Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles-Reference-Cited by-同舟云学术

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Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles

Published:2021 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 23rd International Conference on Enterprise Information Systems
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Author:

Garcia Nathan¹,Tiggeman Frederico¹,Borges Eduardo¹,Lucca Giancarlo¹,Santos Helida¹,Dimuro Graçaliz¹²

Affiliation:

1. Centro de Ciências Computacionais, Universidade Federal do Rio Grande, Av. Itália, km 8, 96203-900, Rio Grande, Brazil, --- Select a Country ---

2. Departamento de Estadística, Informática y Matemáticas, Universidad Publica de Navarra, Pamplona, Spain, --- Select a Country ---

Publisher

SCITEPRESS - Science and Technology Publications

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Measurement of data complexity using machine learning for breast cancer classification;AIP Conference Proceedings;2024

2. Data complexity-based dynamic ensembling of SVMs in classification;Expert Systems with Applications;2023-04

3. Interpretable Lightweight Ensemble Classification of Normal versus Leukemic Cells;Computers;2022-08-19

4. A novel intrinsic measure of data separability;Applied Intelligence;2022-04-05

5. A Performance Analysis of Classifiers on Imbalanced Data;Proceedings of the 24th International Conference on Enterprise Information Systems;2022

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