Waldyn G. Martinez

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Interpretable Generative Framework for Anomaly Detection in High-Dimensional Financial Time Series.
CoRR
Waldyn G. Martinez
2026 J jnl
VSCOUT: A Hybrid Variational Autoencoder Approach to Outlier Detection in High-Dimensional Retrospective Monitoring.
CoRR
Waldyn G. Martinez
2024 J jnl
Machine Learning Models Identify Inhibitors of New Delhi Metallo-β-lactamase.
J. Chem. Inf. Model.
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
2023 J jnl
Boundary Peeling: Outlier Detection Method Using One-Class Peeling.
CoRR
Sheikh Arafat, Na Sun, Maria L. Weese, Waldyn G. Martinez
2022 J jnl
Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth.
Qual. Reliab. Eng. Int.
Lina Lee, Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer
2021 J jnl
Ensemble Pruning via Quadratic Margin Maximization.
IEEE Access
Waldyn G. Martinez
2020 J jnl
A one-class peeling method for multivariate outlier detection with applications in phase I SPC.
Qual. Reliab. Eng. Int.
Waldyn G. Martinez, Maria L. Weese, L. Allison Jones-Farmer
2019 J jnl
Ensemble Pruning via Margin Maximization.
CoRR
Waldyn G. Martinez
2019 J jnl
On the Current State of Research in Explaining Ensemble Performance Using Margins.
CoRR
Waldyn G. Martinez, J. Brian Gray
2019 J jnl
On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods.
CoRR
Waldyn G. Martinez, J. Brian Gray
2018 J jnl
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.
Bin Weng, Waldyn G. Martinez, Yao-Te Tsai, Chen Li, Lin Lu, James R. Barth, Fadel M. Megahed
2018 J jnl
Predicting short-term stock prices using ensemble methods and online data sources.
Expert Syst. Appl.
Bin Weng, Lin Lu, Xing Wang, Fadel M. Megahed, Waldyn G. Martinez
2017 J jnl
On the Selection of the Bandwidth Parameter for the
Qual. Reliab. Eng. Int.
Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer
2016 J jnl
Noise peeling methods to improve boosting algorithms.
Comput. Stat. Data Anal.
Waldyn G. Martinez, J. Brian Gray