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Zongwen Fan
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2020 – today
- 2024
- [j23]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: 103790 (2024) - [j22]Shaoyuan Weng, Zongwen Fan
A fast DBSCAN algorithm using a bi-directional HNSW index structure for big data. Int. J. Mach. Learn. Cybern. 15(8): 3471-3494 (2024) - [j21]Zongwen Fan
An Unbiased Fuzzy Weighted Relative Error Support Vector Machine for Reverse Prediction of Concrete Components. IEEE Trans. Artif. Intell. 5(9): 4574-4584 (2024) - [j20]Zongwen Fan
A Novel Fuzzy Feature Generation Approach for Happiness Prediction. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1595-1608 (2024) - [j19]Zongwen Fan
A Feature Importance-Based Multi-Layer CatBoost for Student Performance Prediction. IEEE Trans. Knowl. Data Eng. 36(11): 5495-5507 (2024) - [j18]Jie Lin, Zongwen Fan, Lipai Huang, Kaifeng Huang:
Depth-based adaptable image layer prediction using bidirectional depth semantic fusion. Vis. Comput. 40(10): 7045-7055 (2024) - [c6]Chuanze Lin, Jin Gou, Zongwen Fan, Yongxin Liao:
A Feature Fusion-Based ResNet Using the Pooling Pyramid for Age Estimation. IJCNN 2024: 1-8 - 2023
- [j17]Zongwen Fan
A hierarchy-based machine learning model for happiness prediction. Appl. Intell. 53(6): 7108-7117 (2023) - [j16]Wenjuan Feng, Jin Gou, Zongwen Fan, Xiang Chen:
An ensemble machine learning approach for classification tasks using feature generation. Connect. Sci. 35(1) (2023) - [j15]Zongwen Fan
Predicting secondary school student performance using a double particle swarm optimization-based categorical boosting model. Eng. Appl. Artif. Intell. 124: 106649 (2023) - [j14]Zongwen Fan, Raymond Chiong
Identifying digital capabilities in university courses: An automated machine learning approach. Educ. Inf. Technol. 28(4): 3937-3952 (2023) - [j13]Zongwen Fan
Predicting body fat using a novel fuzzy-weighted approach optimized by the whale optimization algorithm. Expert Syst. Appl. 217: 119558 (2023) - [j12]Raymond Chiong
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): 2613-2623 (2023) - [j11]Wang-Kai Lin
Point-Based Learnable Query Generator for Human-Object Interaction Detection. IEEE Trans. Image Process. 32: 6469-6484 (2023) - [c5]Yating Li
Prediction of Cancer Drug Sensitivity Based on GBDT-RF Algorithm. ICANN (4) 2023: 139-152 - [c4]Yige Zhang, Zongwen Fan, Jin Gou:
A reinforcement learning-based weight fusion algorithm for house price prediction. ICTAI 2023: 675-679 - [i3]Farshid Keivanian
A fuzzy adaptive evolutionary-based feature selection and machine learning framework for single and multi-objective body fat prediction. CoRR abs/2303.11949 (2023) - 2022
- [j10]Zongwen Fan, Raymond Chiong
A fuzzy-weighted Gaussian kernel-based machine learning approach for body fat prediction. Appl. Intell. 52(3): 2359-2368 (2022) - [j9]Raymond Chiong
A fuzzy-based ensemble model for improving malicious web domain identification. Expert Syst. Appl. 204: 117243 (2022) - [j8]Weinan Li, Jin Gou, Zongwen Fan:
Session-based recommendation with temporal convolutional network to balance numerical gaps. Neurocomputing 493: 166-175 (2022) - [j7]Shaleeza Sohail
Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes. Intell. Syst. Appl. 16: 200152 (2022) - [c3]Mingzhe Li, Hongbo Zhang, Qing Lei, Zongwen Fan, Jinghua Liu, Ji-Xiang Du:
Pairwise Contrastive Learning Network for Action Quality Assessment. ECCV (4) 2022: 457-473 - [i2]Shaleeza Sohail
Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes. CoRR abs/2205.08043 (2022) - [i1]Huong Ha, Zongwen Fan, Hongyu Zhang:
Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks. CoRR abs/2212.13359 (2022) - 2021
- [j6]Raymond Chiong
Using an improved relative error support vector machine for body fat prediction. Comput. Methods Programs Biomed. 198: 105749 (2021) - [j5]Zuli Wang, Raymond Chiong
A fuzzy-weighted approach for malicious web domain identification. J. Intell. Fuzzy Syst. 41(2): 2551-2559 (2021) - [c2]Shaoyuan Weng, Jin Gou, Zongwen Fan:
h-DBSCAN: A simple fast DBSCAN algorithm for big data. ACML 2021: 81-96 - 2020
- [j4]Zongwen Fan, Raymond Chiong
A multi-layer fuzzy model based on fuzzy-rule clustering for prediction tasks. Neurocomputing 410: 114-124 (2020)
2010 – 2019
- 2019
- [j3]Zongwen Fan, Raymond Chiong
A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts. J. Intell. Fuzzy Syst. 36(6): 6219-6229 (2019) - 2018
- [c1]Raymond Chiong
A sentiment analysis-based machine learning approach for financial market prediction via news disclosures. GECCO (Companion) 2018: 278-279 - 2017
- [j2]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): 1603-1611 (2017) - 2016
- [j1]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): 2839-2850 (2016)
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