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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  
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  
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