Search Results - "Resampling (Statistics)"

CTGAN–ENN Resampling for Imbalanced Electricity Theft Detection: Generalization and Computational Trade-offs.

Authors: Radeef, Ali Tareq Yussof, Salman Mohammed, Saja Jabbar et al.

Source: Ingénierie des Systèmes d'Information. May2026, Vol. 31 Issue 5, p1575-1587. 13p.

基于数据平衡与集成学习的颠覆性技术 识别模型优化研究.

Alternate Title: Optimization of Subversive Technology Identification Model Based on Data Balancing and Integrated Learning.

Authors: 陈媛媛 胡少皇 陈小红

Source: Journal of Library & Information Science in Agriculture. 2026, Vol. 38 Issue 6, p86-97. 12p.

Ros, smote, smote-enn comparison using gnb and adaboost classifiers for cervical cancer imbalanced dataset.

Alternate Title: Indonesian title: Perbandingan ros, smote, dan smote-enn menggunakan klasifikasi gnb dan adaboost untuk dataset kanker serviks yang tidak seimbang.

Authors: Faristasari, Evvin Duli, Sirlus Andreanto Jasman Agustin, Indri Dwi et al.

Source: Jurnal Teknosains. Jun2026, Vol. 15 Issue 2, p101-116. 16p.

A Robust Dynamic Multi-Criteria Evaluation Method Using Sampling and Density-Weighted Aggregation.

Authors: Zhang, Danning Zhan, Qiushi Zhao, Baoyu et al.

Source: Symmetry (20738994). May2026, Vol. 18 Issue 5, p840. 22p.

SMOTE-AAE-RF: A Novel Approach to Identifying Financial Fraud in Imbalanced Data Circumstances.

Authors: Rawat, Satyendra Singh Thada, Vikas Mishra, Amit Kumar

Source: International Journal of Mathematical, Engineering & Management Sciences. Apr2026, Vol. 11 Issue 2, p850-895. 46p.

Evaluating SVM and Naïve Bayes Classifiers with Resampling Techniques for Sentiment Analysis of Indonesian PayLater Users on Social Media.

Authors: Santoso, Aditya Fathan Fernando, Erick

Source: Ingénierie des Systèmes d'Information. Apr2026, Vol. 31 Issue 4, p1029-1042. 14p.

Improvement of machine learning-based diabetes diagnosis via resampling techniques.

Alternate Title: Makine öğrenmesi tabanlı diyabet teşhisinin yeniden örnekleme teknikleri ile iyileştirilmesi.

Authors: Yapıcı, İrem Şenyer Arslan, Rukiye Uzun Engin, Mustafa Alptekin

Source: Pamukkale University Journal of Engineering Sciences. 2026, Vol. 32 Issue 2, p247-258. 12p.

Subjects: Diagnosis of diabetes, Resampling (Statistics), Data augmentation, Decision trees, Classification algorithms, Machine learning, Medical informatics

A Hybrid Feature-Weighting and Resampling Model for Imbalanced Sentiment Analysis in User Game Reviews.

Authors: Huynh-Cam, Thao-Trang Chen, Long-Sheng Huang, Hsuan-Jung et al.

Source: Mathematics (2227-7390). Apr2026, Vol. 14 Issue 8, p1273. 17p.

Strategies for Class-Imbalanced Learning in Multi-Sensor Medical Imaging.

Authors: Zhou, Da Gao, Song Huang, Xinrui

Source: Sensors (14248220). Mar2026, Vol. 26 Issue 6, p1998. 23p.

Cure rate estimation with insufficient follow-up: A median-based bootstrap correction approach.

Authors: Ibi, Yumiko Omori, Takashi

Source: PLoS ONE. 3/12/2026, Vol. 21 Issue 3, p1-12. 12p.

An approach for handling imbalanced datasets using borderline shifting.

Authors: Malhat, Mohammed G. Elsobky, Alaa M. Keshk, Arabi EI. et al.

Source: Scientific Reports. 3/4/2026, Vol. 16 Issue 1, p1-24. 24p.

A Hybrid Sampling Approach for Classification of Imbalanced Health Data Using Synthetic Minority Oversampling Technique and Edited Nearest Neighbor.

Authors: Mufarroha, Fifin Ayu Rochman, Eka Mala Sari Rachmad, Aeri et al.

Source: Mathematical Modelling of Engineering Problems. Mar2026, Vol. 13 Issue 3, p583-594. 12p.

A permutation test of differences between externally or internally defined groupings in compositional data sets.

Authors: Štefelová, Nikola Palarea-Albaladejo, Javier Martín-Fernández, Josep Antoni

Source: Statistical Methods in Medical Research. Mar2026, Vol. 35 Issue 3, p601-625. 25p.

Time Series Forecast Intervals using Circular Bootstrapped Training Simulation with Invariant Distance KNN.

Authors: Srisuradetchai, Patchanok Kamlangdee, Parattakorn

Source: International Journal of Applied Mathematics & Computer Science. Mar2026, Vol. 36 Issue 1, p113-1127. 1015p.

Overcoming Set Imbalance in Data‐Driven Parameterization: A Case Study of Gravity Wave Momentum Transport.

Authors: Yang, L. Minah Gerber, Edwin P.

Source: Journal of Advances in Modeling Earth Systems. Feb2026, Vol. 18 Issue 2, p1-23. 23p.

Addressing Class Imbalance in Fetal Health Classification: Rigorous Benchmarking of Multi-Class Resampling Methods on Cardiotocography Data.

Authors: Hawrami, Zainab Subhi Mahmood Cengiz, Mehmet Ali Dünder, Emre

Source: Diagnostics (2075-4418). Feb2026, Vol. 16 Issue 3, p485. 28p.

A Unified Framework with Dynamic Kernel Learning for Bidirectional Feature Resampling in Remote Sensing Images.

Authors: Xiang, Jiajun Xiao, Zixuan Wang, Shuojie et al.

Source: Remote Sensing. Nov2025, Vol. 17 Issue 21, p3599. 21p.

Subjects: Remote-sensing images, Resampling (Statistics), Parameterization, Object recognition (Computer vision), Interpolation, Feature extraction

Effectiveness of data resampling and ensemble learning in multiclass imbalance learning.

Authors: Fachrie, Muhammad Musdholifah, Aina Pulungan, Reza

Source: Artificial Intelligence Review. Dec2025, Vol. 58 Issue 12, p1-60. 60p.

Subjects: Resampling (Statistics), Ensemble learning, Classification, Comparative studies, Evidence gaps

Resampling Techniques for Imbalanced Water Quality Classification.

Authors: Abdul Malek, Nur Hanisah Norddin, Nur Idalisa Umirah Idris, Nor Shahirul et al.

Source: PaperAsia. Nov/Dec2025, Vol. 41 Issue 6B, p232-243. 12p.

Addressing class imbalance in traumatic brain injury prognostication: A survey of resampling approaches.

Authors: Noor, Nor Safira Elaina Mohd^1,2 (AUTHOR) safira@usm.my

Source: AIMS Neuroscience. 2026, Vol. 13 Issue 1, p1-37. 37p.