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2020 – today
- 2025
[j41]Ming Zheng, Fei Wang, Xiaowen Hu, Liangchen Hu, Qingying Yu, Xiaoyao Zheng:
UFIDSF: An undersampling approach based on feature importance and double side filter for imbalanced data classification. Future Gener. Comput. Syst. 167: 107750 (2025)- [j40]Ming Zheng, Xiaowen Hu, Ying Hu, Xiaoyao Zheng, Yonglong Luo:
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection. IEEE Trans. Inf. Forensics Secur. 20: 1262-1277 (2025) - 2024
- [j39]Xiaoyao Zheng
, Hao You, He Huang, Liping Sun, Qingying Yu, Yonglong Luo:
Two-stage greedy algorithm based on crowd sensing for tour route recommendation. Appl. Soft Comput. 153: 111260 (2024) - [j38]Chuanming Chen, Dongsheng Xu, Qi Jin, Wenkai Wang, Liping Sun, Xiaoyao Zheng, Qingying Yu:
Trajectory outlier detection method based on group division. Intell. Data Anal. 28(2): 415-432 (2024) - [j37]Zhonghao Lu, Yonglong Luo, Lina Xu, Ying Hu, Xiaoyao Zheng, Liping Sun:
Channel spatio-temporal convolutional network for pedestrian trajectory prediction. Int. J. Mach. Learn. Cybern. 15(11): 5395-5413 (2024) - [j36]Xiaoyao Zheng, Manping Guan, Xianmin Jia, Liping Sun, Yonglong Luo:
Federated Matrix Factorization Recommendation Based on Secret Sharing for Privacy Preserving. IEEE Trans. Comput. Soc. Syst. 11(3): 3525-3535 (2024) - [j35]Liangmin Guo, Tingting Liu, Shiming Zhou, Haiyue Tang, Xiaoyao Zheng, Yonglong Luo:
Knowledge Graph-Based Personalized Multitask Enhanced Recommendation. IEEE Trans. Comput. Soc. Syst. 11(6): 7685-7697 (2024) - [j34]Xiaoyao Zheng, Xingwang Li, Zhenghua Chen, Liping Sun, Qingying Yu, Liangmin Guo, Yonglong Luo:
Enhanced Self-Attention Mechanism for Long and Short Term Sequential Recommendation Models. IEEE Trans. Emerg. Top. Comput. Intell. 8(3): 2457-2466 (2024) - [j33]Xiaoyao Zheng, Zhen Ni, Xiangnan Zhong, Yonglong Luo:
Kernelized Deep Learning for Matrix Factorization Recommendation System Using Explicit and Implicit Information. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1205-1216 (2024) - [j32]Xiaoyao Zheng, Xingwang Li, Shengfei Jiang, Zhenghua Chen, Liping Sun, Qingying Yu, Liangmin Guo, Yonglong Luo:
Lighter Sequential Recommendation Algorithm With Time Interval Awareness Augmentation. IEEE Trans. Serv. Comput. 17(6): 3857-3868 (2024) - 2023
- [j31]Liangmin Guo, Kaixuan Luan, Li Sun, Yonglong Luo, Xiaoyao Zheng:
Collaborative filtering recommendations based on multi-factor random walks. Eng. Appl. Artif. Intell. 123(Part B): 106409 (2023) - [j30]Liangmin Guo, Li Sun, Rong Jiang, Yonglong Luo, Xiaoyao Zheng:
Recommendation based on attributes and social relationships. Expert Syst. Appl. 234: 121027 (2023) - [j29]Xiaoyao Zheng, Baoting Han, Zhen Ni:
Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering. IEEE CAA J. Autom. Sinica 10(2): 486-500 (2023) - [j28]Baoting Han, Xiaoyao Zheng, Manping Guan, Liping Sun, Yue Zhang:
Personalized Route Recommendation with Hybrid Tabu Search Algorithm Based on Crowdsensing. Int. J. Intell. Syst. 2023: 1-15 (2023) - [j27]Zhiyun Xu, Zhaoyan Hu, Xiaoyao Zheng, Haiyan Zhang, Yonglong Luo:
