| 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 | 143 | 2017 |
| 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 | 117 | 2015 |
| Sequential data cleaning: A statistical approach A Zhang, S Song, J Wang Proceedings of the 2016 International Conference on Management of Data, 909-924, 2016 | 80 | 2016 |
| 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 | 62 | 2015 |
| Attention-based learning for missing data imputation in HoloClean R Wu, A Zhang, I Ilyas, T Rekatsinas Proceedings of Machine Learning and Systems 2, 307-325, 2020 | 60 | 2020 |
| Enriching data imputation under similarity rule constraints S Song, Y Sun, A Zhang, L Chen, J Wang IEEE transactions on knowledge and data engineering 32 (2), 275-287, 2018 | 58 | 2018 |
| 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 | 39 | 2019 |
| A survey of approximate quantile computation on large-scale data Z Chen, A Zhang IEEE Access 8, 34585-34597, 2020 | 24 | 2020 |
| Sampling for big data profiling: A survey Z Liu, A Zhang IEEE Access 8, 72713-72726, 2020 | 23 | 2020 |
| IoT data quality S Song, A Zhang Proceedings of the 29th ACM International Conference on Information …, 2020 | 19 | 2020 |
| Stream data cleaning under speed and acceleration constraints S Song, F Gao, A Zhang, J Wang, PS Yu ACM Transactions on Database Systems (TODS) 46 (3), 1-44, 2021 | 7 | 2021 |
| A survey on sampling and profiling over big data (technical report) Z Liu, A Zhang arXiv preprint arXiv:2005.05079, 2020 | 7 | 2020 |
| Time series data cleaning: From anomaly detection to anomaly repairing (technical report) A Zhang, S Song, J Wang, PS Yu arXiv preprint arXiv:2003.12396, 2020 | 3 | 2020 |
| ATR: automatic trajectory repairing with movement tendencies P Zhao, A Zhang, C Zhang, J Li, Q Zhao, W Rao IEEE Access 8, 4122-4132, 2019 | 3 | 2019 |
| Consistent subgraph matching over large graphs Y Yuan, D Ma, A Zhang, G Wang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2536-2548, 2022 | 2 | 2022 |
| Efficient authentication processing for spatial keyword queries in hybrid storage blockchain X Wang, Z Zhang, X Yang, G Wang, A Zhang, G Yuan The 2022 4th International Conference on Blockchain Technology, 22-30, 2022 | 2 | 2022 |
| Learning Individual Models for Imputation (Technical Report) A Zhang, S Song, Y Sun, J Wang arXiv preprint arXiv:2004.03436, 2020 | 2 | 2020 |
| Streaming data cleaning based on speed change H Wang, A Zhang, S Song, J Wang The VLDB Journal 33 (1), 1-24, 2024 | | 2024 |
| An Experimental Evaluation of Anomaly Detection in Time Series A Zhang, S Deng, D Cui, Y Yuan, G Wang Proceedings of the VLDB Endowment 17 (3), 483-496, 2023 | | 2023 |
| Sampling for Big Data Profiling: A Survey ZL ABAY, A ZHANG | | |
Jianmin WangSchool of Software, Tsinghua UniversityVerified email at tsinghua.edu.cn
