Yaling Xun

According to our database, Yaling Xun authored at least 18 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DyGraphformer: Transformer combining dynamic spatio-temporal graph network for multivariate time series forecasting.

Shuo Han, Yaling Xun, Jianghui Cai, Haifeng Yang, Yanfeng Li

Neural Networks, 2025

2024

A hybrid similarity measure-based clustering approach for mixed attribute data.

Kexin Chu, Min Zhang, Yaling Xun, Jifu Zhang

Int. J. Mach. Learn. Cybern., April, 2024

Higher-order embedded learning for heterogeneous information networks and adaptive POI recommendation.

Yaling Xun, Yujia Wang, Jifu Zhang, Haifeng Yang, Jianghui Cai

Inf. Process. Manag., 2024

A novel graph-attention based multimodal fusion network for joint classification of hyperspectral image and LiDAR data.

Jianghui Cai, Min Zhang, Haifeng Yang, Yanting He, Yuqing Yang, Chenhui Shi, Xujun Zhao, Yaling Xun

Expert Syst. Appl., 2024

A new community detection method for simplified networks by combining structure and attribute information.

Jianghui Cai, Jing Hao, Haifeng Yang, Yuqing Yang, Xujun Zhao, Yaling Xun, Dongchao Zhang

Expert Syst. Appl., 2024

2022

Mining relevant partial periodic pattern of multi-source time series data.

Yaling Xun, Linqing Wang, Haifeng Yang, Jianghui Cai

Inf. Sci., 2022

Memory-Effective Parallel Mining of Incremental Frequent Itemsets Based on Multi-scale.

Linqing Wang, Yaling Xun, Jifu Zhang, Huimin Bi

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

2021

HBPFP-DC: A parallel frequent itemset mining using Spark.

Yaling Xun, Jifu Zhang, Haifeng Yang, Xiao Qin

Parallel Comput., 2021

Incremental frequent itemsets mining based on frequent pattern tree and multi-scale.

Yaling Xun, Xiaohui Cui, Jifu Zhang, Qingxia Yin

Expert Syst. Appl., 2021

A novel discretization algorithm based on multi-scale and information entropy.

Yaling Xun, Qingxia Yin, Jifu Zhang, Haifeng Yang, Xiaohui Cui

Appl. Intell., 2021

2020

Scalable Mining of Contextual Outliers Using Relevant Subspace.

Jifu Zhang, Xiaolong Yu, Yaling Xun, Sulan Zhang, Xiao Qin

IEEE Trans. Syst. Man Cybern. Syst., 2020

WEDA: A Weak Emission-Line Detection Algorithm Based on the Weighted Ranking.

Yongxiang Zhou, Haifeng Yang, Jianghui Cai, Xujun Zhao, Yaling Xun, Caixia Qu

IEEE Access, 2020

2019

Feature grouping-based parallel outlier mining of categorical data using spark.

Junli Li, Jifu Zhang, Xiao Qin, Yaling Xun

Inf. Sci., 2019

Incremental Frequent Itemsets Mining With FCFP Tree.

Jiaojiao Sun, Yaling Xun, Jifu Zhang, Junli Li

IEEE Access, 2019

2017

FiDoop-DP: Data Partitioning in Frequent Itemset Mining on Hadoop Clusters.

Yaling Xun, Jifu Zhang, Xiao Qin, Xujun Zhao

IEEE Trans. Parallel Distributed Syst., 2017

A parallel algorithm for mining constrained frequent patterns using MapReduce.

Xiaowu Yan, Jifu Zhang, Yaling Xun, Xiao Qin

Soft Comput., 2017

2016

FiDoop: Parallel Mining of Frequent Itemsets Using MapReduce.

Yaling Xun, Jifu Zhang, Xiao Qin

IEEE Trans. Syst. Man Cybern. Syst., 2016

A relevant subspace based contextual outlier mining algorithm.

Jifu Zhang, Xiaolong Yu, Yonghong Li, Sulan Zhang, Yaling Xun, Xiao Qin

Knowl. Based Syst., 2016