| 2026 |
Yanxuan Wei, Yiangxia Tang, Xiangwei Zheng, Cun Ji* |
Patch is Effective for Multivariate Time Series Classification |
Knowledge-Based Systems |
| Sinan Jia, Xiaoming Wu, Lifeng Zhang, Cun Ji, Xiangwei Zheng |
Temporal Context Prediction and Prototype Memory Retrieval for Video Anomaly Detection |
Digital Signal Processing |
| Wenqi Niu, Cun Ji, Tingting Li, Bo Li |
An Optimal Edge Data Caching Scheme Based on Improved Particle Swarm Optimization |
Concurrency and Computation: Practice and Experience |
| 2025 |
Yiangxia Tang, Yanxuan Wei, Yupeng Hu*, Xiangwei Zheng, Cun Ji* |
Convolutional Network Integrated with Frequency Adaptive Learning for Multivariate Time Series Classification |
ACM Transactions on Knowledge Discovery from Data |
| Mingsen Du, Meng Chen, Zheng Liu, Yongjian Li, Cun Ji* Shoushui Wei* |
Multivariate Time Series Classification via Heterogeneous Graph Representation |
IEEE Transactions on Industrial Informatics |
| Mingsen Du, Yanxuan Wei, Xiangwei Zheng, Cun Ji* |
Causal and Local Correlations Based Network for Multivariate Time Series Classification |
Neurocomputing |
| Yiangxia Tang, Yanxuan Wei, Teng Li*, Xiangwei Zheng, Cun Ji* |
A hierarchical transformer-based network for multivariate time series classification |
Information Systems |
| Mingsen Du, Yanxuan Wei, Yiangxia Tang, Xiangwei Zheng, Shoushui Wei*, Cun Ji* |
ST-Tree with interpretability for multivariate time series classification |
Neural Networks |
| Wenjuan Shi, Xiangwei Zheng, Lifeng Zhang, Cun Ji, Yuang Zhang, Ji Bian |
Multi-Object Tracking based on Optimal Transport and Coordinate Attention Mechanism |
Signal Processing |
| Yanxuan Wei, Yiangxia Tang, Yupeng Hu*, Xiangwei Zheng, Cun Ji* |
Large Receptive Field Network for Time Series Image Classification |
ICPADS2025 |
| Teng Li, Xiaodong Guo*, Cun Ji* |
A literature survey of shapelet quality measures for time series classification |
PeerJ Computer Science |
| Teng Li, Jiajia Nie, Guozhi Qiu, Zhen Li, Cun Ji, Xueqing Li |
Time Series Forecasting via an Elastic Optimal Adaptive GM (1, 1) Model |
Electronics |
| 2024 |
Cun Ji*, Yanxuan Wei, Xiangwei Zheng |
Shapelet selection for time series classification |
Applied Soft Computing |
| Yanxuan Wei, Mingsen Du, Teng Li*, Xiangwei Zheng, Cun Ji* |
Feature-fused residual network for time series classification |
Journal of King Saud University-Computer and Information Sciences |
| Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, Cun Ji* |
Multivariate time series classification based on fusion features |
Expert System With Applications |
| 2023 |
Mingsen Du, Yanxuan Wei, Yanxuan, Xiangwei Zheng, Cun Ji* |
Multi-feature based network for multivariate time series classification |
Information Sciences |
| C Ji*, M Du, Y Wei, Y Hu, S Liu, L Pan, X Zheng |
Time series classification with random temporal features |
Journal of King Saud University-Computer and Information Sciences |
| Yanxuan Wei, Yunxiang Wang, Mingsen Du, Yupeng Hu*, Cun Ji* |
Adaptive Shapelet Selection for Time Series Classification |
CSCWD2023 |
| X Xiao, X Zheng, J Bian, C Ji, X Cui |
A dynamic and resource sharing virtual network mapping algorithm |
Digital Communications and Networks |
| Mingsen Du, Yanxuan Wei, Yupeng Hu*, Xiangwei Zheng, Cun Ji* |
Automatic Component Identification Based on Time Series Classification for Intelligent Devices |
2023 IEEE International Conference on Data Mining Workshops |
| 2022 |
Ji, C., Hu, Y., Liu, S., Pan, L., Li, B., & Zheng, X. |
Fully Convolutional Networks with Shapelet Features for Time Series Classification |
Information Sciences |
| Ji, C., Du, M., Hu, Y., Liu, S., Pan, L., & Zheng, X. |
Time series classification based on temporal features |
Applied Soft Computing |
| Guo, G., Gao, P., Zheng, X., & Ji, C. |
Multimodal Emotion Recognition Using CNN-SVM with Data Augmentation |
BIBM2022 |
| Zou, X., Zheng, X., Ji, C., & Zhang, Y. |
An improved fast shapelet selection algorithm and its application to pervasive EEG |
Personal and Ubiquitous Computing |
| 2021 |
Ji Cun, Hu Yupeng, Wang Kun, Zhan Peng, Li Xueqing, Zheng Xiangwei |
Identifiable Temporal Feature Selection via Horizontal Visibility Graph Towards Smart Medical Applications |
