Capstone Papers

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

# Paper Citations
1
Ensemble learning: A survey
Omer Sagi, Lior Rokach Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery 2018
2,796
2
The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019
Jie Yang, Xin Huang Earth system science data 2021
2,592
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
Ensemble deep learning: A review
M. A. Ganaie, Minghui Hu, A. K. Malik et al. Engineering Applications of Artificial Intelligence 2022
1,751
5
A survey on ensemble learning
Dong Xibin, Zhiwen Yu, Wenming Cao et al. Frontiers of Computer Science 2019
1,732
6
Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques
Senthilkumar Mohan, Chandrasegar Thirumalai, Gautam Srivastava IEEE Access 2019
1,718
7
Classification Based on Decision Tree Algorithm for Machine Learning
Bahzad Charbuty, Adnan Mohsin Abdulazeez Journal of Applied Science and Technology Trends 2021
1,629
8
A comparison of random forest variable selection methods for classification prediction modeling
Jaime L. Speiser, Michael E. Miller, Janet A. Tooze et al. Expert Systems with Applications 2019
1,378
9
Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization
Jia Wu, Xiu Yun Chen, Hao Zhang et al. DOAJ (DOAJ: Directory of Open Access Journals) 2019
1,350
10
CatBoost for big data: an interdisciplinary review
John Hancock, Taghi M. Khoshgoftaar Journal Of Big Data 2020
1,335