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 26-50 of 242 citing articles:

An Overview of Adaptive-Surrogate-Model-Assisted Methods for Reliability-Based Design Optimization
Chunyan Ling, Way Kuo, Min Xie
IEEE Transactions on Reliability (2022) Vol. 72, Iss. 3, pp. 1243-1264
Closed Access | Times Cited: 34

Assessment of machine learning models and conventional correlations for predicting heat transfer coefficient of liquid hydrogen during flow boiling
Huan Yang, Jiarui Wang, Jian Wen, et al.
International Journal of Hydrogen Energy (2023) Vol. 49, pp. 753-770
Closed Access | Times Cited: 21

Optimization with constraint learning: A framework and survey
Adejuyigbe O. Fajemisin, Donato Maragno, Dick den Hertog
European Journal of Operational Research (2023) Vol. 314, Iss. 1, pp. 1-14
Open Access | Times Cited: 19

CFD-based deep neural networks (DNN) model for predicting the hydrodynamics of fluidized beds
Mahesh Nadda, Suresh Kumar Shah, Sangram Roy, et al.
Digital Chemical Engineering (2023) Vol. 8, pp. 100113-100113
Open Access | Times Cited: 16

Oscillator Simulation with Deep Neural Networks
Jamshaid Ul Rahman, Sana Danish, Dianchen Lu
Mathematics (2024) Vol. 12, Iss. 7, pp. 959-959
Open Access | Times Cited: 6

A peer-to-peer trading model to enhance resilience: A blockchain-based smart grids with machine learning analysis towards sustainable development goals
Russell Sadeghi, Saeid Sadeghi, Ashkan Memari, et al.
Journal of Cleaner Production (2024) Vol. 450, pp. 141880-141880
Closed Access | Times Cited: 6

GPR-TransUNet: An improved TransUNet based on self-attention mechanism for ground penetrating radar inversion
Ge Junkai, Sun Huaifeng, Wei Shao, et al.
Journal of Applied Geophysics (2024) Vol. 222, pp. 105333-105333
Closed Access | Times Cited: 5

A Digital Technology–Cultural Resource Strategy to Drive Innovation in Cultural Industries: A Dynamic Analysis Based on Machine Learning
Mingsheng Wang, Yong Huang
Technology in Society (2024) Vol. 77, pp. 102590-102590
Closed Access | Times Cited: 5

On enhancing the explainability and fairness of tree ensembles
Emilio Carrizosa, Kseniia Kurishchenko, Dolores Romero Morales
European Journal of Operational Research (2025)
Open Access

Optimal Risk Scores for Continuous Predictors
Cristina Molero-Río, Claudia D’Ambrosio
Lecture notes in computer science (2025), pp. 148-162
Closed Access

Efficient computation using spatial-photonic Ising machines with low-rank and circulant matrix constraints
Richard Zhipeng Wang, James Cummins, Marvin Syed, et al.
Communications Physics (2025) Vol. 8, Iss. 1
Open Access

Appositeness of Optimized and Reliable Machine Learning for Healthcare: A Survey
Subhasmita Swain, Bharat Bhushan, Gaurav Dhiman, et al.
Archives of Computational Methods in Engineering (2022) Vol. 29, Iss. 6, pp. 3981-4003
Open Access | Times Cited: 26

Machine learning assisted discovering of new M2X3-type thermoelectric materials
Du Chen, Feng Jiang, Liang Fang, et al.
Rare Metals (2022) Vol. 41, Iss. 5, pp. 1543-1553
Closed Access | Times Cited: 25

Prognostic Value of Machine Learning in Patients with Acute Myocardial Infarction
Changhu Xiao, Yuan Guo, Kaixuan Zhao, et al.
Journal of Cardiovascular Development and Disease (2022) Vol. 9, Iss. 2, pp. 56-56
Open Access | Times Cited: 22

Mix design optimization for fly ash-based geopolymer with mechanical, environmental, and economic objectives using soft computing technology
Wei Dong, Yimiao Huang, Aidi Cui, et al.
Journal of Building Engineering (2023) Vol. 72, pp. 106577-106577
Closed Access | Times Cited: 15

Review of technology advances to assess rice quality traits and consumer perception
Aimi Athirah Aznan, Claudia Gonzalez Viejo, Alexis Pang, et al.
Food Research International (2023) Vol. 172, pp. 113105-113105
Closed Access | Times Cited: 15

Novel hybrid success history intelligent optimizer with Gaussian transformation: application in CNN hyperparameter tuning
Hussam N. Fakhouri, Sadi Alawadi, Feras M. Awaysheh, et al.
Cluster Computing (2023) Vol. 27, Iss. 3, pp. 3717-3739
Closed Access | Times Cited: 12

Real-time decision support for human–machine interaction in digital railway control rooms
Léon Sobrie, Marijn Verschelde
Decision Support Systems (2024) Vol. 181, pp. 114216-114216
Closed Access | Times Cited: 4

A study on flame reconstruction in a supersonic combustor using deep learning
Wanqian Xu, Chih-Hsin Liang, Hongchao Qiu, et al.
Physics of Fluids (2025) Vol. 37, Iss. 1
Closed Access

Data-driven condition-based maintenance optimization given limited data
Yue Cai, Bram de Jonge, Ruud Teunter
European Journal of Operational Research (2025)
Open Access

A meta-analysis of supervised and unsupervised machine learning algorithms and their application to active portfolio management
Albert Ali Salah, Gatfaoui Hayette
Expert Systems with Applications (2025), pp. 126611-126611
Closed Access

Modeling the collective behavior of pedestrians with the spontaneous loose leader–follower structure in public spaces
Jie Xu, Dawei Xu, Jing Wu, et al.
Computer-Aided Civil and Infrastructure Engineering (2025)
Open Access

AI-Driven Design Optimization for Sustainable Buildings: A Systematic Review
Piragash Manmatharasan, Girma Bitsuamlak, Katarina Grolinger
Energy and Buildings (2025), pp. 115440-115440
Open Access

Leveraging machine learning and optimization models for enhanced seaport efficiency
Mahdi Jahangard, Ying Xie, Yuanjun Feng
Maritime Economics & Logistics (2025)
Open Access

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