An Improved Algorithm for Imbalanced Data and Small Sample Size Classification

Journal of Data Analysis and Information Processing

ISSN Print: 2327-7211
ISSN Online: 2327-7203
www.scirp.net/journal/jdaip
E-mail: [email protected]

Citations

"An Improved Algorithm for Imbalanced Data and Small Sample Size Classification"
written by Yong Hu, Dongfa Guo, Zengwei Fan, Chen Dong, Qiuhong Huang, Shengkai Xie, Guifang Liu, Jing Tan, Boping Li, Qiwei Xie,
published by Journal of Data Analysis and Information Processing, Vol.3 No.3, 2015

has been cited by the following article(s):

Google Scholar
CrossRef

[1]	A Survey Study on Proposed Solutions for Imbalanced Big Data
	Talib - Iraqi Journal of Science, 2024

[2]	SCALA: Scaling algorithm for multi-class imbalanced classification
	2023

[3]	Spatiotemporal analysis for fire forecasting using deep learning techniques in google earth engine: a case study for the Indian state of Uttarakhand
	2023

[4]	Feedback-guided Data Synthesis for Imbalanced Classification
	arXiv preprint arXiv …, 2023

[5]	SCALA: Scaling algorithm for multi-class imbalanced classification: A novel algorithm specifically designed for multi-class multiple minority imbalanced data problems.
	Proceedings of the 2023 8th International …, 2023

[6]	Application of deep reinforcement learning for extremely rare failure prediction in aircraft maintenance
	Mechanical Systems and Signal …, 2022

[7]	Modeling and feature assessment of the sleep quality among chronic kidney disease patients
	Sleep Epidemiology, 2022

[8]	Exploring Self-supervised Capsule Networks for Improved Classification with Data Scarcity
	… Conference on Image Processing and Capsule …, 2022

[9]	THE EFFECTS OF FEATURE SELECTION METHODS ON THE CLASSIFICATIONS OF IMBALANCED DATASETS
	IJISCS (International Journal of …, 2022

[10]	Application of data analytics for predictive maintenance in aerospace: an approach to imbalanced learning.
	2021

[11]	Simultaneous detection of glucose, triglycerides, and total cholesterol in whole blood by Fourier-Transform Raman spectroscopy
	2021

[12]	A Novel Oversampling Technique To Handle Imbalanced Datasets.
	2020

[13]	Developing Long Time Series 1-km Land Cover Maps From 5-km AVHRR Data Using a Super-Resolution Method
	2020

[14]	Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning
	2019

[15]	Diz osteoartritli bireylerde farklı rehabilitasyon uygulamalarının etkinliklerinin karşılaştırılması
	2019

[16]	Yazılım hata tahmininde kullanılan metriklerin karar ağaçlarındaki bilgi kazançlarının incelenmesi ve iyileştirilmesi.
	2018

[17]	A Feature Selection Approach for Enhancing the Cardiotocography Classification Performance
	International Journal of Engineering and Techniques, 2018

[18]	Prediction of Estimates' Accuracy for Linear Regression with a Small Sample Size
	2018

[19]	Yazılım hata tahmininde kullanılan metriklerin karar ağaçlarındaki bilgi kazançlarının incelenmesi ve iyileştirilmesi
	Pamukkale University Journal of Engineering Sciences, 2018

[20]	Recognition of damage pattern and evolution in CFRP cable with a novel bonding anchorage by acoustic emission
	2018

[21]	A Review on Imbalanced Data Handling Using Undersampling and Oversampling Technique
	International Journal of Recent Trends in Engineering & Research (IJRTER), 2017

[22]	Medical data classification scheme based on hybridized SMOTE technique (HST) and Rough Set technique (RST)
	2017

[23]	Use of chronolithotherapy for better individual healthcare and welfare
	Journal of Systems Science and Systems Engineering, 2017

[24]	A Classification Model for Imbalanced Medical Data based on PCA and Farther Distance based Synthetic Minority Oversampling Technique
	International Journal of Advanced Computer Science and Applications, 2017

[25]	An Analysis of Data Characteristics and Classifier Performance in the Context of Ordinal Classification
	2017

[26]	AN EFFICIENT DECISION TREE APPROACH FOR OPINION MINING FROM SKEWED TWITTER CORPUS USING CONFISCATE AND SUBSTITUTE TECHNIQUE
	International Journal of Sciences and Research, 2017

[27]	A Review of Opinion Mining Approaches for Knowledge Discovery
	2016

[28]	An Efficient Decision Tree for Imbalance data learning using Confiscate and Substitute Technique
	2016

[29]	A novel approach in oversampling algorithm for imbalanced data sets in the context of ordinal classification
	2016

[1]	A Methodology for Patent Classification through Bigbird-Pegasus Based Claim Abstractive Summarization Journal of the Korean Institute of Industrial Engineers, 2025 DOI:10.7232/JKIIE.2025.51.1.061

[2]	Artificial Intelligence Applications and Innovations IFIP Advances in Information and Communication Technology, 2025 DOI:10.1007/978-3-031-96228-8_14

[3]	Classification of autonomous vehicle crash severity: Solving the problems of imbalanced datasets and small sample size Accident Analysis & Prevention, 2024 DOI:10.1016/j.aap.2024.107666

[4]	SCALA: Scaling algorithm for multi-class imbalanced classification Proceedings of the 2023 8th International Conference on Machine Learning Technologies, 2023 DOI:10.1145/3589883.3589893

[5]	Developing Long Time Series 1-km Land Cover Maps From 5-km AVHRR Data Using a Super-Resolution Method IEEE Transactions on Geoscience and Remote Sensing, 2021 DOI:10.1109/TGRS.2020.3018109

[6]	Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning Remote Sensing, 2019 DOI:10.3390/rs11141639

[7]	Prediction of Estimates' Accuracy for Linear Regression with a Small Sample Size 2018 41st International Conference on Telecommunications and Signal Processing (TSP), 2018 DOI:10.1109/TSP.2018.8441385

[8]	Use of chronolithotherapy for better individual healthcare and welfare Journal of Systems Science and Systems Engineering, 2017 DOI:10.1007/s11518-017-5336-6

[9]	A novel approach in oversampling algorithm for imbalanced data sets in the context of ordinal classification 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 2016 DOI:10.1109/ICCIC.2016.7919694

	[email protected]
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Data Analysis and Information Processing

Journal of Data Analysis and Information Processing

Journals Menu

Guidelines & Policies

Home

About SCIRP

Service

Policies