Full text

Computing, Data Science, Machine Learning +16