Yaling Xun

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Frequent Itemset Mining

Top Venues

Expert Syst. Appl.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Jianghui Cai, Min Zhang, Haifeng Yang, Yanting He, Yuqing Yang, Chenhui Shi, Xujun Zhao, Yaling Xun
A novel graph-attention based multimodal fusion network for joint classification of hyperspectral image and LiDAR data. Expert Syst. Appl. 249 (2024)
Yaling Xun, Yujia Wang, Jifu Zhang, Haifeng Yang, Jianghui Cai
Higher-order embedded learning for heterogeneous information networks and adaptive POI recommendation. Inf. Process. Manag. 61 (4) (2024)
Kexin Chu, Min Zhang, Yaling Xun, Jifu Zhang
A hybrid similarity measure-based clustering approach for mixed attribute data. Int. J. Mach. Learn. Cybern. 15 (4) (2024)
Jianghui Cai, Jing Hao, Haifeng Yang, Yuqing Yang, Xujun Zhao, Yaling Xun, Dongchao Zhang
A new community detection method for simplified networks by combining structure and attribute information. Expert Syst. Appl. 246 (2024)
Linqing Wang, Yaling Xun, Jifu Zhang, Huimin Bi
Memory-Effective Parallel Mining of Incremental Frequent Itemsets Based on Multi-scale. ChineseCSCW (1) (2022)
Yaling Xun, Linqing Wang, Haifeng Yang, Jianghui Cai
Mining relevant partial periodic pattern of multi-source time series data. Inf. Sci. 615 (2022)
Yaling Xun, Jifu Zhang, Haifeng Yang, Xiao Qin
HBPFP-DC: A parallel frequent itemset mining using Spark. Parallel Comput. 101 (2021)
Yaling Xun, Xiaohui Cui, Jifu Zhang, Qingxia Yin
Incremental frequent itemsets mining based on frequent pattern tree and multi-scale. Expert Syst. Appl. 163 (2021)
Yaling Xun, Qingxia Yin, Jifu Zhang, Haifeng Yang, Xiaohui Cui
A novel discretization algorithm based on multi-scale and information entropy. Appl. Intell. 51 (2) (2021)
Jifu Zhang, Xiaolong Yu, Yaling Xun, Sulan Zhang, Xiao Qin
Scalable Mining of Contextual Outliers Using Relevant Subspace. IEEE Trans. Syst. Man Cybern. Syst. 50 (3) (2020)
Yongxiang Zhou, Haifeng Yang, Jianghui Cai, Xujun Zhao, Yaling Xun, Caixia Qu
WEDA: A Weak Emission-Line Detection Algorithm Based on the Weighted Ranking. IEEE Access 8 (2020)
Junli Li, Jifu Zhang, Xiao Qin, Yaling Xun
Feature grouping-based parallel outlier mining of categorical data using spark. Inf. Sci. 504 (2019)
Jiaojiao Sun, Yaling Xun, Jifu Zhang, Junli Li
Incremental Frequent Itemsets Mining With FCFP Tree. IEEE Access 7 (2019)
Yaling Xun, Jifu Zhang, Xiao Qin, Xujun Zhao
FiDoop-DP: Data Partitioning in Frequent Itemset Mining on Hadoop Clusters. IEEE Trans. Parallel Distributed Syst. 28 (1) (2017)
Xiaowu Yan, Jifu Zhang, Yaling Xun, Xiao Qin
A parallel algorithm for mining constrained frequent patterns using MapReduce. Soft Comput. 21 (9) (2017)
Yaling Xun, Jifu Zhang, Xiao Qin
FiDoop: Parallel Mining of Frequent Itemsets Using MapReduce. IEEE Trans. Syst. Man Cybern. Syst. 46 (3) (2016)
Jifu Zhang, Xiaolong Yu, Yonghong Li, Sulan Zhang, Yaling Xun, Xiao Qin
A relevant subspace based contextual outlier mining algorithm. Knowl. Based Syst. 99 (2016)