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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:

Optimization problems for machine learning: A survey
Claudio Gambella, Bissan Ghaddar, Joe Naoum‐Sawaya
European Journal of Operational Research (2020) Vol. 290, Iss. 3, pp. 807-828
Open Access | Times Cited: 242

Showing 1-25 of 242 citing articles:

On hyperparameter optimization of machine learning algorithms: Theory and practice
Li Yang, Abdallah Shami
Neurocomputing (2020) Vol. 415, pp. 295-316
Open Access | Times Cited: 2085
Understanding of Machine Learning with Deep Learning: Architectures, Workflow, Applications and Future Directions
Mohammad Mustafa Taye
Computers (2023) Vol. 12, Iss. 5, pp. 91-91
Open Access | Times Cited: 429
Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art
Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Patrick Meyer, et al.
European Journal of Operational Research (2021) Vol. 296, Iss. 2, pp. 393-422
Open Access | Times Cited: 281
Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning
Benyamın Abdollahzadeh, Nima Khodadadi, Saeid Barshandeh, et al.
Cluster Computing (2024) Vol. 27, Iss. 4, pp. 5235-5283
Closed Access | Times Cited: 144
Mathematical optimization in classification and regression trees
Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales
Top (2021) Vol. 29, Iss. 1, pp. 5-33
Open Access | Times Cited: 104
Operational research and artificial intelligence methods in banking
Michael Doumpos, Constantin Zopounidis, Dimitrios Gounopoulos, et al.
European Journal of Operational Research (2022) Vol. 306, Iss. 1, pp. 1-16
Open Access | Times Cited: 92
Smart product platforming powered by AI and generative AI: Personalization for the circular economy
Pervaiz Akhtar, Arsalan Mujahid Ghouri, Aniqa Ashraf, et al.
International Journal of Production Economics (2024) Vol. 273, pp. 109283-109283
Open Access | Times Cited: 24
On the data-driven investigation of factors affecting the need for icebreaker assistance in ice-covered waters
Cong Liu, Ketki Kulkarni, Mikko Suominen, et al.
Cold Regions Science and Technology (2024) Vol. 221, pp. 104173-104173
Open Access | Times Cited: 15
Detection of Adulteration of Extra Virgin Olive Oil via Laser-Induced Breakdown Spectroscopy and Ultraviolet-Visible-Near-Infrared Absorption Spectroscopy: A Comparative Study
Eleni Nanou, Marios Bekogianni, Theodoros Stamatoukos, et al.
Foods (2025) Vol. 14, Iss. 2, pp. 321-321
Open Access | Times Cited: 2
Application of a composite parameter-driven TimeMixer model for Multi-Step prediction of NOx at the SCR Inlet of a 660 MW boiler
Yanpeng Chen, Haiping Xiao, C. X. Hong, et al.
Fuel (2025) Vol. 386, pp. 134060-134060
Closed Access | Times Cited: 1
Machine learning approaches for the prediction of thermal performance of multilayer insulation materials at low temperatures
Anas A. Rahman, Bo Wang, Jiahao Yu, et al.
Applied Thermal Engineering (2025) Vol. 264, pp. 125527-125527
Closed Access | Times Cited: 1
Machine learning-assisted development of gas separation membranes: A review
An Li, Jianchun Chu, Shaoxuan Huang, et al.
Carbon Capture Science & Technology (2025) Vol. 14, pp. 100374-100374
Closed Access | Times Cited: 1
Feed-forward neural networks as a mixed-integer program
Navid Aftabi, Nima Moradi, Fatemeh Mahroo
Engineering With Computers (2025)
Closed Access | Times Cited: 1
Hyperspectral imaging with multivariate analysis for detection of exterior flaws for quality evaluation of apples and pears
Tanjima Akter, Mohammad Akbar Faqeerzada, Ye-Na Kim, et al.
Postharvest Biology and Technology (2025) Vol. 223, pp. 113453-113453
Closed Access | Times Cited: 1
ABC-GSPBFT: PBFT with grouping score mechanism and optimized consensus process for flight operation data-sharing
Junjie Xu, Yali Zhao, Huayue Chen, et al.
Information Sciences (2022) Vol. 624, pp. 110-127
Closed Access | Times Cited: 64
A review of the role of heuristics in stochastic optimisation: from metaheuristics to learnheuristics
Ángel A. Juan, Peter Keenan, Rafael Martı́, et al.
Annals of Operations Research (2021) Vol. 320, Iss. 2, pp. 831-861
Closed Access | Times Cited: 56
Towards a better understanding of annotation tools for medical imaging: a survey
Manar Aljabri, Manal Alamir, Manal Alghamdi, et al.
Multimedia Tools and Applications (2022) Vol. 81, Iss. 18, pp. 25877-25911
Open Access | Times Cited: 55
Sustainable energies and machine learning: An organized review of recent applications and challenges
Pouya Ifaei, Morteza Nazari‐Heris, Amir Saman Tayerani Charmchi, et al.
Energy (2022) Vol. 266, pp. 126432-126432
Closed Access | Times Cited: 46
Effect of urban morphology on air pollution distribution in high-density urban blocks based on mobile monitoring and machine learning
Chenyu Huang, Tingting Hu, Yusen Duan, et al.
Building and Environment (2022) Vol. 219, pp. 109173-109173
Closed Access | Times Cited: 44
Optimizing Machine Learning Algorithms for Landslide Susceptibility Mapping along the Karakoram Highway, Gilgit Baltistan, Pakistan: A Comparative Study of Baseline, Bayesian, and Metaheuristic Hyperparameter Optimization Techniques
Farkhanda Abbas, Feng Zhang, Muhammad Ismail, et al.
Sensors (2023) Vol. 23, Iss. 15, pp. 6843-6843
Open Access | Times Cited: 26
Impact of artificial intelligence on customer engagement and advertising engagement: A review and future research agenda
Clara Suraña‐Sánchez, María Elena Aramendia-Muneta
International Journal of Consumer Studies (2024) Vol. 48, Iss. 2
Open Access | Times Cited: 12
A New Optimization Model for MLP Hyperparameter Tuning: Modeling and Resolution by Real-Coded Genetic Algorithm
Fatima Zahrae El-Hassani, Meryem Amri, Nour‐Eddine Joudar, et al.
Neural Processing Letters (2024) Vol. 56, Iss. 2
Open Access | Times Cited: 12
Mathematical optimization modelling for group counterfactual explanations
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
European Journal of Operational Research (2024) Vol. 319, Iss. 2, pp. 399-412
Open Access | Times Cited: 10
Machine learning prediction of bio-oil production from the pyrolysis of lignocellulosic biomass: Recent advances and future perspectives
Hyojin Lee, Il-Ho Choi, Kyung-Ran Hwang
Journal of Analytical and Applied Pyrolysis (2024) Vol. 179, pp. 106486-106486
Open Access | Times Cited: 9
Weight Optimization for missing data prediction of Landslide Susceptibility Mapping in Remote sensing Analysis
S Kanchana, R. Jayakarthik, V. Dineshbabu, et al.
Journal of Machine and Computing (2024), pp. 450-462
Open Access | Times Cited: 8
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