Objects
Li, Yu, Gou, Jin, Fan, Zongwen. Institute of Electrical and Electronics Engineers (IEEE); 2019. Particle swarm optimization-based extreme gradient boosting for concrete strength prediction.
Chiong, Raymond, Fan, Zongwen, Hu, Zhongyi, Dhakal, Sandeep. Institute of Electrical and Electronics Engineers (IEEE); 2022. A Novel Ensemble Learning Approach for Stock Market Prediction Based on Sentiment Analysis and the Sliding Window Method.
Fan, Zongwen, Chiong, Raymond, Hu, Zhongyi, Keivanian, Farshid, Chiong, Fabian. Public Library of Science (PLoS); 2022. Body fat prediction through feature extraction based on anthropometric and laboratory measurements.
Li, Yu, Gou, Jin, Fan, Zongwen. The Institution of Engineering & Technology; 2019. Educational data mining for students' performance based on fuzzy C-means clustering.
Chiong, Raymond, Fan, Zongwen, Hu, Zhongyi, Chiong, Fabian. Elsevier; 2021. Using an improved relative error support vector machine for body fat prediction.
Fan, Zongwen, Chiong, Raymond. Springer; 2022. Identifying digital capabilities in university courses: An automated machine learning approach.
Sohail, Shaleeza, Fan, Zongwen, Gu, Xin, Sabrina, Fariza. Elsevier; 2022. Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes.
Fan, Zongwen, Chiong, Raymond, Hu, Zhongyi, Lin, Yuqing. Elsevier; 2020. A multi-layer fuzzy model based on fuzzy-rule clustering for prediction tasks.
Fan, Zongwen, Chiong, Raymond, Hu, Zhongyi, Lin, Yuqing. Institute of Electrical and Electronics Engineers (IEEE); 2017. Investigating the effects of varying cluster numbers on anomalies detected in mining machines.
Fan, Zongwen, Chiong, Raymond, Hu, Zhongyi, Lin, Yuqing. Elsevier; 2020. A fuzzy weighted relative error support vector machine for reverse prediction of concrete components.
Chiong, Raymond, Wang, Zuli, Fan, Zongwen, Dhakal, Sandeep. Elsevier; 2022. A Fuzzy-Based Ensemble Model for Improving Malicious Web Domain Identification.
Wang, Zuli, Chiong, Raymond, Fan, Zongwen. IOS PRESS; 2021. A fuzzy-weighted approach for malicious web domain identification.
Devnath, Liton, Fan, Zongwen, Luo, Suhuai, Summons, Peter, Wang, Dadong. MDPI AG; 2022. Detection and Visualisation of Pneumoconiosis Using an Ensemble of Multi-Dimensional Deep Features Learned from Chest X-rays.
Gu, Xin, Sabrina, Fariza, Fan, Zongwen, Sohail, Shaleeza. MDPI AG; 2023. A Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems.
Chiong, Raymong, Hu, Zhongyi, Fan, Zongwen, Lin, Yuqing, Chalup, Stephan, Desmet, Antoine. World Scientific; 2019. A bio-inspired clustering model for anomaly detection in the mining industry.
Fan, Zongwen, Chiong, Raymond, Chiong, Fabian. Springer; 2022. A fuzzy-weighted Gaussian kernel-based machine learning approach for body fat prediction.
Fan, Zongwen, Chiong, Raymond, Hu, Zhongyi, Dhakal, Sandeep, Lin, Yuqing. IOS Press; 2019. A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts.
Fan, Zongwen. A machine learning-based fuzzy framework for prediction problems. 2021.
Fan, Zongwen, Sohail, Shaleeza, Sabrina, Fariza, Gu, Xin. MDPI AG; 2024. Sampling-Based Machine Learning Models for Intrusion Detection in Imbalanced Dataset.