Zongwen Fan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Feature Generation

Machine Learning

Fusion Algorithm

Top Venues

J. Intell. Fuzzy Syst.

Expert Syst. Appl.

Publications

Shaoyuan Weng, Zongwen Fan, Jin Gou
A fast DBSCAN algorithm using a bi-directional HNSW index structure for big data. Int. J. Mach. Learn. Cybern. 15 (8) (2024)
Yongqing Huang, Jin Gou, Zongwen Fan, Yongxin Liao, Yanmin Zhuang
A multi-label network attack detection approach based on two-stage model fusion. J. Inf. Secur. Appl. 83 (2024)
Zongwen Fan, Jin Gou, Shaoyuan Weng
A Novel Fuzzy Feature Generation Approach for Happiness Prediction. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Wenjuan Feng, Jin Gou, Zongwen Fan, Xiang Chen
An ensemble machine learning approach for classification tasks using feature generation. Connect. Sci. 35 (1) (2023)
Raymond Chiong, Zongwen Fan, Zhongyi Hu, Sandeep Dhakal
A Novel Ensemble Learning Approach for Stock Market Prediction Based on Sentiment Analysis and the Sliding Window Method. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Zongwen Fan, Raymond Chiong
Identifying digital capabilities in university courses: An automated machine learning approach. Educ. Inf. Technol. 28 (4) (2023)
Farshid Keivanian, Raymond Chiong, Zongwen Fan
A fuzzy adaptive evolutionary-based feature selection and machine learning framework for single and multi-objective body fat prediction. CoRR (2023)
Zongwen Fan, Jin Gou
Predicting body fat using a novel fuzzy-weighted approach optimized by the whale optimization algorithm. Expert Syst. Appl. 217 (2023)
Yige Zhang, Zongwen Fan, Jin Gou
A reinforcement learning-based weight fusion algorithm for house price prediction. ICTAI (2023)
Wang-Kai Lin, Hongbo Zhang, Zongwen Fan, Jinghua Liu, Lijie Yang, Qing Lei, Jixiang Du
Point-Based Learnable Query Generator for Human-Object Interaction Detection. IEEE Trans. Image Process. 32 (2023)
Zongwen Fan, Jin Gou, Cheng Wang
Predicting secondary school student performance using a double particle swarm optimization-based categorical boosting model. Eng. Appl. Artif. Intell. 124 (2023)
Zongwen Fan, Fenlin Wu, Yaxuan Tang
A hierarchy-based machine learning model for happiness prediction. Appl. Intell. 53 (6) (2023)
Zongwen Fan, Raymond Chiong, Fabian Chiong
A fuzzy-weighted Gaussian kernel-based machine learning approach for body fat prediction. Appl. Intell. 52 (3) (2022)
Raymond Chiong, Zuli Wang, Zongwen Fan, Sandeep Dhakal
A fuzzy-based ensemble model for improving malicious web domain identification. Expert Syst. Appl. 204 (2022)
Weinan Li, Jin Gou, Zongwen Fan
Session-based recommendation with temporal convolutional network to balance numerical gaps. Neurocomputing 493 (2022)
Mingzhe Li, Hong-Bo Zhang, Qing Lei, Zongwen Fan, Jinghua Liu, Ji-Xiang Du
Pairwise Contrastive Learning Network for Action Quality Assessment. ECCV (4) (2022)
Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina
Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes. CoRR (2022)
Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina
Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes. Intell. Syst. Appl. 16 (2022)
Huong Ha, Zongwen Fan, Hongyu Zhang
Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks. CoRR (2022)
Raymond Chiong, Zongwen Fan, Zhongyi Hu, Fabian Chiong
Using an improved relative error support vector machine for body fat prediction. Comput. Methods Programs Biomed. 198 (2021)
Zuli Wang, Raymond Chiong, Zongwen Fan
A fuzzy-weighted approach for malicious web domain identification. J. Intell. Fuzzy Syst. 41 (2) (2021)
Shaoyuan Weng, Jin Gou, Zongwen Fan
h-DBSCAN: A simple fast DBSCAN algorithm for big data. ACML (2021)
Zongwen Fan, Raymond Chiong, Zhongyi Hu, Yuqing Lin
A multi-layer fuzzy model based on fuzzy-rule clustering for prediction tasks. Neurocomputing 410 (2020)
Zongwen Fan, Raymond Chiong, Zhongyi Hu, Sandeep Dhakal, Yuqing Lin
A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts. J. Intell. Fuzzy Syst. 36 (6) (2019)
Raymond Chiong, Zongwen Fan, Zhongyi Hu, Marc T. P. Adam, Bernhard Lutz, Dirk Neumann
A sentiment analysis-based machine learning approach for financial market prediction via news disclosures. GECCO (Companion) (2018)
Zongwen Fan, Jin Gou, Cheng Wang, Wei Luo
Fuzzy model identification based on fuzzy-rule clustering and its application for airfoil noise prediction. J. Intell. Fuzzy Syst. 33 (3) (2017)
Jin Gou, Zongwen Fan, Cheng Wang, Wei Luo, Haixiao Chi
An improved Wang-Mendel method based on the FSFDP clustering algorithm and sample correlation. J. Intell. Fuzzy Syst. 31 (6) (2016)