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Research article

First published 2006-8

A boosting approach to remove class label noise 1

Amitava Karmaker, Stephen Kwek

International Journal of Hybrid Intelligent Systems

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Research article

First published 2024-1

Enhancing Adaboost performance in the presence of class-label noise: A comparative study on EEG-based classification of schizophrenic patients and benchmark datasets

Omid Ranjbar Pouya, Reza Boostani, Malihe Sabeti

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-04-22

Confident sequence learning: A sequence class-label noise filtering technique to improve scene digit recognition

Haiqing Liu, Daoxing Li, Yuancheng Li

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2022-9

Label noise detection under the noise at random model with ensemble filters

Kecia G. Moura, Ricardo B.C. Prudêncio, George D.C. Cavalcanti

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-7

A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction

Anshul Bhatia, Anuradha Chug, Amit Prakash Singh [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2018-12-24

Using Credal-C4.5 with Binary Relevance for Multi-Label Classification

Serafín Moral-García, Carlos J. Mantas, Javier G. Castellano [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2005-11

Identifying noisy features with the Pairwise Attribute Noise Detection Algorithm

Taghi M. Khoshgoftaar, Jason Van Hulse

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-3

Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter

Shuaijun Li, Jia Lu

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-09-15

wCM based hybrid pre-processing algorithm for class imbalanced dataset

Deepika Singh, Anju Saha, Anjana Gosain

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2019-5

Solving class imbalance problem using bagging,boosting techniques,with and without using noise filtering method

G. Rekha, Amit Kumar Tyagi, V. Krishna Reddy

International Journal of Hybrid Intelligent Systems

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