
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
Imbalance class problems in data mining: a review
Haseeb Ali, Mohd Najib Mohd Salleh, Rd. Rohmat Saedudin, et al.
Indonesian Journal of Electrical Engineering and Computer Science (2019) Vol. 14, Iss. 3, pp. 1552-1552
Open Access | Times Cited: 115
Haseeb Ali, Mohd Najib Mohd Salleh, Rd. Rohmat Saedudin, et al.
Indonesian Journal of Electrical Engineering and Computer Science (2019) Vol. 14, Iss. 3, pp. 1552-1552
Open Access | Times Cited: 115
Showing 1-25 of 115 citing articles:
Early Prediction of Diabetes Using an Ensemble of Machine Learning Models
Aishwariya Dutta, Md. Kamrul Hasan, Mohiuddin Ahmad, et al.
International Journal of Environmental Research and Public Health (2022) Vol. 19, Iss. 19, pp. 12378-12378
Open Access | Times Cited: 74
Aishwariya Dutta, Md. Kamrul Hasan, Mohiuddin Ahmad, et al.
International Journal of Environmental Research and Public Health (2022) Vol. 19, Iss. 19, pp. 12378-12378
Open Access | Times Cited: 74
Predicting Student Dropout and Academic Success
Valentim Realinho, Jorge Machado, Luís Baptista, et al.
Data (2022) Vol. 7, Iss. 11, pp. 146-146
Open Access | Times Cited: 45
Valentim Realinho, Jorge Machado, Luís Baptista, et al.
Data (2022) Vol. 7, Iss. 11, pp. 146-146
Open Access | Times Cited: 45
Solving the class imbalance problem using ensemble algorithm: application of screening for aortic dissection
Lijue Liu, Xiaoyu Wu, Shihao Li, et al.
BMC Medical Informatics and Decision Making (2022) Vol. 22, Iss. 1
Open Access | Times Cited: 41
Lijue Liu, Xiaoyu Wu, Shihao Li, et al.
BMC Medical Informatics and Decision Making (2022) Vol. 22, Iss. 1
Open Access | Times Cited: 41
Data Balancing Techniques for Predicting Student Dropout Using Machine Learning
Neema Mduma
Data (2023) Vol. 8, Iss. 3, pp. 49-49
Open Access | Times Cited: 22
Neema Mduma
Data (2023) Vol. 8, Iss. 3, pp. 49-49
Open Access | Times Cited: 22
An efficient fraud detection framework with credit card imbalanced data in financial services
Aya Abd El-Naby, Ezz El‐Din Hemdan, Ayman El‐Sayed
Multimedia Tools and Applications (2022) Vol. 82, Iss. 3, pp. 4139-4160
Closed Access | Times Cited: 33
Aya Abd El-Naby, Ezz El‐Din Hemdan, Ayman El‐Sayed
Multimedia Tools and Applications (2022) Vol. 82, Iss. 3, pp. 4139-4160
Closed Access | Times Cited: 33
Hospital mortality prediction in traumatic injuries patients: comparing different SMOTE-based machine learning algorithms
Roghayyeh Hassanzadeh, Maryam Farhadian, Hassan Rafieemehr
BMC Medical Research Methodology (2023) Vol. 23, Iss. 1
Open Access | Times Cited: 20
Roghayyeh Hassanzadeh, Maryam Farhadian, Hassan Rafieemehr
BMC Medical Research Methodology (2023) Vol. 23, Iss. 1
Open Access | Times Cited: 20
A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?
Wenbin Pei, Bing Xue, Mengjie Zhang, et al.
IEEE Transactions on Evolutionary Computation (2023) Vol. 28, Iss. 2, pp. 353-373
Closed Access | Times Cited: 18
Wenbin Pei, Bing Xue, Mengjie Zhang, et al.
IEEE Transactions on Evolutionary Computation (2023) Vol. 28, Iss. 2, pp. 353-373
Closed Access | Times Cited: 18
Ensemble Based Filter Feature Selection with Harmonize Particle Swarm Optimization and Support Vector Machine for Optimal Cancer Classification
Tengku Mazlin Tengku Ab Hamid, Roselina Sallehuddin, Zuriahati Mohd Yunos, et al.
Machine Learning with Applications (2021) Vol. 5, pp. 100054-100054
Open Access | Times Cited: 33
Tengku Mazlin Tengku Ab Hamid, Roselina Sallehuddin, Zuriahati Mohd Yunos, et al.
Machine Learning with Applications (2021) Vol. 5, pp. 100054-100054
Open Access | Times Cited: 33
Estimating Gridded Monthly Baseflow From 1981 to 2020 for the Contiguous US Using Long Short‐Term Memory (LSTM) Networks
Jiaxin Xie, Xiaomang Liu, Wei Tian, et al.
Water Resources Research (2022) Vol. 58, Iss. 8
Closed Access | Times Cited: 23
Jiaxin Xie, Xiaomang Liu, Wei Tian, et al.
Water Resources Research (2022) Vol. 58, Iss. 8
Closed Access | Times Cited: 23
Systematic review of class imbalance problems in manufacturing
Andrea de Giorgio, Gabriele Cola, Lihui Wang
Journal of Manufacturing Systems (2023) Vol. 71, pp. 620-644
Closed Access | Times Cited: 15
Andrea de Giorgio, Gabriele Cola, Lihui Wang
Journal of Manufacturing Systems (2023) Vol. 71, pp. 620-644
Closed Access | Times Cited: 15
A Smart Framework for Managing Natural Disasters Based on the IoT and ML
Fares Hamad Aljohani, Adnan Ahmed Abi Sen, Muhammad Sher Ramazan, et al.
Applied Sciences (2023) Vol. 13, Iss. 6, pp. 3888-3888
Open Access | Times Cited: 12
Fares Hamad Aljohani, Adnan Ahmed Abi Sen, Muhammad Sher Ramazan, et al.
Applied Sciences (2023) Vol. 13, Iss. 6, pp. 3888-3888
Open Access | Times Cited: 12
Horse Surgery and Survival Prediction with Artificial Intelligence Models: Performance Comparison of Original, Imputed, Balanced, and Feature-Selected Datasets
Pınar Cihan
Kafkas Universitesi Veteriner Fakultesi Dergisi (2024)
Open Access | Times Cited: 4
Pınar Cihan
Kafkas Universitesi Veteriner Fakultesi Dergisi (2024)
Open Access | Times Cited: 4
Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective
Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, et al.
Neural Networks (2025) Vol. 185, pp. 107125-107125
Open Access
Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, et al.
Neural Networks (2025) Vol. 185, pp. 107125-107125
Open Access
Balancing method for landslide monitoring samples and construction of an early warning system
Dunlong Liu, Zhaoyang Xie, Dan Tang, et al.
Natural Hazards (2025)
Open Access
Dunlong Liu, Zhaoyang Xie, Dan Tang, et al.
Natural Hazards (2025)
Open Access
Predicting NSSI behavior of Chinese secondary vocational school students with different machine learning methods: Dealing with categorical data imbalance with a resampling technique
J Wang, Anliang Wang, Mengdi Xu, et al.
Current Psychology (2025)
Closed Access
J Wang, Anliang Wang, Mengdi Xu, et al.
Current Psychology (2025)
Closed Access
Gaze Data Imbalance: An Overlooked Challenge in Appearance-Based Gaze Estimation
Jan Glinko
(2025)
Closed Access
Jan Glinko
(2025)
Closed Access
Detection of Hepatocellular Carcinoma Using Machine Learning and Small Set of Clinical Features
Olive Simick Lepcha, Ranjit Panigrahi, Moumita Pramanik, et al.
Studies in computational intelligence (2025), pp. 227-252
Closed Access
Olive Simick Lepcha, Ranjit Panigrahi, Moumita Pramanik, et al.
