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Adaptively sharing multi-levels of distributed representations in multi-task learning 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 591, 页码: 226-234
作者:  Wang, Tianxin;  Zhuang, Fuzhen;  Sun, Ying;  Zhang, Xiangliang;  Lin, Leyu;  Xia, Feng;  He, Lei;  He, Qing
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Multi-task learning  Deep learning  Machine learning  
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 1, 页码: 462-474
作者:  Liu, Yang;  Ao, Xiang;  Dong, Linfeng;  Zhang, Chao;  Wang, Jin;  He, Qing
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Spatiotemporal activity  mobile data  cross-modal  hierarchical embedding  
Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 7, 页码: 2903-2913
作者:  Chen, Jingwu;  Zhuang, Fuzhen;  Wang, Tianxin;  Lin, Leyu;  Xia, Feng;  Du, Lihuan;  He, Qing
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Task analysis  Predictive models  Lifting equipment  Mobile applications  Collaboration  User experience  Article recommendation  dwell time prediction  click-guide network  
Deep Subdomain Adaptation Network for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 4, 页码: 1713-1722
作者:  Zhu, Yongchun;  Zhuang, Fuzhen;  Wang, Jindong;  Ke, Guolin;  Chen, Jingwu;  Bian, Jiang;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Task analysis  Adaptation models  Kernel  Feature extraction  Learning systems  Semantics  Training  Domain adaptation  fine grained  subdomain  
Multi-representation adaptation network for cross-domain image classification 期刊论文
NEURAL NETWORKS, 2019, 卷号: 119, 页码: 214-221
作者:  Zhu, Yongchun;  Zhuang, Fuzhen;  Wang, Jindong;  Chen, Jingwu;  Shi, Zhiping;  Wu, Wenjuan;  He, Qing
收藏  |  浏览/下载：281/0  |  提交时间：2019/12/10
Domain adaptation  Multi-representation  
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：41/0  |  提交时间：2020/12/10
Frequent episode mining  peak episode miner  large-scale sequence mining  hierarchy-aware maximal/closed episode  
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：44/0  |  提交时间：2019/12/10
Episode rule mining  gap-constrained episode  sequence mining  
Bag of little bootstraps on features for enhancing classification performance 期刊论文
INTELLIGENT DATA ANALYSIS, 2016, 卷号: 20, 期号: 5, 页码: 1085-1099
作者:  Wang, Haocheng;  Zhuang, Fuzhen;  Jin, Xin;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/13
Ensemble learning  bag of little bootstraps on features  high-dimensional data  classification  
A parallel incremental extreme SVM classifier 期刊论文
NEUROCOMPUTING, 2011, 卷号: 74, 期号: 16, 页码: 2532-2540
作者:  He, Qing;  Du, Changying;  Wang, Qun;  Zhuang, Fuzhen;  Shi, Zhongzhi
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/16
Parallel extreme SVM (PESVM)  MapReduce  Incremental extreme SVM (IESVM)  Parallel incremental extreme SVM (PIESVM)  
Research on a principal components decision algorithm based on information entropy 期刊论文
JOURNAL OF INFORMATION SCIENCE, 2009, 卷号: 35, 期号: 1, 页码: 120-127
作者:  Ding, Shifei;  Zhang, Yongping;  Lei, Xiaofeng;  Xu, Xinzheng;  Wang, Xin;  Wang, Li;  He, Qing
收藏  |  浏览/下载：44/0  |  提交时间：2019/12/16
algorithm  information entropy  land quality  objective entropy weight  principal component decision