Support Vector Machines

Capstone Papers

Top cited papers (250+ citations, 2018-2024) ranked by citation count.

#	Paper	Citations
1	A comprehensive survey on support vector machine classification: Applications, challenges and trends Jair Cervantes, Farid García‐Lamont, Lisbeth Rodríguez-Mazahua et al. Neurocomputing 2020	2,033
2	Artificial intelligence for fault diagnosis of rotating machinery: A review Ruonan Liu, Boyuan Yang, Enrico Zio et al. Mechanical Systems and Signal Processing 2018	1,964
3	Implementation of machine-learning classification in remote sensing: an applied review Aaron E. Maxwell, Timothy A. Warner, Fang Fang International Journal of Remote Sensing 2018	1,754
4	Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques Senthilkumar Mohan, Chandrasegar Thirumalai, Gautam Srivastava IEEE Access 2019	1,718
5	A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings Biao Wang, Yaguo Lei, Naipeng Li et al. IEEE Transactions on Reliability 2018	1,539
6	Applications of Support Vector Machine (SVM) Learning in Cancer Genomics Shujun Huang, Nianguang Cai, P. Pacheco et al. Cancer Genomics & Proteomics 2018	1,489
7	Support Vector Machines Mohammed J. Zaki, Wagner Meira Cambridge University Press eBooks 2020	1,479
8	Crop yield prediction using machine learning: A systematic literature review Thomas van Klompenburg, Ayalew Kassahun, Cagatay Catal Computers and Electronics in Agriculture 2020	1,453
9	Machine learning in medicine: a practical introduction Jenni A. M. Sidey-Gibbons, Chris Sidey‐Gibbons BMC Medical Research Methodology 2019	1,181
10	Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models Daniel W. Apley, Jingyu Zhu Journal of the Royal Statistical Society Series B (Statistical Methodology) 2020	1,142