A matrix factorization recommendation model for tourism points of interest based on interest shift and differential privacy. J. Intell. Fuzzy Syst. 44(1): 713-727 (2023) - [j26]Liping Sun, Xiaoyu Duan, Kai Zhang, Pingan Xu, Xiaoyao Zheng, Qingying Yu, Yonglong Luo:
Improved path planning algorithm for mobile robots. Soft Comput. 27(20): 15057-15073 (2023) - [j25]Xiaoyao Zheng, Manping Guan, Xianmin Jia, Liangmin Guo, Yonglong Luo:
A Matrix Factorization Recommendation System-Based Local Differential Privacy for Protecting Users' Sensitive Data. IEEE Trans. Comput. Soc. Syst. 10(3): 1189-1198 (2023) - 2022
- [j24]Liangmin Guo, Ying Zhu, Hao Yang, Yonglong Luo, Liping Sun, Xiaoyao Zheng:
A k-nearest neighbor query method based on trust and location privacy protection. Concurr. Comput. Pract. Exp. 34(16) (2022) - [j23]Qingying Yu, Fan Hu, Chuanming Chen, Liping Sun, Xiaoyao Zheng:
Low-Frequency Trajectory Map Matching Method Based on Vehicle Heading Segmentation. ISPRS Int. J. Geo Inf. 11(7): 355 (2022) - 2021
- [j22]Liangmin Guo, Hao Yang, Kaixuan Luan, Yonglong Luo, Liping Sun, Xiaoyao Zheng:
A trust management model based on mutual trust and a reward-with-punishment mechanism for cloud environments. Concurr. Comput. Pract. Exp. 33(16) (2021) - [j21]Qingying Yu, Chuanming Chen, Liping Sun, Xiaoyao Zheng:
Urban Hotspot Area Detection Using Nearest-Neighborhood-Related Quality Clustering on Taxi Trajectory Data. ISPRS Int. J. Geo Inf. 10(7): 473 (2021) - [j20]Liping Sun, Shang Ci, Xiaoqing Liu, Liangmin Guo, Xiaoyao Zheng, Yonglong Luo:
Secure grid-based density peaks clustering on hybrid cloud for industrial IoT. Int. J. Netw. Manag. 31(2) (2021) - [j19]Ming Zheng, Tong Li, Xiaoyao Zheng, Qingying Yu, Chuanming Chen, Ding Zhou, Changlong Lv, Weiyi Yang:
UFFDFR: Undersampling framework with denoising, fuzzy c-means clustering, and representative sample selection for imbalanced data classification. Inf. Sci. 576: 658-680 (2021) - [j18]Haiyan Zhang, Yonglong Luo, Qingying Yu, Xiaoyao Zheng, Xuejing Li:
Map-matching approach based on link factor and hidden Markov model. J. Intell. Fuzzy Syst. 40(3): 5455-5471 (2021) - [j17]Liping Sun, Xiaoqing Liu, Yuanjun Liu, Tao Wang, Liangmin Guo, Xiaoyao Zheng, Yonglong Luo:
A novel deep recommend model based on rating matrix and item attributes. J. Intell. Inf. Syst. 57(2): 295-319 (2021) - [j16]Liangmin Guo, Kaixuan Luan, Xiaoyao Zheng, Jing Qian:
A Service Recommendation Method Based on Requirements for the Cloud Environment. J. Control. Sci. Eng. 2021: 6669798:1-6669798:11 (2021) - [j15]Zhiyun Xu, Xiaoyao Zheng, Haiyan Zhang, Yonglong Luo:
A Novel Travel Group Recommendation Model Based on User Trust and Social Influence. Mob. Inf. Syst. 2021: 7080116:1-7080116:10 (2021) - 2020
- [j14]Liping Sun, Shang Ci, Xiaoqing Liu, Xiaoyao Zheng, Qingying Yu, Yonglong Luo:
A privacy-preserving density peak clustering algorithm in cloud computing. Concurr. Comput. Pract. Exp. 32(11) (2020) - [j13]Zhaoyan Hu, Yonglong Luo, Xiaoyao Zheng, Yannian Zhao:
A novel privacy-preserving matrix factorization recommendation system based on random perturbation. J. Intell. Fuzzy Syst. 38(4): 4525-4535 (2020) - [c5]Qiqiang Xu, Ji Zhang, Zenghui Xu, Yonglong Luo, Fulong Chen, Xiaoyao Zheng, Gaoming Yang:
Effective Tuple-based Anonymization for Massive Streaming Categorical Data. IEEE BigData 2020: 5858-5860
2010 – 2019
- 2019
