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28th ADC 2017: Brisbane, QLD, Australia
- Zi Huang, Xiaokui Xiao, Xin Cao:
Databases Theory and Applications - 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, Australia, September 25-28, 2017, Proceedings. Lecture Notes in Computer Science 10538, Springer 2017, ISBN 978-3-319-68154-2
Spatial Databases
- Sabbir Ahmad, Rafi Kamal, Mohammed Eunus Ali, Jianzhong Qi, Peter Scheuermann, Egemen Tanin:
The Flexible Group Spatial Keyword Query. 3-16 - Lingxiao Li, David Taniar, Maria Indrawan-Santiago, Zhou Shao:
Surrounding Join Query Processing in Spatial Databases. 17-28 - Munkh-Erdene Yadamjav, Sheng Wang, Zhifeng Bao, Bang Zhang:
Boosting Point-Based Trajectory Search with Quad-Tree. 29-41
Query Processing
- Abdullah M. Albarrak, Mohamed A. Sharaf:
Query Refinement for Correlation-Based Time Series Exploration. 45-58 - M. Asif Naeem, Kim Tung Nguyen, Gerald Weber:
A Multi-way Semi-stream Join for a Near-Real-Time Data Warehouse. 59-70 - Boyu Ruan, Wen Hua, Ruiyuan Zhang, Xiaofang Zhou:
Decomposition-Based Approximation of Time Series Data with Max-Error Guarantees. 71-82
Similarity Search
- Pengcheng Yuan, Qinpei Zhao, Weixiong Rao, Mingxuan Yuan, Jia Zeng:
Searching k-Nearest Neighbor Trajectories on Road Networks. 85-97 - Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Efficient Supervised Hashing via Exploring Local and Inner Data Structure. 98-109 - Luyao Liu, Lei Zhu, Zhihui Li:
Learning Robust Graph Hashing for Efficient Similarity Search. 110-122
Data Mining
- Chi Thang Duong, Quoc Viet Hung Nguyen, Sen Wang, Bela Stantic:
Provenance-Based Rumor Detection. 125-137 - Forough Rezaei Boroujeni, Bela Stantic, Sen Wang:
An Embedded Feature Selection Framework for Hybrid Data. 138-150 - Siuly Siuly, Roozbeh Zarei, Hua Wang, Yanchun Zhang:
A New Data Mining Scheme for Analysis of Big Brain Signal Data. 151-164 - Wei Shi, Zheng Liu, Weiguo Zheng, Jeffrey Xu Yu:
Extracting Keyphrases Using Heterogeneous Word Relations. 165-177 - Sharon X. Lee:
Mining High-Dimensional CyTOF Data: Concurrent Gating, Outlier Removal, and Dimension Reduction. 178-189
AI for Big Data
- Jingjing Li, Ke Lu, Lei Zhu, Zhihui Li:
Locality-Constrained Transfer Coding for Heterogeneous Domain Adaptation. 193-204 - Cheng Luo, Yukun Zheng, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma:
Training Deep Ranking Model with Weak Relevance Labels. 205-216 - Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
A Deep Approach for Multi-modal User Attribute Modeling. 217-230
Potpourri
- Hai Lan, Yuwei Peng:
Reversible Fragile Watermarking for Fine-Grained Tamper Localization in Spatial Data. 233-247 - Liangfu Cao, Lianli Gao, Jingkuan Song, Xing Xu, Heng Tao Shen:
Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering. 248-260 - Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Ning Xie, Heng Tao Shen:
Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database. 261-272
Demo Papers
- Deming Chu, Zhitao Shen, Yu Zhang, Shiyu Yang, Xuemin Lin:
Real-Time Popularity Prediction on Instagram. 275-279 - Shanqing Jiang, Chengyuan Zhang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Muhammad Aamir Cheema, Xiaoyang Wang:
DSKQ: A System for Efficient Processing of Diversified Spatial-Keyword Query. 280-284
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