Shaoxu Song

Publications

Journal Papers

  1. Ruihong Huang, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi: Effective and Efficient Retrieval of Structured Entities. PVLDB 13(6): 826-839 (2020)
  2. Shaoxu Song0000-0002-9503-2755, Yu Sun0000-0001-7005-554X, Aoqian Zhang0000-0003-4059-6913, Lei Chen0000-0002-8257-5806, Jianmin Wang0000-0001-6841-7943: Enriching Data Imputation under Similarity Rule Constraints. IEEE Trans. Knowl. Data Eng. 32(2): 275-287 (2020)
  3. Yu Gao0000-0002-1680-9782, Shaoxu Song0000-0002-9503-2755, Xiaochen Zhu, Jianmin Wang, Xiang Lian0000-0001-7681-3807, Lei Zou0000-0002-8586-4400: Matching Heterogeneous Event Data. IEEE Trans. Knowl. Data Eng. 30(11): 2157-2170 (2018)
  4. Aoqian Zhang, Shaoxu Song0000-0002-9503-2755, Jianmin Wang, Philip S. Yu: Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing. PVLDB 10(10): 1046-1057 (2017)
  5. Yihan Wang, Shaoxu Song0000-0002-9503-2755, Lei Chen, Jeffrey Xu Yu, Hong Cheng: Discovering Conditional Matching Rules. TKDD 11(4): 46:1-46:38 (2017)
  6. Shaoxu Song0000-0002-9503-2755, Yu Gao, Chaokun Wang, Xiaochen Zhu, Jianmin Wang, Philip S. Yu0000-0002-3491-5968: Matching Heterogeneous Events with Patterns. IEEE Trans. Knowl. Data Eng. 29(8): 1695-1708 (2017)
  7. Shaoxu Song0000-0002-9503-2755, Boge Liu, Hong Cheng, Jeffrey Xu Yu, Lei Chen: Graph repairing under neighborhood constraints. VLDB J. 26(5): 611-635 (2017)
  8. Fei Gao, Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Jianmin Wang: Efficient Set-Correlation Operator Inside Databases. J. Comput. Sci. Technol. 31(4): 683-701 (2016)
  9. Shaoxu Song0000-0002-9503-2755, Yue Cao, Jianmin Wang: Cleaning Timestamps with Temporal Constraints. PVLDB 9(10): 708-719 (2016)
  10. Weiguo Zheng, Lei Zou, Wei Peng, Xifeng Yan, Shaoxu Song0000-0002-9503-2755, Dongyan Zhao: Semantic SPARQL Similarity Search Over RDF Knowledge Graphs. PVLDB 9(11): 840-851 (2016)
  11. Yihan Wang, Shaoxu Song0000-0002-9503-2755, Lei Chen: A Survey on Accessing Dataspaces. SIGMOD Rec. 45(2): 33-44 (2016)
  12. Jianmin Wang, Shaoxu Song0000-0002-9503-2755, Xiaochen Zhu, Xuemin Lin0000-0003-2396-7225, Jiaguang Sun: Efficient Recovery of Missing Events. IEEE Trans. Knowl. Data Eng. 28(11): 2943-2957 (2016)
  13. Xiangdong Huang, Jianmin Wang, Yu Zhong, Shaoxu Song0000-0002-9503-2755, Philip S. Yu: Optimizing data partition for scaling out NoSQL cluster. Concurr. Comput. Pract. Exp. 27(18): 5793-5809 (2015)
  14. Shaoxu Song0000-0002-9503-2755, Aoqian Zhang, Lei Chen, Jianmin Wang: Enriching Data Imputation with Extensive Similarity Neighbors. PVLDB 8(11): 1286-1297 (2015)
  15. Shaoxu Song0000-0002-9503-2755, Han Zhu, Lei Chen0000-0002-8257-5806: Probabilistic correlation-based similarity measure on text records. Inf. Sci. 289: 8-24 (2014)
  16. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Hong Cheng: On Concise Set of Relative Candidate Keys. PVLDB 7(12): 1179-1190 (2014)
  17. Shaoxu Song0000-0002-9503-2755, Hong Cheng, Jeffrey Xu Yu, Lei Chen0000-0002-8257-5806: Repairing Vertex Labels under Neighborhood Constraints. PVLDB 7(11): 987-998 (2014)
  18. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Hong Cheng: Efficient Determination of Distance Thresholds for Differential Dependencies. IEEE Trans. Knowl. Data Eng. 26(9): 2179-2192 (2014)
  19. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806: Efficient discovery of similarity constraints for matching dependencies. Data Knowl. Eng. 87: 146-166 (2013)
  20. Jianmin Wang, Shaoxu Song0000-0002-9503-2755, Xiaochen Zhu, Xuemin Lin0000-0003-2396-7225: Efficient Recovery of Missing Events. PVLDB 6(10): 841-852 (2013)
  21. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Philip S. Yu: Comparable dependencies over heterogeneous data. VLDB J. 22(2): 253-274 (2013)
  22. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806: Indexing dataspaces with partitions. World Wide Web 16(2): 141-170 (2013)
  23. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Jeffrey Xu Yu: Answering Frequent Probabilistic Inference Queries in Databases. IEEE Trans. Knowl. Data Eng. 23(4): 512-526 (2011)
  24. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Mingxuan Yuan: Materialization and Decomposition of Dataspaces for Efficient Search. IEEE Trans. Knowl. Data Eng. 23(12): 1872-1887 (2011)
  25. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806: Differential dependencies: Reasoning and discovery. ACM Trans. Database Syst. 36(3): 16:1-16:41 (2011)