Interdisciplinary Sciences: Computational Life Sciences |
| Zheng Xiangwei, Zhang Min, Li Tiantian, Ji Cun, Hu Bin |
A novel consciousness emotion recognition method using ERP components and MMSE |
Journal of Neural Engineering |
| Yang Shan, Zheng Xiangwei, Ji Cun, Chen Xuanchi |
Multi-layer Representation Learning and Its Application to Electronic Health Records |
Neural Processing Letters |
| Li Tingting, Niu Wenqi, Ji Cun |
Edge user allocation by FOA in edge computing environment |
Journal of Computational Science |
| Zhang Shichao, Zheng Xiangwei, Zhang Mingzhe, Guo Gengyuan, Ji Cun |
A Pervasive Multi-physiological Signal-Based Emotion Classification with Shapelet Transformation and Decision Fusion |
COLLABORATECOM 2021 |
| 2020 |
Cun Ji, Xiunan Zou, Shijun Liu, Li Pan |
ADARC: An anomaly detection algorithm based on relative outlier distance and biseries correlation |
Software: Practice and Experience |
| Hu Yupeng, Ji Cun, Zhang Qingke, Chen Lin, Zhan Peng, Li Xueqing |
A novel multi-resolution representation for time series sensor data analysis |
Soft Computing |
| 赵超, 王腾江, 刘士军, 潘丽, 嵇存 |
融合选择提取与子类聚类的快速Shapelet发现算法 |
软件学报 |
| Sun Xiaofang, Hu Bin, Zheng Xiangwei, Yin Yongqiang, Ji Cun |
Emotion Classification Based on Brain Functional Connectivity Network |
BIBM2020 |
| 2019 |
Ji Cun, Zhao Chao, Pan Li, Liu Shijun, Yang Chenglei, Meng Xiangxu |
A Just-in-time Shapelet Selection Service for Online Time Series Classification |
Computer Networks |
| Ji Cun, Zhao Chao, Liu Shijun, Yang Chenglei, Pan Li, Wu Lei, Meng Xiangxu |
A Fast Shapelet Selection Algorithm for Time Series Classification |
Computer Networks |
| Yang Yang, Zheng Xiangwei, Ji Cun |
Disease Prediction Model Based on BiLSTM and Attention Mechanism |
BIBM2019 |
| Zhao Chao, Liu Shijun, Pan Li, Ji Cun, Yang Chenglei |
Selecting Superior Candidates from a Suitable Set: A Selective Extraction Algorithm for Accelerating Shapelet Discovery in Time Series Data |
CSCWD2019 |
| Tianlun Dai, Wenchao Zheng, Jiayue Sun, Cun Ji, Tao Zhou, Mingtong Li, Wei Hu, Ziqiang Yu |
Continuous Route Planning over a Dynamic Graph in Real-Time |
Procedia Computer Science (IIKI2019) |
| 2018 |
张琪, 胡宇鹏, 嵇存, 展鹏, 李学庆 |
边缘计算应用:传感数据异常实时检测算法 |
计算机研究与发展 |
| Ji Cun, Zou Xiunan, Hu Yupeng, Liu Shijun |
A 2D Transform Based Distance Function for Time Series Classification |
CollaborateCom2018 |
| Cun Ji, Xiunan Zou, Yupeng Hu, Shijun Liu, Lei Lyu, Xiangwei Zheng |
XG-SF: An XGBoost Classifier Based on Shapelet Features for Time Series Classification |
Procedia Computer Science (IIKI2018) |
| Xiukai Zhao, Lei Lyu, Chen Lyu, Cun Ji |
A new parallel simulation method for massive crowd |
Procedia Computer Science (IIKI2018) |
| 2017 |
Ji Cun, Zhao Chao, Pan Li, Liu Shijun, Yang Chenglei, Wu Lei |
A Fast Shapelet Discovery Algorithm Based on Important Data Points |
International Journal of Web Services Research |
| Ji Cun, Liu Shijun, Yang Chenglei, Pan Li, Wu Lei, Meng Xiangxu |
A Shapelet Selection Algorithm for Time Series Classification: New Directions |
Procedia Computer Science (IIKI2017) |
| 2016 |
Ji Cun, Shao Qingshi, Jiao Sun, Liu Shijun, Li Pan, Lei Wu, Yang Chenglei |
Device Data Ingestion for Industrial Big Data Platforms with a Case Study |
Sensors |
| Ji Cun, Liu Shijun, Yang Chenglei, Cui Lizhen, Pan Li, Wu Lei, Liu Yingbo |
A Self-Evolving Method of Data Model for Cloud-Based Machine Data Ingestion |
Cloud2016 |
| Ji Cun, Liu Shijun, Yang Chenglei, Wu Lei, Pan Li, Meng Xiangxu |
A piecewise linear representation method based on importance data points for time series data |
CSCWD2016 |
| Hu Yupeng, Yang Chong, Ji Cun, Xu Yang, Li Xueqing |
Efficient Snapshot KNN Join Processing for Large Data Using MapReduce |
ICPADS2016 |
| Hu Yupeng, Ji Cun, Jing Ming, Ding Yiming, Kuai Shuo, Li Xueqing |
A Continuous Segmentation Algorithm for Streaming Time Series |
CollaborateCom2016 |
| Hu Yupeng, Ji Cun, Jing Ming, Li Xueqing |
A K-Motifs Discovery Approach for Large Time-Series Data Analysis |
APWeb2016 |
| 2015 |
Ji Cun, Liu Shijun, Yang Chenglei, Wu Lei, Pan Li |
IBDP: An Industrial Big Data Ingestion and Analysis Platform and Case Studies |
IIKI2015 |
