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Shaoxu Song
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Differential dependencies: Reasoning and discovery
S Song, L Chen
ACM Transactions on Database Systems (TODS) 36 (3), 1-41, 2011
1622011
Time series data cleaning: From anomaly detection to anomaly repairing
A Zhang, S Song, J Wang, PS Yu
Proceedings of the VLDB Endowment 10 (10), 1046-1057, 2017
1572017
Semantic SPARQL similarity search over RDF knowledge graphs
W Zheng, L Zou, W Peng, X Yan, S Song, D Zhao
Proceedings of the VLDB Endowment 9 (11), 840-851, 2016
1322016
SCREEN: stream data cleaning under speed constraints
S Song, A Zhang, J Wang, PS Yu
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
1232015
Sequential Data Cleaning: A Statistical Approach
A Zhang, S Song, J Wang
Proceedings of the 2016 ACM SIGMOD International Conference on Management of …, 2016
972016
Cleaning Structured Event Logs: A Graph Repair Approach
J Wang, S Song, X Lin, X Zhu, J Pei
Data Engineering (ICDE), 2015 IEEE 31th International Conference on, 2015
792015
How to build templates for RDF question/answering: An uncertain graph similarity join approach
W Zheng, L Zou, X Lian, JX Yu, S Song, D Zhao
Proceedings of the 2015 ACM SIGMOD international conference on management of …, 2015
772015
Enriching data imputation under similarity rule constraints
S Song, Y Sun, A Zhang, L Chen, J Wang
IEEE transactions on knowledge and data engineering, 2020
712020
Enriching data imputation with extensive similarity neighbors
S Song, A Zhang, L Chen, J Wang
Proceedings of the VLDB Endowment 8 (11), 1286-1297, 2015
652015
Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data
S Song, C Li, X Zhang
Proceedings of the 21th ACM SIGKDD international conference on Knowledge …, 2015
612015
Efficient discovery of similarity constraints for matching dependencies
S Song, L Chen
Data & Knowledge Engineering 87, 146-166, 2013
612013
Efficient recovery of missing events
J Wang, S Song, X Zhu, X Lin
Proceedings of the VLDB Endowment 6 (10), 841-852, 2013
602013
Repairing vertex labels under neighborhood constraints
S Song, H Cheng, JX Yu, L Chen
Proceedings of the VLDB Endowment 7 (11), 987-998, 2014
592014
Discovering matching dependencies
S Song, L Chen
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
592009
Cleaning timestamps with temporal constraints
S Song, Y Cao, J Wang
Proceedings of the VLDB Endowment 9 (10), 708-719, 2016
572016
Consistent query answers in inconsistent probabilistic databases
X Lian, L Chen, S Song
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
522010
Efficient recovery of missing events
J Wang, S Song, X Zhu, X Lin, J Sun
IEEE Transactions on Knowledge and Data Engineering 28 (11), 2943-2957, 2016
492016
Learning individual models for imputation
A Zhang, S Song, Y Sun, J Wang
2019 IEEE 35th International Conference on Data Engineering (ICDE), 160-171, 2019
482019
Comparable dependencies over heterogeneous data
S Song, L Chen, PS Yu
The VLDB Journal 22 (2), 253-274, 2013
442013
Discovering conditional matching rules
Y Wang, S Song, L Chen, JX Yu, H Cheng
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (4), 1-38, 2017
402017
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