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Personalized graph neural networks with attention mechanism for session-aware recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 34, 期号: 8, 页码: 3946-3957
作者:  Mengqi Zhang;  Shu Wu;  Meng Gao;  Xin Jiang;  Ke Xu;  Liang Wang
Adobe PDF(1277Kb)  |  收藏  |  浏览/下载：160/53  |  提交时间：2023/07/03
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 18-38
作者:  Hira Zahid;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
浏览  |  Adobe PDF(11375Kb)  |  收藏  |  浏览/下载：187/48  |  提交时间：2021/03/11
Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications  
DiscoStyle: Multi-level Logistic Ranking for Personalized Image Style Preference Inference 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 637-651
作者:  Zhen-Wei He;  Lei Zhang;  Fang-Yi Liu
Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：179/37  |  提交时间：2021/02/22
Facial preference  feature representation  logistic regression  face recommendation  transfer learning.  
An attention-based multi-task model for named entity recognition and intent analysis of Chinese online medical questions 期刊论文
Journal of Biomedical Informatics, 2020, 卷号: 108, 期号: 108, 页码: 103511
作者:  Wu, Chaochen;  Luo, Guan;  Guo, Chao;  Ren, Yin;  Zheng, Anni;  Yang, Cheng
Adobe PDF(1191Kb)  |  收藏  |  浏览/下载：234/88  |  提交时间：2020/10/13
Natural language processingDeep learningMulti-task learningNamed entity recognitionIntent analysisInterpretability  
Improving Description-Based Person Re-Identification by Multi-Granularity Image-Text Alignments 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 期号: 1, 页码: 15
作者:  Niu, Kai;  Huang, Yan;  Ouyang, Wanli;  Wang, Liang
Adobe PDF(5193Kb)  |  收藏  |  浏览/下载：215/71  |  提交时间：2020/10/09
Description-based person re-identification  Multi-granularity image-text alignments  Step training strategy  
Improve Person Re-Identification With Part Awareness Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 7468-7481
作者:  Huang, Houjing;  Yang, Wenjie;  Lin, Jinbin;  Huang, Guan;  Xu, Jiamiao;  Wang, Guoli;  Chen, Xiaotang;  Huang, Kaiqi
Adobe PDF(3927Kb)  |  收藏  |  浏览/下载：350/67  |  提交时间：2020/08/31
Person re-identification  part awareness  part segmentation  multi-task learning  
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
作者:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：364/118  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Long video question answering: A Matching-guided Attention Model 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 102, 期号: 1, 页码: 11
作者:  Wang, Weining;  Huang, Yan;  Wang, Liang
浏览  |  Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：397/80  |  提交时间：2020/06/02
Long video QA  Matching-guided attention  
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM 期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:  Yu, Xiao;  Liu, Jin;  Keung, Jacky Wai;  Li, Qing;  Bennin, Kwabena Ebo;  Xu, Zhou;  Wang, Junping;  Cui, Xiaohui
Adobe PDF(2373Kb)  |  收藏  |  浏览/下载：427/73  |  提交时间：2020/06/02
Support vector machines  Software  Prediction algorithms  Predictive models  Testing  Software algorithms  Computer science  Cost-sensitive learning  data imbalance  ranking-oriented defect prediction (RODP)  
Improve the translational distance models for knowledge graph embedding 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020, 卷号: 2020, 期号: 1, 页码: 23
作者:  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
浏览  |  Adobe PDF(802Kb)  |  收藏  |  浏览/下载：383/98  |  提交时间：2020/04/07
Knowledge graph embedding  Translational distance model  Positional encoding  Self-attention