A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation

6 April 2023

Papers citing "A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation"

13 / 13 papers shown

Title
Imbalanced malware classification: an approach based on dynamic classifier selection J. V. S. Souza C. B. Vieira G. D. C. Cunha R. M. O. Cruz 40 0 0 30 Mar 2025
Unraveling Pedestrian Fatality Patterns: A Comparative Study with Explainable AI Methusela Sulle Judith Mwakalonge G. Comert Saidi Siuhi Nana Kankam Gyimah 36 0 0 22 Mar 2025
Enhancing Precision of Automated Teller Machines Network Quality Assessment: Machine Learning and Multi Classifier Fusion Approaches Alireza Safarzadeh Mohammad Reza Jamali Behzad Moshiri 18 0 0 03 Jan 2025
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network Rasha Alshawi Md Meftahul Ferdaus Mahdi Abdelguerfi Kendall N. Niles Ken Pathak Steve Sloan 29 0 0 19 Aug 2024
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss Functions Jiaqi Luo Yuan Yuan Shixin Xu AI4CE 23 1 0 19 Jul 2024
Review of deep learning models for crypto price prediction: implementation and evaluation Jingyang Wu Xinyi Zhang Fangyixuan Huang Haochen Zhou Rohtiash Chandra 27 3 0 19 May 2024
Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals Clara Macabiau Thanh-Dung Le K. Albert Mana Shahriari P. Jouvet R. Noumeir AI4TS 23 5 0 16 Aug 2023
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 119 269 0 05 Oct 2021
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Li Zhe Hujun Bao Xipeng Qiu MedIm 59 145 0 13 Sep 2021
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 209 315 0 04 Mar 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 132 1,037 0 27 Sep 2019
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 137 2,701 0 18 Nov 2015
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 160 25,150 0 09 Jun 2011