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Multi-Aspect Embedding for Attribute-Aware Trajectories 期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 9, 页码: 17
作者:  Boonchoo, Thapana;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载:81/0  |  提交时间:2019/12/10
trajectory similarity computation  multi-aspect embedding  representation learning  
Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2019, 卷号: 10, 期号: 4, 页码: 26
作者:  Ao, Xiang;  Shi, Haoran;  Wang, Jin;  Zuo, Luo;  Li, Hongwei;  He, Qing
收藏  |  浏览/下载:48/0  |  提交时间:2020/12/10
Frequent episode mining  peak episode miner  large-scale sequence mining  hierarchy-aware maximal/closed episode  
Grid-based DBSCAN: Indexing and inference 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 271-284
作者:  Boonchoo, Thapana;  Ao, Xiang;  Liu, Yang;  Zhao, Weizhong;  Zhuang, Fuzhen;  He, Qing
收藏  |  浏览/下载:213/0  |  提交时间:2019/08/16
Density-based clustering  Grid-based DBSCAN  Union-find algorithm  
Discovering and learning sensational episodes of news events (vol 78, pg 68, 2018) 期刊论文
INFORMATION SYSTEMS, 2019, 卷号: 81, 页码: 178-178
作者:  Ao, Xiang;  Luo, Ping;  Li, Chengkai;  Zhuang, Fuzhen;  He, Qing
收藏  |  浏览/下载:93/0  |  提交时间:2019/08/16
Self-organizing weighted incremental probabilistic latent semantic analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 12, 页码: 1987-1998
作者:  Li, Ning;  Luo, Wenjuan;  Yang, Kun;  Zhuang, Fuzhen;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载:76/0  |  提交时间:2019/08/16
Probabilistic latent semantic analysis  Weighted incremental learning  Similarity  Big data  
Predicting compositional time series via autoregressive Dirichlet estimation 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 3
作者:  Zhou, Ganbin;  Luo, Ping;  He, Qing
收藏  |  浏览/下载:49/0  |  提交时间:2019/12/10
Mining Precise-Positioning Episode Rules from Event Sequences 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 3, 页码: 530-543
作者:  Ao, Xiang;  Luo, Ping;  Wang, Jin;  Zhuang, Fuzhen;  He, Qing
收藏  |  浏览/下载:49/0  |  提交时间:2019/12/10
Episode rule mining  gap-constrained episode  sequence mining  
Representation learning via Dual-Autoencoder for recommendation 期刊论文
NEURAL NETWORKS, 2017, 卷号: 90, 页码: 83-89
作者:  Zhuang, Fuzhen;  Zhang, Zhiqiang;  Qian, Mingda;  Shi, Chuan;  Xie, Xing;  He, Qing
收藏  |  浏览/下载:62/0  |  提交时间:2019/12/12
Matrix factorization  Dual-Autoencoder  Recommendation  Representation learning