Fan Yang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 41

Top Topics

Cluster Ensemble

Hierarchical Reinforcement Learning

Top Venues

Expert Syst. Appl.

IEEE Trans. Intell. Transp. Syst.

Publications

Kaibiao Lin, Jinpo Chen, Ruicong Chen, Fan Yang, Zhang Yang, Lin Min, Ping Lu
Adaptive Neighbor Graph Aggregated Graph Attention Network for Heterogeneous Graph Embedding. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Shenbao Yu, Yifeng Zeng, Yinghui Pan, Fan Yang
SNMCF: A Scalable Non-Negative Matrix Co-Factorization for Student Cognitive Modeling. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Han Li, Yitao Zhou, Ningyuan Zhao, Ying Wang, Yongxuan Lai, Feng Zeng, Fan Yang
ISMI-VAE: A deep learning model for classifying disease cells using gene expression and SNV data. Comput. Biol. Medicine 175 (2024)
Peiying Zeng, Liying Jiang, Yongxuan Lai, Fan Yang
Traffic Demand Prediction Based on Multi-dimensional Graph Convolutional Network. BigData (2023)
Linbo Liao, Yongxuan Lai, Fan Yang, Wenhua Zeng
Online computation offloading with double reinforcement learning algorithm in mobile edge computing. J. Parallel Distributed Comput. 171 (2023)
Fangyu Li, Hong Peng, Shenbao Yu, Fan Yang
Effective and Efficient Training for Sequential Recommendation Using Cumulative Cross-Entropy Loss. ICMLCA (2023)
Zhiqiang Lin, Fan Yang, Xuyang Wu, Jinsong Su, Xiaoyue Wang
A Feedback-Enhanced Two-Stage Framework for judicial machine reading comprehension. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Yongxuan Lai, Yifan Xu, Duojian Mai, Yi Fan, Fan Yang
Optimized Large-Scale Road Sensing Through Crowdsourced Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Yongxuan Lai, Shipeng Yang, Anshu Xiong, Fan Yang, Lei Li, Xiaofang Zhou
Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Le Zhang, Yongxuan Lai, Fan Yang
Hierarchical Reinforcement Learning-Based Mobility-Aware Content Caching and Delivery Policy for Vehicle Networks. ICA3PP (2022)
Han Li, Feng Zeng, Fan Yang
IGFClust: Clustering Unbalanced and Complex Single-Cell Expression Data by Iteration and Integrating Gini Index and Fano Factor. ICCSE (1) (2022)
Yuman Sang, Yifeng Zeng, Ruiying Liu, Fan Yang, Zhangrui Yao, Yinghui Pan
Exploiting Spatial Attention and Contextual Information for Document Image Segmentation. PAKDD (3) (2022)
Qianzhen Jing, Jing Yan, Lei Lu, Yifan Xu, Fan Yang
A Novel Method for Pattern Recognition of GIS Partial Discharge via Multi-Information Ensemble Learning. Entropy 24 (7) (2022)
Yongxuan Lai, Fan Yang, Ge Meng, Wei Lu
Data-Driven Flexible Vehicle Scheduling and Route Optimization. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Liying Jiang, Yongxuan Lai, Quan Chen, Wenhua Zeng, Fan Yang, Yi Fan
Shortest Path Distance Prediction Based on CatBoost. WISA (2021)
Ruiying Liu, Shenbao Yu, Fan Yang, Yinghui Pan, Yifeng Zeng
A Connected Components Based Layout Analysis Approach for Educational Documents. ICCSE (2021)
Xiaoshan Jiang, Kaibiao Lin, Yifeng Zeng, Fan Yang
. ICCSE (2021)
Songyao He, Han Li, Qing Guo, Fan Yang, Yongxuan Lai, Kaibiao Lin
Feature weighted dual random sampling cluster Ensemble. ICMLSC (2021)
Liying Jiang, Yongxuan Lai, Quan Chen, Wenhua Zeng, Fan Yang, Yi Fan, Qisheng Liao
Dynamic Transit Flow Graph Prediction in Spatial-Temporal Network. WISE (1) (2021)
Huibin Cao, Yongxuan Lai, Quan Chen, Fan Yang
A Semi-supervised Defect Detection Method Based on Image Inpainting. PRICAI (3) (2021)
Jianwei Chen, Yongxuan Lai, Yifeng Zeng, Fan Yang
Knowledge Distillation via Entropy Map for Scene Text Detection. ICCSE (2021)
Linbo Liao, Shipeng Yang, Yongxuan Lai, Wenhua Zeng, Fan Yang, Min Jiang
Efficient Estimation of Time-Dependent Shortest Paths Based on Shortcuts. ICA3PP (2) (2021)
Yongxuan Lai, Songyao He, Zhijie Lin, Fan Yang, Qifeng Zhou, Xiaofang Zhou
An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random $k$k-Means Ensemble. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Kaixin Zhang, Yongxuan Lai, Liying Jiang, Fan Yang
Bus Travel-Time Prediction Based on Deep Spatio-Temporal Model. WISE (1) (2020)
Yongxuan Lai, Shipeng Yang, Anshu Xiong, Fan Yang
Seamless Incorporation of Appointment-Based Requests on Taxi-Rider Match Scheduling. APWeb/WAIM (1) (2020)
Yongxuan Lai, Kaixin Zhang, Junqiang Lin, Fan Yang, Yi Fan
Taxi Demand Prediction with LSTM-Based Combination Model. ISPA/BDCloud/SocialCom/SustainCom (2019)
Fan Yang, Zhongping Yu, Yunfan Liang, Xiaolu Gan, Kaibiao Lin, Quan Zou, Yifeng Zeng
Grouped Correlational Generative Adversarial Networks for Discrete Electronic Health Records. BIBM (2019)
