Seyed Ehsan Roshan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Ensemble Learning

Swarm Optimization

Medical Image Segmentation

Top Venues

Eng. Appl. Artif. Intell.

Comput. Biol. Medicine

Int. J. Mach. Learn. Cybern.

J. Biomed. Informatics

Publications

Seyed Ehsan Roshan, Jafar Tanha, Mahdi Zarrin, Alireza Fakhim Babaei, Haniyeh Nikkhah, Zahra Jafari
A deep ensemble medical image segmentation with novel sampling method and loss function. Comput. Biol. Medicine 172 (2024)
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)