Sage Journals: Discover world-class research

Retricted access

Research article

First published 2022-06-09

Deep transferable learning on heartbeat classification for imbalance dataset

Imran Sabir, Junaid Baber, Atiq Ahmed [...]

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

Open access

Research article

First published 2023

Addressing the class imbalance in tabular datasets from a generative adversarial network approach in supervised machine learning

Máximo E Sánchez-Gutiérrez, Pedro P González-Pérez

Journal of Algorithms & Computational Technology

Free access

Research article

First published 2024-02-02

Reduction of overfitting on the highly imbalanced ISIC-2019 skin dataset using deep learning frameworks

Erapaneni Gayatri, S.L. Aarthy

Journal of X-Ray Science and Technology

Retricted access

Research article

First published 2023-12-02

Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

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

Retricted access

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

Retricted access

Research article

First published 2020-11

Entropy difference and kernel-based oversampling technique for imbalanced data learning

Xu Wu, Youlong Yang, Lingyu Ren

Intelligent Data Analysis: An International Journal

Retricted access

Research article

First published 2021-08

An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework

Santosh Kumar Sahu, Durga Prasad Mohapatra, Jitendra Kumar Rout [...]

Big Data

Retricted access

Research article

First published 2010-1

Evolutionary data analysis for the class imbalance problem

Taghi M. Khoshgoftaar, Naeem Seliya, Dennis J. Drown

Intelligent Data Analysis: An International Journal

Retricted access

Research article

First published 2023-10

Research on bearing vibration signal generation method based on filtering WGAN_GP with small samples

Jiesong Li, Tao Liu, Xing Wu

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Retricted access

Research article

First published 2019-3

Integrating synthetic minority oversampling and gradient boosting decision tree for bogie fault diagnosis in rail vehicles

Linlin Kou, Yong Qin, Xunjun Zhao [...]

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

Search results