Yongxuan Lai, Hailin Lin, Fan Yang, Tian Wang
Efficient data request answering in vehicular Ad-hoc networks based on fog nodes and filters. Future Gener. Comput. Syst. 93 (2019)
Yongxuan Lai, Yifan Xu, Fan Yang, Wei Lu, Quan Yu
Privacy-aware query processing in vehicular ad-hoc networks. Ad Hoc Networks 91 (2019)
Yongxuan Lai, Lu Zhang, Fan Yang, Lv Zheng, Tian Wang, Kuan-Ching Li
CASQ: Adaptive and cloud-assisted query processing in vehicular sensor networks. Future Gener. Comput. Syst. 94 (2019)
Xin Liu, Xiao Liu, Yongxuan Lai, Fan Yang, Yifeng Zeng
Random Decision DAG: An Entropy Based Compression Approach for Random Forest. DASFAA (3) (2019)
Yongxuan Lai, Fan Yang, Jinsong Su, Qifeng Zhou, Tian Wang, Lu Zhang, Yifan Xu
Fog-Based Two-Phase Event Monitoring and Data Gathering in Vehicular Sensor Networks. Sensors 18 (1) (2018)
Yongxuan Lai, Hailin Lin, Xing Gao, Fan Yang, Shaoyi Yin
Request Answering in Vehicular Ad-Hoc Networks Based on Adaptive Filters. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Yongxuan Lai, Fan Yang, Lu Zhang, Ziyu Lin
Distributed Public Vehicle System Based on Fog Nodes and Vehicular Sensing. IEEE Access 6 (2018)
Fan Yang, Xiaolu Gan, Hua-zhen Wang, Lei Feng, Yongxuan Lai
-labelsets with Conformal Prediction for Multi-label Classification. COPA (2017)
Fan Yang, Peng Piao, Yongxuan Lai, Liu Pei
Margin based permutation variable importance: A stable importance measure for random forest. ISKE (2017)
Fan Yang, Tao Li, Qifeng Zhou, Han Xiao
Cluster ensemble selection with constraints. Neurocomputing 235 (2017)
Yongxuan Lai, Lu Zhang, Tian Wang, Fan Yang, Yifan Xu
Data Gathering Framework Based on Fog Computing Paradigm in VANETs. APWeb/WAIM Workshops (2017)
Zheng Lyu, Yongxuan Lai, Kuan-Ching Li, Fan Yang, Minghong Liao, Xing Gao
Taxi Route Recommendation Based on Urban Traffic Coulomb's Law. WISE (1) (2017)
Xin Liu, Qifeng Zhou, Fan Yang
Leaf node-level ensemble pruning approaches based on node-sample correlation for random forest. IECON (2017)
Fan Yang, Piao Peng, Qifeng Zhou
A preliminary study on class probability estimation for random forest using kernel density estimators. ICCSE (2016)
Qifeng Zhou, Hao Zhou, Qingqing Zhou, Fan Yang, Linkai Luo, Tao Li
Structural damage detection based on posteriori probability support vector machine and Dempster-Shafer evidence theory. Appl. Soft Comput. 36 (2015)
Qifeng Zhou, Hao Zhou, Yongpeng Ning, Fan Yang, Tao Li
Two approaches for novelty detection using random forest. Expert Syst. Appl. 42 (10) (2015)
Lei Li, Li Zheng, Fan Yang, Tao Li
Modeling and broadening temporal user interest in personalized news recommendation. Expert Syst. Appl. 41 (7) (2014)
Fan Yang, Xuan Li, Qianmu Li, Tao Li
Exploring the diversity in cluster ensemble generation: Random sampling and random projection. Expert Syst. Appl. 41 (10) (2014)
Guifang Shao, Fan Yang, Qian Zhang, Qifeng Zhou, Linkai Luo
Using the Maximum Between-Class Variance for Automatic Gridding of cDNA Microarray Images. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (1) (2013)
Fan Yang, Zhigang Chen, Guifang Shao, Hua-zhen Wang
Distance Metric Learning-Based Conformal Predictor. AIAI (2) (2012)
Qingqing Zhou, Qifeng Zhou, Yongpeng Ning, Fan Yang, Jiayan Lei, Run Tian, Minda Liu
A Comparison of Pattern Classification Approaches for Structural Damage Identification. J. Digit. Inf. Manag. 10 (2) (2012)
Fan Yang, Wei-hang Lu, Linkai Luo, Tao Li
Margin optimization based pruning for random forest. Neurocomputing 94 (2012)
Yifeng Zeng, Hua Mao, Fan Yang, Jian Luo
An Optimization Approach to Believable Behavior in Computer Games. ADMI (2012)
Linkai Luo, Ling-Jun Ye, Meixiang Luo, Dengfeng Huang, Hong Peng, Fan Yang
Methods of forward feature selection based on the aggregation of classifiers generated by single attribute. Comput. Biol. Medicine 41 (7) (2011)
Yanqing Peng, Jian Luo, Fan Yang
Study on control and optimization of soft capsule dropping pills based on intelligent method. ICCA (2010)
Qifeng Zhou, Wencai Hong, Linkai Luo, Fan Yang
Gene Selection Using Random Forest and Proximity Differences Criterion on DNA Microarray Data. J. Convergence Inf. Technol. 5 (6) (2010)
Linkai Luo, Dengfeng Huang, Hong Peng, Qifeng Zhou, Guifang Shao, Fan Yang
A New Parameter Selection Method for Support Vector Machine Based on the Decision Value. J. Convergence Inf. Technol. 5 (8) (2010)
Yanqing Peng, Jian Luo, Jinfa Zhuang, Fan Yang
Adaptive control based on Pattern Recognition and its applications in typical industrial processes. ISKE (2008)