Data Cleansing Publications

Publications in Data Cleansing

Explore the most influential research papers and scholarly works that have shaped Data Cleansing. Use the concept filter below to focus on a specific sub-area of research.

Data Cleansing

778

Publications

48.6K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Post‐processing removal of correlated errors in GRACE data Sean Swenson, John Wahr Geophysical Research Letters GeophysicsEarth ObservationEngineeringGrace DataGravity Fields	2006	1.5K
Outlier Treatment in Data Merging R. H. Blessing Journal of Applied Crystallography EngineeringMeasurementData ScienceData MiningUncertainty Quantification	1997	1.3K
<scp>CoordinateCleaner</scp>: Standardized cleaning of occurrence records from biological collection databases Alexander Zizka, Daniele Silvestro, Tobias Andermann, Methods in Ecology and Evolution DatabasesBiostratigraphyBioinformatics DatabaseSocial SciencesPhylogenetic Analysis	2019	1K
Analysis of Messy Data, Volume I: Designed Experiments Josef Schmee, George A. Milliken, Dallas E. Johnson Technometrics EngineeringData ScienceManagementData PreparationMessy Data	1985	902
Tidy Data Hadley Wickham Journal of Statistical Software Tidy ToolsEngineeringData PreparationData CleaningConsistent Data Structure	2014	867
The merge/purge problem for large databases Mauricio A. Hernández, Salvatore J. Stolfo Cluster ComputingEngineeringData AggregationBusiness IntelligenceOptimization-based Data Mining	1995	801
A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication Peter Christen IEEE Transactions on Knowledge and Data Engineering EngineeringIndexing TechniquesDatabasesBig Data IndexingData Deduplication	2011	660
A Primitive Operator for Similarity Joins in Data Cleaning Surajit Chaudhuri, Venkatesh Ganti, Raghav Kaushik EngineeringSimilarity MeasurePrimitive OperatorSemantic WebData Cleaning	2006	552
The Panel Study of Income Dynamics: A User's Guide. Julie Brines, Martha S. Hill Contemporary Sociology A Journal of Reviews EngineeringData FormatData PreparationIncome DistributionPanel Data	1992	519
Data preparation for data mining Shichao Zhang, Chengqi Zhang, Qiang Yang Applied Artificial Intelligence EngineeringBusiness IntelligenceData PreparationOptimization-based Data MiningData Analysis	2003	504
Robust and efficient fuzzy match for online data cleaning Surajit Chaudhuri, Kris Ganjam, Venkatesh Ganti, EngineeringBusiness IntelligenceData PreparationInformation RetrievalData Science	2003	456
Goodbye, Listwise Deletion: Presenting Hot Deck Imputation as an Easy and Effective Tool for Handling Missing Data Teresa Myers Communication Methods and Measures Social Data AnalysisEngineeringUbiquitous ProblemData PreparationHot Deck Imputation	2011	453

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