Shaoxu Song

Xiaojie Yuan

IEEE Trans. Knowl. Data Eng., February, 2024

Streaming data cleaning based on speed change.

[BibT_eX]

[DOI]

VLDB J., January, 2024

Time-tired compaction: An elastic compaction scheme for LSM-tree based time-series database.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2024

2023

Efficiently Cleaning Structured Event Logs: A Graph Repair Approach.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., March, 2023

TsQuality: Measuring Time Series Data Quality in Apache IoTDB.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

CORE-Sketch: On Exact Computation of Median Absolute Deviation with Limited Space.

[BibT_eX]

[DOI]

Haoquan Guan

Ziling Chen

Proc. VLDB Endow., 2023

Time Series Data Validity.

[BibT_eX]

[DOI]

Yunxiang Su

Yikun Gong

Proc. ACM Manag. Data, 2023

Grouping Time Series for Efficient Columnar Storage.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Apache IoTDB: A Time Series Database for IoT Applications.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Learning Autoregressive Model in LSM-Tree based Store.

[BibT_eX]

[DOI]

Yunxiang Su

Wenxuan Ma

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Backward-Sort for Time Series in Apache IoTDB.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Data Dependencies Extended for Variety and Veracity: A Family Tree (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Discovering Editing Rules by Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Non-Blocking Raft for High Throughput IoT Data.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Matrix Factorization with Landmarks for Spatial Data.

[BibT_eX]

[DOI]

Chenguang Fang

Yinan Mei

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Data Dependencies Extended for Variety and Veracity: A Family Tree.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Frequency Domain Data Encoding in Apache IoTDB.

[BibT_eX]

[DOI]

Haoyu Wang

Proc. VLDB Endow., 2022

On Repairing Timestamps for Regular Interval Time Series.

[BibT_eX]

[DOI]

Chenguang Fang

Yinan Mei

Proc. VLDB Endow., 2022

Confidence Bounded Replica Currency Estimation.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

On Aligning Tuples for Regression.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Conditional Regression Rules.

[BibT_eX]

[DOI]

Rui Kang

Chaokun Wang

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Cleaning timestamps with temporal constraints.

[BibT_eX]

[DOI]

VLDB J., 2021

Stream Data Cleaning under Speed and Acceleration Constraints.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2021

Approximating Median Absolute Deviation with Bounded Error.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

EXPERIENCE: Algorithms and Case Study for Explaining Repairs with Uniform Profiles over IoT Data.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2021

Time Series Data Cleaning under Multi-Speed Constraints.

[BibT_eX]

[DOI]

Fei Gao

Int. J. Softw. Informatics, 2021

Why Not Match: On Explanations of Event Pattern Queries.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

On Saving Outliers for Better Clustering over Noisy Data.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

From Minimum Change to Maximum Density: On S-Repair under Integrity Constraints.

[BibT_eX]

[DOI]

Yu Sun

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Capturing Semantics for Imputation with Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Enriching Data Imputation under Similarity Rule Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Effective and Efficient Retrieval of Structured Entities.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Editorial: Special Issue on Metadata Discovery for Assessing Data Quality.

[BibT_eX]

[DOI]

Giuseppe Polese

Vincenzo Deufemia

ACM J. Data Inf. Qual., 2020

Learning Individual Models for Imputation (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2020

Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2020

Imputing Various Incomplete Attributes via Distance Likelihood Maximization.

[BibT_eX]

[DOI]

Yu Sun

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Representing Temporal Attributes for Schema Matching.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Swapping Repair for Misplaced Attribute Values.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

IoT Data Quality.

[BibT_eX]

[DOI]

Aoqian Zhang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE SmartWorld, 2019

Learning Individual Models for Imputation.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Fine-Grained Fuel Consumption Prediction.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TsOutlier: Explaining Outliers with Uniform Profiles over IoT Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Matching Heterogeneous Event Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

2017

Graph repairing under neighborhood constraints.

[BibT_eX]

[DOI]

VLDB J., 2017

Response to "Differential Dependencies Revisited".

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2017

Matching Heterogeneous Events with Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Discovering Conditional Matching Rules.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

2016

Efficient Recovery of Missing Events.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

A Survey on Accessing Dataspaces.

[BibT_eX]

[DOI]

Yihan Wang

SIGMOD Rec., 2016

Semantic SPARQL Similarity Search Over RDF Knowledge Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Cleaning Timestamps with Temporal Constraints.

[BibT_eX]

[DOI]

Yue Cao

Proc. VLDB Endow., 2016

Efficient Set-Correlation Operator Inside Databases.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2016

Sequential Data Cleaning: A Statistical Approach.

[BibT_eX]

[DOI]

Aoqian Zhang

Proceedings of the 2016 International Conference on Management of Data, 2016

Constraint-Variance Tolerant Data Repairing.

[BibT_eX]

[DOI]

Han Zhu

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Enriching Data Imputation with Extensive Similarity Neighbors.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Optimizing data partition for scaling out NoSQL cluster.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

SCREEN: Stream Data Cleaning under Speed Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data.

[BibT_eX]

[DOI]

Xiaoquan Zhang

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Cleaning structured event logs: A graph repair approach.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

Efficient Determination of Distance Thresholds for Differential Dependencies.

[BibT_eX]

[DOI]

Hong Cheng

IEEE Trans. Knowl. Data Eng., 2014

Repairing Vertex Labels under Neighborhood Constraints.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

On Concise Set of Relative Candidate Keys.

[BibT_eX]

[DOI]

Hong Cheng

Proc. VLDB Endow., 2014

Probabilistic correlation-based similarity measure on text records.

[BibT_eX]

[DOI]

Han Zhu

Inf. Sci., 2014

Matching heterogeneous event data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Matching heterogeneous events with patterns.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Indexing dataspaces with partitions.

[BibT_eX]

[DOI]

World Wide Web, 2013

Comparable dependencies over heterogeneous data.

[BibT_eX]

[DOI]

Philip S. Yu

VLDB J., 2013

Efficient Recovery of Missing Events.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Efficient discovery of similarity constraints for matching dependencies.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

Context-aware reasoning middle ware applied in the mobile environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints.

[BibT_eX]

[DOI]

Hong Cheng

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Differential dependencies: Reasoning and discovery.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2011

Materialization and Decomposition of Dataspaces for Efficient Search.

[BibT_eX]

[DOI]

Mingxuan Yuan

IEEE Trans. Knowl. Data Eng., 2011

Answering Frequent Probabilistic Inference Queries in Databases.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

IEEE Trans. Knowl. Data Eng., 2011

On data dependencies in dataspaces.

[BibT_eX]

[DOI]

Philip S. Yu

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

Consistent query answers in inconsistent probabilistic databases.

[BibT_eX]

[DOI]

Xiang Lian

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Efficient set-correlation operator inside databases.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Discovering matching dependencies.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2007

Similarity Joins of Text with Incomplete Information Formats.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

Probabilistic correlation-based similarity measure of unstructured records.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

Improved ROCK for Text Clustering Using Asymmetric Proximity.

[BibT_eX]

[DOI]

Proceedings of the SOFSEM 2006: Theory and Practice of Computer Science, 2006

2005

TCUAP: A Novel Approach of Text Clustering Using Asymmetric Proximity.

[BibT_eX]

Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

Concept Chain Based Text Clustering.

[BibT_eX]

[DOI]

Jian Zhang

Proceedings of the Computational Intelligence and Security, International Conference, 2005

Semantic Correlation Network Based Text Clustering.

[BibT_eX]

[DOI]