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Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
作者:  Shen, Jing;  Tao, Chao;  Qi, Ji;  Wang, Hao
收藏  |  浏览/下载:51/0  |  提交时间:2021/11/05
Time-Series Classification Based on Fusion Features of Sequence and Visualization 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 12, 页码: 1-25
作者:  Wang, BQ (Wang, Baoquan)[ 1,2,3 ];  Jiang, TH (Jiang, Tonghai)[ 1,3 ];  Zhou, X (Zhou, Xi)[ 1,3 ];  Ma, B (Ma, Bo)[ 1,2,3 ];  Zhao, F (Zhao, Fan)[ 1,3 ]
收藏  |  浏览/下载:15/0  |  提交时间:2020/09/09
An ensemble of shapelet-based classifiers on inter-class and intra-class imbalanced multivariate time series at the early stage 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 15
作者:  He, Guoliang;  Zhao, Wen;  Xia, Xuewen;  Peng, Rong;  Wu, Xiaoying
收藏  |  浏览/下载:9/0  |  提交时间:2019/12/05
A novel reconstructed training-set SVM with roulette cooperative coevolution for financial time series classification 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2019, 卷号: 123, 页码: 283-298
作者:  Luo Chao;  Jiang Zhipeng;  Zheng Yuanjie
收藏  |  浏览/下载:15/0  |  提交时间:2019/12/11
A just-in-time shapelet selection service for online time series classification 期刊论文
COMPUTER NETWORKS, 2019, 卷号: 157, 页码: 89-98
作者:  Ji, Cun;  Zhao, Chao;  Pan, Li;  Liu, Shijun;  Yang, Chenglei
收藏  |  浏览/下载:9/0  |  提交时间:2019/12/11
Efficient search of the optimal prefix and suffix invariant size for dynamic time warping 期刊论文
Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, 2019, 页码: 1971-1978
作者:  Zhan, Peng;  Hu, Yupeng;  Chen, Lin;  Luo, Wei;  Li, Xueqing
收藏  |  浏览/下载:15/0  |  提交时间:2019/12/11
Selecting superior candidates from a suitable set: A selective extraction algorithm for accelerating shapelet discovery in time series data 期刊论文
Proceedings of the 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2019, 2019, 页码: 404-409
作者:  Zhao, Chao;  Liu, Shijun;  Pan, Li;  Ji, Cun;  Yang, Chenglei
收藏  |  浏览/下载:1/0  |  提交时间:2019/12/11
Multi-resolution representation with recurrent neural networks application for streaming time series in IoT 期刊论文
COMPUTER NETWORKS, 2019, 卷号: 152, 页码: 114-132
作者:  Hu, Yupeng;  Ren, Pengjie;  Luo, Wei;  Zhan, Peng;  Li, Xueqing
收藏  |  浏览/下载:15/0  |  提交时间:2019/12/11
A fast shapelet selection algorithm for time series classification 期刊论文
COMPUTER NETWORKS, 2019, 卷号: 148, 页码: 231-240
作者:  Ji, Cun;  Zhao, Chao;  Liu, Shijun;  Yang, Chenglei;  Pan, Li
收藏  |  浏览/下载:8/0  |  提交时间:2019/12/11
A 2D transform based distance function for time series classification 期刊论文
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 2019, 卷号: 268, 页码: 543-559
作者:  Ji, Cun;  Zou, Xiunan;  Hu, Yupeng;  Liu, Shijun
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/11


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