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Seyed Ehsan Roshan
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Heart Disease
Imbalanced Data
Random Forest
Swarm Optimization
Top Venues
Eng. Appl. Artif. Intell.
Int. J. Mach. Learn. Cybern.
J. Biomed. Informatics
Complex.
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Publications
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Seyed Ehsan Roshan
,
Jafar Tanha
,
Farzad Hallaji
,
Mohammadreza Ghanbari
IMBoost: A New Weighting Factor for Boosting to Improve the Classification Performance of Imbalanced Data.
Complex.
2023 (2023)
Shahrokh Asadi
,
Seyed Ehsan Roshan
A bi-objective optimization method to produce a near-optimal number of classifiers and increase diversity in Bagging.
Knowl. Based Syst.
213 (2021)
Shahrokh Asadi
,
Seyed Ehsan Roshan
,
Michael W. Kattan
Random forest swarm optimization-based for heart diseases diagnosis.
J. Biomed. Informatics
115 (2021)
Seyed Ehsan Roshan
,
Shahrokh Asadi
Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization.
Int. J. Mach. Learn. Cybern.
12 (6) (2021)
Seyed Ehsan Roshan
,
Shahrokh Asadi
Improvement of Bagging performance for classification of imbalanced datasets using evolutionary multi-objective optimization.
Eng. Appl. Artif. Intell.
87 (2020)