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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

On csauthors.net:

Bibliography

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

2023
Boundary Peeling: Outlier Detection Method Using One-Class Peeling.
[BibTeX]
[DOI]
Sheikh Arafat
,
Na Sun
,
Maria L. Weese
,
Waldyn G. Martinez
CoRR, 2023

2022
Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth.
[BibTeX]
[DOI]
Lina Lee
,
Maria L. Weese
,
Waldyn G. Martinez
,
L. Allison Jones-Farmer
Qual. Reliab. Eng. Int., 2022

2021
Ensemble Pruning via Quadratic Margin Maximization.
[BibTeX]
[DOI]
Waldyn G. Martinez
IEEE Access, 2021

2020
A one-class peeling method for multivariate outlier detection with applications in phase I SPC.
[BibTeX]
[DOI]
Waldyn G. Martinez
,
Maria L. Weese
,
L. Allison Jones-Farmer
Qual. Reliab. Eng. Int., 2020

2019
On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods.
[BibTeX]
[DOI]
Waldyn G. Martinez
,
J. Brian Gray
CoRR, 2019

Ensemble Pruning via Margin Maximization.
[BibTeX]
[DOI]
Waldyn G. Martinez
CoRR, 2019

On the Current State of Research in Explaining Ensemble Performance Using Margins.
[BibTeX]
[DOI]
Waldyn G. Martinez
,
J. Brian Gray
CoRR, 2019

2018
Predicting short-term stock prices using ensemble methods and online data sources.
[BibTeX]
[DOI]
Bin Weng
,
Lin Lu
,
Xing Wang
,
Fadel M. Megahed
,
Waldyn G. Martinez
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.
[BibTeX]
[DOI]
Bin Weng
,
Waldyn G. Martinez
,
Yao-Te Tsai
,
Chen Li
,
Lin Lu
,
James R. Barth
,
Fadel M. Megahed
Appl. Soft Comput., 2018

2017
On the Selection of the Bandwidth Parameter for the <i>k</i>-Chart.
[BibTeX]
[DOI]
Maria L. Weese
,
Waldyn G. Martinez
,
L. Allison Jones-Farmer
Qual. Reliab. Eng. Int., 2017

2016
Noise peeling methods to improve boosting algorithms.
[BibTeX]
[DOI]
Waldyn G. Martinez
,
J. Brian Gray
Comput. Stat. Data Anal., 2016


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