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Semantic Scholar20. DASFAA 2015: Hanoi, Vietnam - Volume 1
Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema:
Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9049, Springer 2015, ISBN 978-3-319-18119-6
Data Mining I
- Xiaoying Wu, Dimitri Theodoratos:
Leveraging Homomorphisms and Bitmaps to Enable the Mining of Embedded Patterns from Large Data Trees. 3-20 - Zhou Zhao, Furu Wei, Ming Zhou, Wilfred Ng:
Cold-Start Expert Finding in Community Question Answering via Graph Regularization. 21-38 - Hao Yang, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Changjie Tang, Xiaosong Li:
Mining Itemset-based Distinguishing Sequential Patterns with Gap Constraint. 39-54 - Tomasz Kusmierczyk, Kjetil Nørvåg:
Mining Correlations on Massive Bursty Time Series Collections. 55-71
Data Streams and Time Series
- Jianneng Cao, Yongluan Zhou, Min Wu:
Adaptive Grid-Based k-median Clustering of Streaming Data with Accuracy Guarantee. 75-91 - Kento Sugiura, Yoshiharu Ishikawa, Yuya Sasaki:
Grouping Methods for Pattern Matching in Probabilistic Data Streams. 92-107 - Xudong Gong, Yan Xiong, Wenchao Huang, Lei Chen, Qiwei Lu, Yiqing Hu:
Fast Similarity Search of Multi-Dimensional Time Series via Segment Rotation. 108-124
Database Storage and Index I
- Jiangtao Wang, Zhiliang Guo, Xiaofeng Meng:
SASS: A High-Performance Key-Value Store Design for Massive Hybrid Storage. 145-159 - Jiangtao Wang, Zhiliang Guo, Xiaofeng Meng:
An Efficient Design and Implementation of Multi-level Cache for Database Systems. 160-174 - Zhiwen Jiang, Yong Zhang, Jin Wang, Chunxiao Xing:
A Cost-aware Buffer Management Policy for Flash-based Storage Devices. 175-190
Spatio-Temporal Data I
- Peiquan Jin, Jiang Du, Chuanglin Huang, Shouhong Wan, Lihua Yue:
Detecting Hotspots from Trajectory Data in Indoor Spaces. 209-225 - Jiajie Xu, Guanfeng Liu, Kai Zheng, Chengfei Liu, Haoming Guo, Zhiming Ding:
On Efficient Passenger Assignment for Group Transportation. 226-243 - Chenghao Zhu, Jiajie Xu, Chengfei Liu, Pengpeng Zhao, An Liu, Lei Zhao:
Efficient Trip Planning for Maximizing User Satisfaction. 260-276
Modern Computing Platform
- Lin Cheng, Greg Butler:
Accelerating Search of Protein Sequence Databases using CUDA-Enabled GPU. 279-298 - Ha Nguyen Tran, Jung-jae Kim, Bingsheng He:
Fast Subgraph Matching on Large Graphs using Graphics Processors. 299-315 - Denis Weerasiri, Boualem Benatallah, Moshe Chai Barukh:
Process-driven Configuration of Federated Cloud Resources. 334-350
Social Networks I
- Deqing Yang, Yanghua Xiao, Hanghang Tong, Junjun Zhang, Wei Wang:
An Integrated Tag Recommendation Algorithm Towards Weibo User Profiling. 353-373 - Jing Shan, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu:
An Efficient Approach of Overlapping Communities Search. 374-388 - Xinyu Wang, Zhou Zhao, Wilfred Ng:
A Comparative Study of Team Formation in Social Networks. 389-404 - Senzhang Wang, Honghui Zhang, Jiawei Zhang, Xiaoming Zhang, Philip S. Yu, Zhoujun Li:
Inferring Diffusion Networks with Sparse Cascades by Structure Transfer. 405-421
Information Integration and Data Quality
- Qing Chen, Zijing Tan, Chu He, Chaofeng Sha, Wei Wang:
Repairing Functional Dependency Violations in Distributed Data. 441-457 - Chenchen Sun, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu:
GB-JER: A Graph-Based Model for Joint Entity Resolution. 458-473 - Qing Wang, Klaus-Dieter Schewe, Woods Wang:
Provenance-Aware Entity Resolution: Leveraging Provenance to Improve Quality. 474-490
Information Retrieval and Summarization
- Silviu Homoceanu, Wolf-Tilo Balke:
A Chip Off the Old Block - Extracting Typical Attributes for Entities Based on Family Resemblance. 493-509 - Nguyen Quoc Viet Hung, Do Son Thanh, Nguyen Thanh Tam, Karl Aberer:
Tag-Based Paper Retrieval: Minimizing User Effort with Diversity Awareness. 510-528 - Fei Bi, Lijun Chang, Wenjie Zhang, Xuemin Lin:
Efficient String Similarity Search: A Cross Pivotal Based Approach. 545-564
Security and Privacy
- Sen Su, Han Yan, Xiang Cheng, Peng Tang, Peng Xu, Jianliang Xu:
Authentication of Top-k Spatial Keyword Queries in Outsourced Databases. 567-588 - Sen Su, Yiping Teng, Xiang Cheng, Yulong Wang, Guoliang Li:
Privacy-Preserving Top-k Spatial Keyword Queries over Outsourced Database. 589-608 - Lu Wang, Xiaofeng Meng, Haibo Hu, Jianliang Xu:
Bichromatic Reverse Nearest Neighbor Query without Information Leakage. 609-624
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