- [j12]Liping Sun, Shuting Bao, Shang Ci, Xiaoyao Zheng, Liangmin Guo, Yonglong Luo:
Differential Privacy-Preserving Density Peaks Clustering Based on Shared Near Neighbors Similarity. IEEE Access 7: 89427-89440 (2019) - [j11]Liping Sun, Tao Tao, Xiaoyao Zheng, Shuting Bao, Yonglong Luo:
Combining density peaks clustering and gravitational search method to enhance data clustering. Eng. Appl. Artif. Intell. 85: 865-873 (2019) - [j10]Qingying Yu, Yonglong Luo, Chuanming Chen, Xiaoyao Zheng:
Road Congestion Detection Based on Trajectory Stay-Place Clustering. ISPRS Int. J. Geo Inf. 8(6): 264 (2019) - [j9]Wen Chen, Zhiyun Xu, Xiaoyao Zheng, Yonglong Luo:
Geo-Tagged Photo Metadata Processing Method for Beijing Inbound Tourism Flow. ISPRS Int. J. Geo Inf. 8(12): 556 (2019) - [j8]Liangmin Guo, Jiakun Liang, Ying Zhu, Yonglong Luo, Liping Sun, Xiaoyao Zheng:
Collaborative filtering recommendation based on trust and emotion. J. Intell. Inf. Syst. 53(1): 113-135 (2019) - [j7]Siguang Chen, Shujun Zhang, Xiaoyao Zheng, Xiukai Ruan:
Layered adaptive compression design for efficient data collection in industrial wireless sensor networks. J. Netw. Comput. Appl. 129: 37-45 (2019) - [j6]Qingqing Liu, Yonglong Luo, Yifei Wang, Xiaoyao Zheng, Wen Chen:
基于SVD填充的混合推荐算法 (Hybrid Recommendation Algorithm Based on SVD Filling). 计算机科学 46(6A): 468-472 (2019) - [c4]Shang Ci, Liping Sun, Xiaoqing Liu, Tingli Du, Xiaoyao Zheng:
A Secure Density Peaks Clustering Algorithm on Cloud Computing. CSS (1) 2019: 533-541 - [d1]Xiaoyao Zheng:
Beijing POI datasets with geographical coordinates and ratings. IEEE DataPort, 2019
- 2018
- [j5]Siguang Chen, Jiasheng Zhou, Xiaoyao Zheng, Xiukai Ruan:
Energy-Efficient Data Collection Scheme for Environmental Quality Management in Buildings. IEEE Access 6: 57324-57333 (2018) - [j4]Xiaoyao Zheng, Yonglong Luo, Liping Sun, Ji Zhang, Fulong Chen:
A tourism destination recommender system using users' sentiment and temporal dynamics. J. Intell. Inf. Syst. 51(3): 557-578 (2018) - [j3]Xiaoyao Zheng, Yuqing Liu, Hao You, Liangmin Guo, Chuanxin Zhao:
A New Mining and Protection Method Based on Sensitive Data. J. Control. Sci. Eng. 2018: 1864703:1-1864703:7 (2018) - [j2]Xiaoyao Zheng, Yonglong Luo, Liping Sun, Xintao Ding, Ji Zhang:
A novel social network hybrid recommender system based on hypergraph topologic structure. World Wide Web 21(4): 985-1013 (2018) - [c3]Ji Zhang, Leonard Tan, Xiaohui Tao, Xiaoyao Zheng, Yonglong Luo, Jerry Chun-Wei Lin:
SLIND: Identifying Stable Links in Online Social Networks. DASFAA (2) 2018: 813-816 - [c2]Raid Lafta, Ji Zhang, Xiaohui Tao, Jerry Chun-Wei Lin, Fulong Chen, Yonglong Luo, Xiaoyao Zheng:
A Recommender System with Advanced Time Series Medical Data Analysis for Diabetes Patients in a Telehealth Environment. DEXA (2) 2018: 185-192 - [c1]Xiaoyao Zheng, Yonglong Luo, Ji Zhang, Liping Sun, Fulong Chen:
A Novel Differential Privacy Recommendation Method Based on a Distributed Framework. ICDM Workshops 2018: 1332-1339 - 2016
- [j1]Xiaoyao Zheng, Yonglong Luo, Zhiyun Xu, Qingying Yu, Lin Lu:
Tourism Destination Recommender System for the Cold Start Problem. KSII Trans. Internet Inf. Syst. 10(7): 3192-3212 (2016)
Coauthor Index
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