World Wide Web

Editor’s Note - Special Issue on Deep vs. Shallow: Learning for Emerging Web-scale Data Computing and Applications

On fusing the latent deep CNN feature for image classification

Xueliang Liu, Rongjie Zhang, Zhijun Meng, Richang Hong, Guangcan Liu

A resource-aware approach for authenticating privacy preserving GNN queries

Yan Dai, Jie Shao, Gang Hu, Long Guo

Effective shortest travel-time path caching and estimating for location-based services

Detian Zhang, An Liu, Zhixu Li, Gangyong Jia, Fei Chen, Qing Li

Class consistent hashing for fast Web data searching

Xin Luo, Ye Wu, Wan-Jin Yu, Xin-Shun Xu

MARES: multitask learning algorithm for Web-scale real-time event summarization

Min Yang, Wenting Tu, Qiang Qu, Kai Lei, Xiaojun Chen, Jia Zhu, Ying Shen

Low-rank hypergraph feature selection for multi-output regression

Xiaofeng Zhu, Rongyao Hu, Cong Lei, Kim Han Thung, Wei Zheng, Can Wang

ProfitLeader: identifying leaders in networks with profit capacity

Zhongjing Yu, Junming Shao, Qinli Yang, Zejun Sun

Multi-scale deep context convolutional neural networks for semantic segmentation

Quan Zhou, Wenbing Yang, Guangwei Gao, Weihua Ou, Huimin Lu, Jie Chen, Longin Jan Latecki

Deep learning approaches for video-based anomalous activity detection

Karishma Pawar, Vahida Attar

A novel approach for Web page modeling in personal information extraction

Wei Yuliang, Zhou Qi, Lv Fang, Han Xixian, Xin Guodong, Wang Bailing

Residual attention-based LSTM for video captioning

Xiangpeng Li, Zhilong Zhou, Lijiang Chen, Lianli Gao

Predicting e-book ranking based on the implicit user feedback

Bin Cao, Chenyu Hou, Hongjie Peng, Jing Fan, Jian Yang, Jianwei Yin, Shuiguang Deng

Deep adversarial metric learning for cross-modal retrieval

Xing Xu, Li He, Huimin Lu, Lianli Gao, Yanli Ji

Group sparse reduced rank regression for neuroimaging genetic study

Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen

Abnormal event detection in tourism video based on salient spatio-temporal features and sparse combination learning

Yue Geng, Junping Du, Meiyu Liang

Co-regularized kernel ensemble regression

Dickson Keddy Wornyo, Xiang-Jun Shen, Yong Dong, Liangjun Wang, Shu-Cheng Huang

Exploiting long-term temporal dynamics for video captioning

Yuyu Guo, Jingqiu Zhang, Lianli Gao

Context-aware graph pattern based top-k designated nodes finding in social graphs

Guanfeng Liu, Qun Shi, Kai Zheng, Zhixu Li, An Liu, Jiajie Xu

Global-view hashing: harnessing global relations in near-duplicate video retrieval

Weizhen Jing, Xiushan Nie, Chaoran Cui, Xiaoming Xi, Gongping Yang, Yilong Yin

Dilated-aware discriminative correlation filter for visual tracking

Guoxia Xu, Hu Zhu, Lizhen Deng, Lixin Han, Yujie Li, Huimin Lu

Generalized zero-shot learning for action recognition with web-scale video data

Kun Liu, Wu Liu, Huadong Ma, Wenbing Huang, Xiongxiong Dong

Semi-supervised cross-modal learning for cross modal retrieval and image annotation

Fuhao Zou, Xingqiang Bai, Chaoyang Luan, Kai Li, Yunfei Wang, Hefei Ling

An emotion-based responding model for natural language conversation

Feng Liu, Qirong Mao, Liangjun Wang, Nelson Ruwa, Jianping Gou, Yongzhao Zhan

Protecting multi-party privacy in location-aware social point-of-interest recommendation

Weiqi Wang, An Liu, Zhixu Li, Xiangliang Zhang, Qing Li, Xiaofang Zhou

Practical k-agents search algorithm towards information retrieval in complex networks

Pengfei Liu, Minyu Feng, Ming Liu

Low-rank dimensionality reduction for multi-modality neurodegenerative disease identification

Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen