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OpenAlex Citation Counts

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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:

Big data preprocessing: methods and prospects
Salvador García, Sergio Ramírez‐Gallego, Julián Luengo, et al.
Big Data Analytics (2016) Vol. 1, Iss. 1
Open Access | Times Cited: 561

Showing 26-50 of 561 citing articles:

Comparison of text preprocessing methods
Christine P. Chai
Natural Language Engineering (2022) Vol. 29, Iss. 3, pp. 509-553
Closed Access | Times Cited: 59
A survey of outlier detection in high dimensional data streams
Imen Souiden, Mohamed Nazih Omri, Zaki Brahmi
Computer Science Review (2022) Vol. 44, pp. 100463-100463
Closed Access | Times Cited: 50
The impact of physicochemical features of carbon electrodes on the capacitive performance of supercapacitors: a machine learning approach
Sachit Mishra, Rajat Srivastava, Atta Muhammad, et al.
Scientific Reports (2023) Vol. 13, Iss. 1
Open Access | Times Cited: 27
Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification
Shilpa Gite, Shruti Patil, Deepak Dharrao, et al.
Big Data and Cognitive Computing (2023) Vol. 7, Iss. 1, pp. 45-45
Open Access | Times Cited: 22
Machine Learning and Deep Learning for Big Data Analysis
T. Pradhan, Prathamesh Nimkar, Kavita Jhajharia
Advances in business information systems and analytics book series (2024), pp. 209-240
Closed Access | Times Cited: 12
Enhancing Phishing Detection: A Novel Hybrid Deep Learning Framework for Cybercrime Forensics
Faisal S. Alsubaei, Abdulwahab Ali Almazroi, Nasir Ayub
IEEE Access (2024) Vol. 12, pp. 8373-8389
Open Access | Times Cited: 11
Machine learning for the advancement of membrane science and technology: A critical review
Gergő Ignácz, Lana Bader, Aron K. Beke, et al.
Journal of Membrane Science (2024) Vol. 713, pp. 123256-123256
Open Access | Times Cited: 10
Human‐in‐the‐loop machine learning for healthcare: Current progress and future opportunities in electronic health records
Han Yuan, Lican Kang, Yong Li, et al.
Medicine Advances (2024) Vol. 2, Iss. 3, pp. 318-322
Open Access | Times Cited: 9
On the Preprocessing of Physics-informed Neural Networks: How to Better Utilize Data in Fluid Mechanics
Shengfeng Xu, Yuanjun Dai, Chang Yan, et al.
Journal of Computational Physics (2025), pp. 113837-113837
Closed Access | Times Cited: 1
Enabling Next Generation Logistics and Planning for Smarter Societies
Sugimiyanto Suma, Rashid Mehmood, Nasser Albugami, et al.
Procedia Computer Science (2017) Vol. 109, pp. 1122-1127
Open Access | Times Cited: 79
A Survey of Data Semantization in Internet of Things
Feifei Shi, Qingjuan Li, Tao Zhu, et al.
Sensors (2018) Vol. 18, Iss. 1, pp. 313-313
Open Access | Times Cited: 79
A new multi-objective differential evolution approach for simultaneous clustering and feature selection
Emrah Hançer
Engineering Applications of Artificial Intelligence (2019) Vol. 87, pp. 103307-103307
Closed Access | Times Cited: 70
An Automated Machine Learning (AutoML) Method of Risk Prediction for Decision-Making of Autonomous Vehicles
Xiupeng Shi, Yiik Diew Wong, Chen Chai, et al.
IEEE Transactions on Intelligent Transportation Systems (2020) Vol. 22, Iss. 11, pp. 7145-7154
Closed Access | Times Cited: 67
Systematic literature review of preprocessing techniques for imbalanced data
Ebubeogu Amarachukwu Felix, Sai Peck Lee
IET Software (2019) Vol. 13, Iss. 6, pp. 479-496
Open Access | Times Cited: 65
Data-driven model for the identification of the rock type at a drilling bit
Nikita Klyuchnikov, Alexey Zaytsev, Arseniy Gruzdev, et al.
Journal of Petroleum Science and Engineering (2019) Vol. 178, pp. 506-516
Open Access | Times Cited: 64
An architectural framework for developing a recommendation system to enhance vendors’ capability in C2C social commerce
Supattana Sukrat, Borworn Papasratorn
Social Network Analysis and Mining (2018) Vol. 8, Iss. 1
Closed Access | Times Cited: 59
Toward consumer perception of cellphones sustainability: A social media analytics
Sanaz Amirmokhtar Radi, Sajjad Shokouhyar‎
Sustainable Production and Consumption (2020) Vol. 25, pp. 217-233
Closed Access | Times Cited: 58
IoT Ddos Attack Detection Using Machine Learning
Mahdi Hassan Aysa, Abdullahi Abdu İbrahim, Alaa Hamid Mohammed
2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) (2020), pp. 1-7
Closed Access | Times Cited: 53
Brain Asymmetry Detection and Machine Learning Classification for Diagnosis of Early Dementia
Nitsa Herzog, George D. Magoulas
Sensors (2021) Vol. 21, Iss. 3, pp. 778-778
Open Access | Times Cited: 53
Analysis of motorcycle accidents using association rule mining-based framework with parameter optimization and GIS technology
Feifeng Jiang, Richard K.K. Yuen, Eric Lee
Journal of Safety Research (2020) Vol. 75, pp. 292-309
Closed Access | Times Cited: 52
Data Harmonization for Heterogeneous Datasets: A Systematic Literature Review
Ganesh Kumar, Shuib Basri, Abdullahi Abubakar Imam, et al.
Applied Sciences (2021) Vol. 11, Iss. 17, pp. 8275-8275
Open Access | Times Cited: 48
Missing the missing values: The ugly duckling of fairness in machine learning
Fernando Martínez‐Plumed, Cèsar Ferri, David Nieves, et al.
International Journal of Intelligent Systems (2021) Vol. 36, Iss. 7, pp. 3217-3258
Open Access | Times Cited: 41
A comprehensive review on data preprocessing techniques in data analysis
Volkan Çetin, Oktay Yıldız
Pamukkale University Journal of Engineering Sciences (2022) Vol. 28, Iss. 2, pp. 299-312
Open Access | Times Cited: 31
Feature selection for online streaming high-dimensional data: A state-of-the-art review
Ezzatul Akmal Kamaru Zaman, Azlinah Mohamed, Azlin Ahmad
Applied Soft Computing (2022) Vol. 127, pp. 109355-109355
Closed Access | Times Cited: 28
A robust and clinically applicable deep learning model for early detection of Alzheimer's
Md Masud Rana, Md. Manowarul Islam, Md. Alamin Talukder, et al.
IET Image Processing (2023) Vol. 17, Iss. 14, pp. 3959-3975
Open Access | Times Cited: 21

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