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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:

Model selection for primal SVM
G.E. Moore, Charles Bergeron, Kristin P. Bennett
Machine Learning (2011) Vol. 85, Iss. 1-2, pp. 175-208
Open Access | Times Cited: 42

Showing 1-25 of 42 citing articles:

Automated Machine Learning
Frank Hutter, Lars Kotthoff, Joaquin Vanschoren
˜The œSpringer series on challenges in machine learning (2019)
Closed Access | Times Cited: 1024
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: 240
A PSO and pattern search based memetic algorithm for SVMs parameters optimization
Yukun Bao, Zhongyi Hu, Tao Xiong
Neurocomputing (2013) Vol. 117, pp. 98-106
Open Access | Times Cited: 179
Design of the 2015 ChaLearn AutoML challenge
Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, et al.
2022 International Joint Conference on Neural Networks (IJCNN) (2015), pp. 1-8
Closed Access | Times Cited: 121
Analysis of the AutoML Challenge Series 2015–2018
Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, et al.
˜The œSpringer series on challenges in machine learning (2019), pp. 177-219
Closed Access | Times Cited: 113
Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm
Alaa Tharwat, Thomas Gabel
Neural Computing and Applications (2019) Vol. 32, Iss. 11, pp. 6925-6938
Closed Access | Times Cited: 107
Backtracking search optimization algorithm-based least square support vector machine and its applications
Zhongda Tian
Engineering Applications of Artificial Intelligence (2020) Vol. 94, pp. 103801-103801
Closed Access | Times Cited: 54
Separability and scatteredness (S&S) ratio-based efficient SVM regularization parameter, kernel, and kernel parameter selection
Mahdi Shamsi, Soosan Beheshti
Pattern Analysis and Applications (2025) Vol. 28, Iss. 1
Closed Access
A combined wavelet packet and Hilbert-Huang transform for defect detection and modelling of weld strength in friction stir welding process
Bipul Das, Sukhomay Pal, Swarup Bag
Journal of Manufacturing Processes (2016) Vol. 22, pp. 260-268
Closed Access | Times Cited: 54
An efficient model selection for linear discriminant function-based recursive feature elimination
Xiaojian Ding, Fan Yang, Fuming Ma
Journal of Biomedical Informatics (2022) Vol. 129, pp. 104070-104070
Open Access | Times Cited: 26
A Novel Feature Extraction Method Based on Legendre Multi-Wavelet Transform and Auto-Encoder for Steel Surface Defect Classification
Xiaoyang Zheng, Weishuo Liu, Yan Huang
IEEE Access (2024) Vol. 12, pp. 5092-5102
Open Access | Times Cited: 4
Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification
Lixia Yang, Shuyuan Yang, Sujing Li, et al.
Knowledge-Based Systems (2015) Vol. 79, pp. 80-89
Closed Access | Times Cited: 42
The Proximal Trajectory Algorithm in SVM Cross Validation
Annabella Astorino, Antonio Fuduli
IEEE Transactions on Neural Networks and Learning Systems (2015) Vol. 27, Iss. 5, pp. 966-977
Closed Access | Times Cited: 28
Pattern Analysis Framework With Graphical Indices for Condition-Based Monitoring
Nishchal K. Verma, Rahul K. Sevakula, Raghuveer Thirukovalluru
IEEE Transactions on Reliability (2017) Vol. 66, Iss. 4, pp. 1085-1100
Closed Access | Times Cited: 25
Kernel principal component analysis-based least squares support vector machine optimized by improved grey wolf optimization algorithm and application in dynamic liquid level forecasting of beam pump
Zhongda Tian
Transactions of the Institute of Measurement and Control (2019) Vol. 42, Iss. 6, pp. 1135-1150
Closed Access | Times Cited: 23
An EnKF-based scheme to optimize hyper-parameters and features for SVM classifier
Y. Ji, Yushu Chen, Haohuan Fu, et al.
Pattern Recognition (2016) Vol. 62, pp. 202-213
Closed Access | Times Cited: 21
Difference of convex algorithms for bilevel programs with applications in hyperparameter selection
Jane J. Ye, Xiaoming Yuan, Shangzhi Zeng, et al.
Mathematical Programming (2022) Vol. 198, Iss. 2, pp. 1583-1616
Closed Access | Times Cited: 11
An application of backtracking search optimization–based least squares support vector machine for prediction of short-term wind speed
Zhongda Tian, Yi Ren, Gang Wang
Wind Engineering (2019) Vol. 44, Iss. 3, pp. 266-281
Closed Access | Times Cited: 17
Unified smoothing approach for best hyperparameter selection problem using a bilevel optimization strategy
Jan Harold Alcantara, Chieu Thanh Nguyen, Takayuki Okuno, et al.
Mathematical Programming (2024)
Closed Access | Times Cited: 1
Semisupervised spherical separation
Annabella Astorino, Antonio Fuduli
Applied Mathematical Modelling (2015) Vol. 39, Iss. 20, pp. 6351-6358
Open Access | Times Cited: 13
A Bridge Between Hyperparameter Optimization and Larning-to-learn.
Luca Franceschi, Michele Donini, Paolo Frasconi, et al.
arXiv (Cornell University) (2017)
Closed Access | Times Cited: 9
Balanced Relative Margin Machine — The missing piece between FDA and SVM classification
Mario Michael Krell, David Feess, Sirko Straube
Pattern Recognition Letters (2013) Vol. 41, pp. 43-52
Closed Access | Times Cited: 8
Efficient Feature Scaling for Support Vector Machines with a Quadratic Kernel
Zhizheng Liang, Ning Liu
Neural Processing Letters (2013) Vol. 39, Iss. 3, pp. 235-246
Closed Access | Times Cited: 7
Meta-Heuristic Search Optimization and its application to Time Series Forecasting Model
Mergani A. Khairalla
Intelligent Systems with Applications (2022) Vol. 16, pp. 200142-200142
Open Access | Times Cited: 5
Robust spherical separation
Annabella Astorino, Immanuel M. Bomze, Antonio Fuduli, et al.
Optimization (2017) Vol. 66, Iss. 6, pp. 925-938
Closed Access | Times Cited: 7
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