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Enabling 5G: sentimental image dominant graph topic model for cross-modality topic detection 期刊论文
WIRELESS NETWORKS, 2020, 卷号: 26, 期号: 3, 页码: 1549-1561
作者:  Sun, Jiayi;  Li, Liang;  Li, Wenchao;  Zhang, Jiyong;  Yan, Chenggang
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Cross-modality topic detection  Sentiment analysis  Convolutional neural network  Graph topic model  
Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2397-2409
作者:  Pang, Junbiao;  Tao, Fei;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载：72/0  |  提交时间：2019/12/10
Multimodal description  Poisson deconvolution (PD)  topic coherent  topic description  topic detection on Web  
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 3, 页码: 1072-1083
作者:  Pang, Junbiao;  Hu, Anjing;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载：74/0  |  提交时间：2019/04/03
Poisson deconvolution  prototype learning (PL)  sparsity  submodularity  topic interpretation  Web topic detection  
A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 478-487
作者:  Pang, Junbiao;  Tao, Fei;  Li, Liang;  Huang, Qingming;  Yin, Baocai;  Tian, Qi
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/10
Topic description  Poisson deconvolution  User-Generated Content  Topic detection  Background similarity  Multi-modal description  
Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 12, 页码: 2482-2493
作者:  Pang, Junbiao;  Tao, Fei;  Zhang, Chunjie;  Zhang, Weigang;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/12
K-nearest neighbor similarity graph  latent poisson deconvolution (LPD)  multi-view learning (MVL)  user-generated content (UGC)  web topic detection  
Effective Multimodality Fusion Framework for Cross-Media Topic Detection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 卷号: 26, 期号: 3, 页码: 556-569
作者:  Chu, Lingyang;  Zhang, Yanyan;  Li, Guorong;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/13
Cross-media  fusion  multimodality  topic detection  topic recovery (TR)  We-Media  
Online web video topic detection and tracking with semi-supervised learning 期刊论文
MULTIMEDIA SYSTEMS, 2016, 卷号: 22, 期号: 1, 页码: 115-125
作者:  Li, Guorong;  Jiang, Shuqiang;  Zhang, Weigang;  Pang, Junbiao;  Huang, Qingming
收藏  |  浏览/下载：50/0  |  提交时间：2019/12/13
Topic detection and tracking  Web video  Multi-feature fusion  Semi-supervised learning  
Fusing cross-media for topic detection by dense keyword groups 期刊论文
NEUROCOMPUTING, 2015, 卷号: 169, 页码: 169-179
作者:  Zhang, Weigang;  Chen, Tianlong;  Li, Guorong;  Pang, Junbiao;  Huang, Qingming;  Gao, Wen
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/13
Topic detection  Cross-media  Dense keyword group  Near-duplicate keyframe  Web video