Waldyn G. Martinez

Orcid: 0000-0002-6634-9016

According to our database1, Waldyn G. Martinez authored at least 12 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Machine Learning Models Identify Inhibitors of New Delhi Metallo-β-lactamase.
J. Chem. Inf. Model., 2024

2023
Boundary Peeling: Outlier Detection Method Using One-Class Peeling.
CoRR, 2023

2022
Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth.
Qual. Reliab. Eng. Int., 2022

2021
Ensemble Pruning via Quadratic Margin Maximization.
IEEE Access, 2021

2020
A one-class peeling method for multivariate outlier detection with applications in phase I SPC.
Qual. Reliab. Eng. Int., 2020

2019
On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods.
CoRR, 2019

Ensemble Pruning via Margin Maximization.
CoRR, 2019

On the Current State of Research in Explaining Ensemble Performance Using Margins.
CoRR, 2019

2018
Predicting short-term stock prices using ensemble methods and online data sources.
Expert Syst. Appl., 2018

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., 2018

2017
On the Selection of the Bandwidth Parameter for the <i>k</i>-Chart.
Qual. Reliab. Eng. Int., 2017

2016
Noise peeling methods to improve boosting algorithms.
Comput. Stat. Data Anal., 2016


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