个人简介/Biography  项目/Project  论文/Publication  专利/Patent  主要荣誉/Honor  指导学生/My Students

2023

• Mingsen Du, Xiangwei Wei, Yanxuan, Zheng, Cun Ji# : Multi-feature based network for multivariate time series classification, Information Sciences.

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
• Xiao, X., Zheng, X., Bian, J., Ji, C., & Cui, X.: A dynamic and resource sharing virtual network mapping algorithm, Digital Communications and Networks.

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, International Conference on Collaborative Computing: Networking, Applications and Worksharing.
• Wang Tengjiang, Yuan Pengyu, Ji Cun, Liu Shijun. Cooperative Anomaly Detection Model and Real-Time Update Strategy for Industrial Stream Data, Computer Supported Cooperative Work and Social Computing
• Zhang Shichao, Zheng Xiangwei, Ji Cun. Fast Shapelet Discovery with Trend Feature Symbolization, Computer Supported Cooperative Work and Social Computing -Zhang Shilin, Hu Bin, Ji Cun, Zheng Xiangwei, Zhang Min. Functional Connectivity Network Based Emotion Recognition Combining Sample Entropy, IFAC-PapersOnLine

  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)
• Luo Wei, Zhan Peng, Zhang Qi, Ji Cun, Zheng Jiecai, Li Xueqing. Dynamic Adaptive Piecewise Linear Representation Approach Based on Streaming Time Series, Journal of Physics: Conference Series, IOP Publishing

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)
• Luo W, Zhang Q, Ji C, et al. Diversified Representation Approach for Time Series Using Storm, ICSESS2018

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
• Ji Cun, Liu Shijun, Yang Chenglei, Pan Li, Wu Lei. A fast shapelet discovery algorithm with symbolic fourier approximation, S2 International Coference on Internet of Things
• 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
• Fan Guojuan, Li Bo, Mu Wanquan, Ji Cun. The Application of the Optimal GM (1, 1) Model for Heating Load Forecasting, International Conference on Mechatronics, Materials, Chemistry and Computer Engineering