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A topic enhanced approach to detecting multiple standpoints in web texts 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 501, 页码: 483-494
Authors:  Lin, Junjie;  Kong, Qingchao;  Mao, Wenji;  Wang, Lei
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Multiple standpoint detection  Topic model  Topic enhanced approach  Adaptive parameter determination  
Adaptive Attention Annotation Model: Optimizing the Prediction Path through Dependency Fusion 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 卷号: 13, 期号: 9, 页码: 4665-4683
Authors:  Wang, Fangxin;  Liu, Jie;  Zhang, Shuwu;  Zhang, Guixuan;  Zheng, Yang;  Li, Xiaoqian;  Liang, Wei;  Li, Yuejun
Adobe PDF(1061Kb)  |  Favorite  |  View/Download:45/4  |  Submit date:2019/10/08
image annotation  multiple dependencies  self-attention  prediction path  Triplet Margin loss  
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
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Deep learning  social transportation  traffic information detection  social media  text mining  
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
Authors:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
Adobe PDF(2826Kb)  |  Favorite  |  View/Download:36/6  |  Submit date:2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
Multi-modal multi-view Bayesian semantic embedding for community question answering 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 期号: 1, 页码: 44-58
Authors:  Lei Sang;  Min Xu;  Shengsheng Qian;  Xindong Wu
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Community question answering  Semantic embedding  Multi-modal  Multi-view  Topic model  Word embedding  
Multiview Label Sharing for Visual Representations and Classifications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 4, 页码: 903-913
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
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Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
Online Multimodal Multiexpert Learning for Social Event Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2733-2748
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
Adobe PDF(4742Kb)  |  Favorite  |  View/Download:41/11  |  Submit date:2019/09/25
Social Event Tracking  Topic Model  Social Media  Topic Evolution  Multimodality  
Multi-modal max-margin supervised topic model for social event analysis 期刊论文
Multimedia Tools and Applications, 2018, 期号: 99, 页码: 1–20
Authors:  Feng Xue;  Jianwei Wang;  Shengsheng Qian;  Tianzhu Zhang;  Xueliang Liu;  Changsheng Xu
Adobe PDF(2883Kb)  |  Favorite  |  View/Download:117/33  |  Submit date:2018/02/07
Social Event Classification  Multi-modal  Max-margin  Social Media  Topic Model  
Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
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Social Media  discriminative non-parametric Bayesian model  multi-modality  
Read, Watch, Listen and Summarize: Multi-modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE Transactions on Knowledge and Data Engineering, 2018, 卷号: 1, 期号: 1, 页码: 1
Authors:  Haoran Li;  Junnan Zhu;  Cong Ma;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(2826Kb)  |  Favorite  |  View/Download:55/8  |  Submit date:2019/01/25
Multimedia  Summarization  Multi-modal  Cross-modal  Natural Language Processing  Computer Vision