Studies in computational intelligence (2025), pp. 227-252
Closed Access
The three-level vote ensemble model to classify imbalanced data
Shaymaa Ahmed Razoqi, Ghayda Al-Talib
AIP conference proceedings (2025) Vol. 3264, pp. 040003-040003
Closed Access
Shaymaa Ahmed Razoqi, Ghayda Al-Talib
AIP conference proceedings (2025) Vol. 3264, pp. 040003-040003
Closed Access
Improving Imbalanced Dataset Classification Using Oversampling and Gradient Boosting
Nurheri Cahyana, Siti Khomsah, Agus Sasmito Aribowo
(2019), pp. 217-222
Closed Access | Times Cited: 39
Nurheri Cahyana, Siti Khomsah, Agus Sasmito Aribowo
(2019), pp. 217-222
Closed Access | Times Cited: 39
Machine learning approach for flood risks prediction
Nazim Razali, Shuhaida Ismail, Aida Mustapha
IAES International Journal of Artificial Intelligence (2020) Vol. 9, Iss. 1, pp. 73-73
Open Access | Times Cited: 34
Nazim Razali, Shuhaida Ismail, Aida Mustapha
IAES International Journal of Artificial Intelligence (2020) Vol. 9, Iss. 1, pp. 73-73
Open Access | Times Cited: 34
Deception detection on social media: A source-based perspective
Khubaib Ahmed Qureshi, Rauf Ahmed Shams Malick, Muhammad Sabih, et al.
Knowledge-Based Systems (2022) Vol. 256, pp. 109649-109649
Closed Access | Times Cited: 21
Khubaib Ahmed Qureshi, Rauf Ahmed Shams Malick, Muhammad Sabih, et al.
Knowledge-Based Systems (2022) Vol. 256, pp. 109649-109649
Closed Access | Times Cited: 21
A novel approach to tool condition monitoring based on multi-sensor data fusion imaging and an attention mechanism
Yunfei Zeng, Riliang Liu, Xinfeng Liu
Measurement Science and Technology (2021) Vol. 32, Iss. 5, pp. 055601-055601
Closed Access | Times Cited: 24
Yunfei Zeng, Riliang Liu, Xinfeng Liu
Measurement Science and Technology (2021) Vol. 32, Iss. 5, pp. 055601-055601
Closed Access | Times Cited: 24
Evaluating the Forest Ecosystem through a Semi-Autonomous Quadruped Robot and a Hexacopter UAV
Moad Idrissi, Ambreen Hussain, Bidushi Barua, et al.
Sensors (2022) Vol. 22, Iss. 15, pp. 5497-5497
Open Access | Times Cited: 18
Moad Idrissi, Ambreen Hussain, Bidushi Barua, et al.
Sensors (2022) Vol. 22, Iss. 15, pp. 5497-5497
Open Access | Times Cited: 18
COVID-19 mortality risk assessments for individuals with and without diabetes mellitus: Machine learning models integrated with interpretation framework
Heydar Khadem, Hoda Nemat, Mohammad R. Eissa, et al.
Computers in Biology and Medicine (2022) Vol. 144, pp. 105361-105361
Open Access | Times Cited: 17
Heydar Khadem, Hoda Nemat, Mohammad R. Eissa, et al.
Computers in Biology and Medicine (2022) Vol. 144, pp. 105361-105361
Open Access | Times Cited: 17
The Effect of Class Imbalance Handling on Datasets Toward Classification Algorithm Performance
Cherfly Kaope, Yoga Pristyanto
Matrik Jurnal Manajemen Teknik Informatika dan Rekayasa Komputer (2023) Vol. 22, Iss. 2, pp. 227-238
Open Access | Times Cited: 9
Cherfly Kaope, Yoga Pristyanto
Matrik Jurnal Manajemen Teknik Informatika dan Rekayasa Komputer (2023) Vol. 22, Iss. 2, pp. 227-238
Open Access | Times Cited: 9