Conference Papers

  1. Ruihong Huang, Zhiwei Chen, Zhicheng Liu, Shaoxu Song, Jianmin Wang: TsOutlier: Explaining Outliers with Uniform Profiles over IoT Data. BigData 2019: 2024-2027
  2. Chenguang Fang, Shaoxu Song, Zhiwei Chen, Acan Gui: Fine-Grained Fuel Consumption Prediction. CIKM 2019: 2783-2791
  3. Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang: Learning Individual Models for Imputation. ICDE 2019: 160-171
  4. Shaoxu Song0000-0002-9503-2755, Han Zhu, Jianmin Wang: Constraint-Variance Tolerant Data Repairing. SIGMOD Conference 2016: 877-892
  5. Aoqian Zhang, Shaoxu Song0000-0002-9503-2755, Jianmin Wang: Sequential Data Cleaning: A Statistical Approach. SIGMOD Conference 2016: 909-924
  6. Jianmin Wang, Shaoxu Song0000-0002-9503-2755, Xuemin Lin0000-0003-2396-7225, Xiaochen Zhu, Jian Pei: Cleaning structured event logs: A graph repair approach. ICDE 2015: 30-41
  7. Shaoxu Song0000-0002-9503-2755, Chunping Li, Xiaoquan Zhang: Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data. KDD 2015: 1115-1124
  8. Shaoxu Song0000-0002-9503-2755, Aoqian Zhang, Jianmin Wang, Philip S. Yu: SCREEN: Stream Data Cleaning under Speed Constraints. SIGMOD Conference 2015: 827-841
  9. Weiguo Zheng, Lei Zou, Xiang Lian0000-0001-7681-3807, Jeffrey Xu Yu, Shaoxu Song0000-0002-9503-2755, Dongyan Zhao: How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. SIGMOD Conference 2015: 1809-1824
  10. Xiaochen Zhu, Shaoxu Song0000-0002-9503-2755, Jianmin Wang, Philip S. Yu, Jiaguang Sun: Matching heterogeneous events with patterns. ICDE 2014: 376-387
  11. Xiaochen Zhu, Shaoxu Song0000-0002-9503-2755, Xiang Lian0000-0001-7681-3807, Jianmin Wang, Lei Zou: Matching heterogeneous event data. SIGMOD Conference 2014: 1211-1222
  12. Jian Wu, Chunping Li, Yishu Miao, Shaoxu Song0000-0002-9503-2755, Li Li, Qiang Ding: Context-aware reasoning middle ware applied in the mobile environment. ICMLC 2013: 1829-1835
  13. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Hong Cheng: Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints. ICDE 2012: 846-857
  14. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806, Philip S. Yu: On data dependencies in dataspaces. ICDE 2011: 470-481
  15. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806: Efficient set-correlation operator inside databases. CIKM 2010: 139-148
  16. Xiang Lian0000-0001-7681-3807, Lei Chen0000-0002-8257-5806, Shaoxu Song0000-0002-9503-2755: Consistent query answers in inconsistent probabilistic databases. SIGMOD Conference 2010: 303-314
  17. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806: Discovering matching dependencies. CIKM 2009: 1421-1424
  18. Shaoxu Song0000-0002-9503-2755, Lei Chen0000-0002-8257-5806: Probabilistic correlation-based similarity measure of unstructured records. CIKM 2007: 967-970
  19. Shaoxu Song0000-0002-9503-2755, Lei Chen: Similarity Joins of Text with Incomplete Information Formats. DASFAA 2007: 313-324
  20. Shaoxu Song0000-0002-9503-2755, Chunping Li: Improved ROCK for Text Clustering Using Asymmetric Proximity. SOFSEM 2006: 501-510
  21. Shaoxu Song0000-0002-9503-2755, Chunping Li: Semantic Correlation Network Based Text Clustering. Australian Conference on Artificial Intelligence 2005: 604-613
  22. Shaoxu Song0000-0002-9503-2755, Jian Zhang, Chunping Li: Concept Chain Based Text Clustering. CIS (1) 2005: 713-720
  23. Shaoxu Song, Chunping Li: TCUAP: A Novel Approach of Text Clustering Using Asymmetric Proximity. IICAI 2005: 676-685

Editorship

  1. Shaoxu Song0000-0002-9503-2755, Matthias Renz, Yang-Sae Moon: Web and Big Data - APWeb-WAIM 2017 International Workshops: MWDA, HotSpatial, GDMA, DDC, SDMA, MASS, Beijing, China, July 7-9, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10612, Springer 2017, ISBN 978-3-319-69780-2 [contents]
  2. Shaoxu Song0000-0002-9503-2755, Yongxin Tong: Web-Age Information Management - WAIM 2016 International Workshops, MWDA, SDMMW, and SemiBDMA, Nanchang, China, June 3-5, 2016, Revised Selected Papers. Lecture Notes in Computer Science 9998, 2016, ISBN 978-3-319-47120-4 [contents]