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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：73/0  |  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：75/0  |  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：70/0  |  提交时间：2019/12/10
Topic description  Poisson deconvolution  User-Generated Content  Topic detection  Background similarity  Multi-modal description  
Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 卷号: 76, 期号: 23, 页码: 25145-25157
作者:  Pang, Junbiao;  Huang, Jing;  Zhang, Weigang;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载：43/0  |  提交时间：2019/12/10
Unsupervised ranking  Poisson noise  Gaussian noise  Similarity Diffusion Process  Deconvolution  
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：69/0  |  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