Waldyn G. Martinez

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Outlier Detection

Pruning Algorithm

Ensemble Pruning

Top Venues

Qual. Reliab. Eng. Int.

J. Chem. Inf. Model.

Comput. Stat. Data Anal.

Publications

Zishuo Cheng, Mahesh Aitha, Caitlyn A. Thomas, Aidan Sturgill, Mitch Fairweather, Amy Hu, Christopher R. Bethel, Dann D. Rivera, Patricia Dranchak, Pei W. Thomas, Han Li, Qi Feng, Kaicheng Tao, Minshuai Song, Na Sun, Shuo Wang, Surendra Bikram Silwal, Richard C. Page, Walt Fast, Robert A. Bonomo, Maria Weese, Waldyn G. Martinez, James Inglese, Michael W. Crowder
Machine Learning Models Identify Inhibitors of New Delhi Metallo-β-lactamase. J. Chem. Inf. Model. 64 (10) (2024)
Sheikh Arafat, Na Sun, Maria L. Weese, Waldyn G. Martinez
Boundary Peeling: Outlier Detection Method Using One-Class Peeling. CoRR (2023)
Lina Lee, Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer
Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth. Qual. Reliab. Eng. Int. 38 (3) (2022)
Waldyn G. Martinez
Ensemble Pruning via Quadratic Margin Maximization. IEEE Access 9 (2021)
Waldyn G. Martinez, Maria L. Weese, L. Allison Jones-Farmer
A one-class peeling method for multivariate outlier detection with applications in phase I SPC. Qual. Reliab. Eng. Int. 36 (4) (2020)
Waldyn G. Martinez, J. Brian Gray
On the Current State of Research in Explaining Ensemble Performance Using Margins. CoRR (2019)
Waldyn G. Martinez
Ensemble Pruning via Margin Maximization. CoRR (2019)
Waldyn G. Martinez, J. Brian Gray
On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods. CoRR (2019)
Bin Weng, Waldyn G. Martinez, Yao-Te Tsai, Chen Li, Lin Lu, James R. Barth, Fadel M. Megahed
Macroeconomic indicators alone can predict the monthly closing price of major U.S. indices: Insights from artificial intelligence, time-series analysis and hybrid models. Appl. Soft Comput. 71 (2018)
Bin Weng, Lin Lu, Xing Wang, Fadel M. Megahed, Waldyn G. Martinez
Predicting short-term stock prices using ensemble methods and online data sources. Expert Syst. Appl. 112 (2018)
Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer
-Chart. Qual. Reliab. Eng. Int. 33 (7) (2017)
Waldyn G. Martinez, J. Brian Gray
Noise peeling methods to improve boosting algorithms. Comput. Stat. Data Anal. 93 (2016)