Collection
Special Issue on Deep vs. Shallow: Learning for Emerging Web-scale Data Computing and Applications
- Submission status
- Closed
N/A
Editors
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Jingkuan Song
'.'
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Shuqiang Jiang
'.'
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Elisa Ricci
'.'
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Zi Huang
'.'
Articles (27 in this collection)
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Low-rank dimensionality reduction for multi-modality neurodegenerative disease identification
Authors
- Xiaofeng Zhu
- Heung-Il Suk
- Dinggang Shen
- Content type: OriginalPaper
- Published: 13 November 2018
- Pages: 907 - 925
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Generalized zero-shot learning for action recognition with web-scale video data
Authors (first, second and last of 5)
- Kun Liu
- Wu Liu
- Xiongxiong Dong
- Content type: OriginalPaper
- Published: 09 November 2018
- Pages: 807 - 824
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Group sparse reduced rank regression for neuroimaging genetic study
Authors
- Xiaofeng Zhu
- Heung-Il Suk
- Dinggang Shen
- Content type: OriginalPaper
- Published: 17 September 2018
- Pages: 673 - 688
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A novel approach for Web page modeling in personal information extraction
Authors (first, second and last of 6)
- Wei Yuliang
- Zhou Qi
- Wang Bailing
- Content type: OriginalPaper
- Published: 05 September 2018
- Pages: 603 - 620
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Semi-supervised cross-modal learning for cross modal retrieval and image annotation
Authors (first, second and last of 6)
- Fuhao Zou
- Xingqiang Bai
- Hefei Ling
- Content type: OriginalPaper
- Published: 13 July 2018
- Pages: 825 - 841
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Abnormal event detection in tourism video based on salient spatio-temporal features and sparse combination learning
Authors
- Yue Geng
- Junping Du
- Meiyu Liang
- Content type: OriginalPaper
- Published: 06 July 2018
- Pages: 689 - 715
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An emotion-based responding model for natural language conversation
Authors (first, second and last of 6)
- Feng Liu
- Qirong Mao
- Yongzhao Zhan
- Content type: OriginalPaper
- Published: 27 June 2018
- Pages: 843 - 861
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On fusing the latent deep CNN feature for image classification
Authors (first, second and last of 5)
- Xueliang Liu
- Rongjie Zhang
- Guangcan Liu
- Content type: OriginalPaper
- Published: 15 June 2018
- Pages: 423 - 436
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MARES: multitask learning algorithm for Web-scale real-time event summarization
Authors (first, second and last of 7)
- Min Yang
- Wenting Tu
- Ying Shen
- Content type: OriginalPaper
- Published: 02 June 2018
- Pages: 499 - 515
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ProfitLeader: identifying leaders in networks with profit capacity
Authors (first, second and last of 4)
- Zhongjing Yu
- Junming Shao
- Zejun Sun
- Content type: OriginalPaper
- Published: 21 May 2018
- Pages: 533 - 553
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Deep learning approaches for video-based anomalous activity detection
Authors
- Karishma Pawar
- Vahida Attar
- Content type: OriginalPaper
- Published: 03 May 2018
- Pages: 571 - 601
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Co-regularized kernel ensemble regression
Authors (first, second and last of 5)
- Dickson Keddy Wornyo
- Xiang-Jun Shen
- Shu-Cheng Huang
- Content type: OriginalPaper
- Published: 27 April 2018
- Pages: 717 - 734
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Dilated-aware discriminative correlation filter for visual tracking
Authors (first, second and last of 6)
- Guoxia Xu
- Hu Zhu
- Huimin Lu
- Content type: OriginalPaper
- Published: 20 April 2018
- Pages: 791 - 805
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Multi-scale deep context convolutional neural networks for semantic segmentation
Authors (first, second and last of 7)
- Quan Zhou
- Wenbing Yang
- Longin Jan Latecki
- Content type: OriginalPaper
- Published: 19 April 2018
- Pages: 555 - 570
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Effective shortest travel-time path caching and estimating for location-based services
Authors (first, second and last of 6)
- Detian Zhang
- An Liu
- Qing Li
- Content type: OriginalPaper
- Published: 16 April 2018
- Pages: 455 - 475
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Predicting e-book ranking based on the implicit user feedback
Authors (first, second and last of 7)
- Bin Cao
- Chenyu Hou
- Shuiguang Deng
- Content type: OriginalPaper
- Published: 14 April 2018
- Pages: 637 - 655
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Deep adversarial metric learning for cross-modal retrieval
Authors (first, second and last of 5)
- Xing Xu
- Li He
- Yanli Ji
- Content type: OriginalPaper
- Published: 04 April 2018
- Pages: 657 - 672
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Protecting multi-party privacy in location-aware social point-of-interest recommendation
Authors (first, second and last of 6)
- Weiqi Wang
- An Liu
- Xiaofang Zhou
- Content type: OriginalPaper
- Published: 04 April 2018
- Pages: 863 - 883
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Context-aware graph pattern based top-k designated nodes finding in social graphs
Authors (first, second and last of 6)
- Guanfeng Liu
- Qun Shi
- Jiajie Xu
- Content type: OriginalPaper
- Published: 24 March 2018
- Pages: 751 - 770
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Class consistent hashing for fast Web data searching
Authors (first, second and last of 4)
- Xin Luo
- Ye Wu
- Xin-Shun Xu
- Content type: OriginalPaper
- Published: 17 March 2018
- Pages: 477 - 497
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Exploiting long-term temporal dynamics for video captioning
Authors
- Yuyu Guo
- Jingqiu Zhang
- Lianli Gao
- Content type: OriginalPaper
- Published: 02 March 2018
- Pages: 735 - 749
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Residual attention-based LSTM for video captioning
Authors (first, second and last of 4)
- Xiangpeng Li
- Zhilong Zhou
- Lianli Gao
- Content type: OriginalPaper
- Published: 26 February 2018
- Pages: 621 - 636
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Global-view hashing: harnessing global relations in near-duplicate video retrieval
Authors (first, second and last of 6)
- Weizhen Jing
- Xiushan Nie
- Yilong Yin
- Content type: OriginalPaper
- Published: 26 February 2018
- Pages: 771 - 789
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Practical k-agents search algorithm towards information retrieval in complex networks
Authors
- Pengfei Liu
- Minyu Feng
- Ming Liu
- Content type: OriginalPaper
- Published: 23 January 2018
- Pages: 885 - 905
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Low-rank hypergraph feature selection for multi-output regression
Authors (first, second and last of 6)
- Xiaofeng Zhu
- Rongyao Hu
- Can Wang
- Content type: OriginalPaper
- Published: 08 December 2017
- Pages: 517 - 531
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A resource-aware approach for authenticating privacy preserving GNN queries
Authors (first, second and last of 4)
- Yan Dai
- Jie Shao
- Long Guo
- Content type: OriginalPaper
- Published: 06 December 2017
- Pages: 437 - 454