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A Comparative Analysis of Machine Learning Methods for Class Imbalance in a Smoking Cessation Intervention
Davagdorj, Khishigsuren, Lee, Jong Seol, Pham, Van Huy, Ryu, Keun Ho
Published in Applied sciences (01.05.2020)
Published in Applied sciences (01.05.2020)
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A comparative study in class imbalance mitigation when working with physiological signals
Abdulsadig, Rawan S., Rodriguez-Villegas, Esther
Published in Frontiers in digital health (26.03.2024)
Published in Frontiers in digital health (26.03.2024)
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Scalable Graph Learning with Graph Convolutional Networks and Graph Attention Networks: Addressing Class Imbalance Through Augmentation and Optimized Hyperparameter Tuning
Touate, Chaima Ahle, Ayachi, Rachid El, Biniz, Mohamed
Published in International journal of advanced computer science & applications (2025)
Published in International journal of advanced computer science & applications (2025)
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An Ensemble Based Evolutionary Approach to the Class Imbalance Problem with Applications in CBIR
Irtaza, Aun, Adnan, Syed, Ahmed, Khawaja, Jaffar, Arfan, Khan, Ahmad, Javed, Ali, Mahmood, Muhammad
Published in Applied sciences (01.04.2018)
Published in Applied sciences (01.04.2018)
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Contrastive feature-based learning-guided elevated deep reinforcement learning: Developing an imbalanced fault quantitative diagnosis under variable working conditions
He, Shuilong, Cui, Qianwen, Chen, Jinglong, Pan, Tongyang, Hu, Chaofan
Published in Mechanical systems and signal processing (01.04.2024)
Published in Mechanical systems and signal processing (01.04.2024)
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Graph neural network-based long method and blob code smell detection
Zhang, Minnan, Jia, Jingdong, Capretz, Luiz Fernando, Hou, Xin, Tan, Huobin
Published in Science of computer programming (01.07.2025)
Published in Science of computer programming (01.07.2025)
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A Comparative Analysis of Machine Learning Models for Banking News Extraction by Multiclass Classification With Imbalanced Datasets of Financial News: Challenges and Solutions
Dogra, Varun, Verma, Sahil, Verma, Kavita, Jhanjhi, NZ, Ghosh, Uttam, Nhuong Le, Dac
Published in International journal of interactive multimedia and artificial intelligence (01.03.2022)
Published in International journal of interactive multimedia and artificial intelligence (01.03.2022)
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A Comparative Study of Class Rebalancing Methods for Security Bug Report Classification
Zheng, Wei, Xun, Yuxing, Wu, Xiaoxue, Deng, Zhi, Chen, Xiang, Sui, Yulei
Published in IEEE transactions on reliability (01.12.2021)
Published in IEEE transactions on reliability (01.12.2021)
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Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces
Li, Shurui, Xu, Ren, Wang, Xingyu, Cichocki, Andrzej, Jin, Jing
Published in Neural networks (01.12.2025)
Published in Neural networks (01.12.2025)
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Temporal-constrained parallel graph neural networks for recognizing motion patterns and gait phases in class-imbalanced scenarios
Zhang, Changhe, Yu, Zidong, Wang, Xiaoyun, Chen, Ze-Jian, Deng, Chao
Published in Engineering applications of artificial intelligence (01.03.2025)
Published in Engineering applications of artificial intelligence (01.03.2025)
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