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Seyed Ehsan Roshan

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2024
[j6]
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  - journals/cbm/RoshanTZBNJ24
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  - https://dblp.org/rec/journals/cbm/RoshanTZBNJ24
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: 108305 (2024)
2023
[j5]
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  - journals/complexity/RoshanTHG23
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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: 2176891:1-2176891:19 (2023)
2021
[j4]
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  - journals/jbi/AsadiRK21
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Shahrokh Asadi, Seyed Ehsan Roshan, Michael W. Kattan:
Random forest swarm optimization-based for heart diseases diagnosis. J. Biomed. Informatics 115: 103690 (2021)
[j3]
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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: 106656 (2021)
[j2]
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  - journals/mlc/RoshanA21
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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): 1737-1751 (2021)
2020
[j1]
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  - journals/eaai/RoshanA20
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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)

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