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Quality and Complexity Measures for Data Linkage and Deduplication
16 references·16 citing·20 second hopsampled
Quality and Complexity Measures for Data Linkage and Deduplication (2007)Quality and Complexity Measures for Data …What's In A Name? Malay Seals As Onomastic Sources (2018)What's In A Name? Malay Seals…Robust and efficient fuzzy match for online data cleaning (2003)Robust and efficient fuzzy ma…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …A comparison of string distance metrics for name-matching tasks (2003)A comparison of string distan…A Comparison of Fast Blocking Methods for Record Linkage (2003)A Comparison of Fast Blocking…Research use of linked health data - a best practice protocol (2002)Research use of linked health…Learning to match and cluster large high-dimensional data sets for data integration (2002)Learning to match and cluster…Interactive deduplication using active learning (2002)Interactive deduplication usi…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…The State of Record Linkage and Current Research Problems (1999)The State of Record Linkage a…Data preparation for data mining (1999)Data preparation for data min…Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Real-world Data is Dirty: Dat…Integration of heterogeneous databases without common domains using queries based on textual similarity (1998)Integration of heterogeneous …The field matching problem: Algorithms and applications (1996)The field matching problem: A…The merge/purge problem for large databases (1995)The merge/purge problem for l…A Theory for Record Linkage (1969)A Theory for Record LinkageKnowledge Graph Completeness: A Systematic Literature Review (2021)Knowledge Graph Completeness:…How Well Do Automated Linking Methods Perform? Lessons from US Historical Data (2020)How Well Do Automated Linking…Automatic detection of relationships between banking operations using machine learning (2019)Automatic detection of relati…On the Accuracy and Scalability of Probabilistic Data Linkage Over the Brazilian 114 Million Cohort (2018)On the Accuracy and Scalabili…Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges (2017)Privacy-Preserving Record Lin…When to conduct probabilistic linkage vs. deterministic linkage? A simulation study (2015)When to conduct probabilistic…Accuracy and completeness of patient pathways – the benefits of national data linkage in Australia (2015)Accuracy and completeness of …An Evaluation Framework for Privacy-Preserving Record Linkage (2014)An Evaluation Framework for P…The effect of data cleaning on record linkage quality (2013)The effect of data cleaning o…Adaptive Windows for Duplicate Detection (2012)Adaptive Windows for Duplicat…A generalization of blocking and windowing algorithms for duplicate detection (2011)A generalization of blocking …Record Matching over Query Results from Multiple Web Databases (2009)Record Matching over Query Re…Record linkage software in the public domain: a comparison of Link Plus, The Link King, and a `basic' deterministic algorithm (2008)Record linkage software in th…Febrl: a freely available record linkage system with a graphical user interface (2008)Febrl: a freely available rec…Febrl - (2008)Febrl -Automatic record linkage using seeded nearest neighbour and support vector machine classification (2008)Automatic record linkage usin…Better Decisions through Science (2000)An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring (2008)Do We Know Who Will Drop Out?: A Review of the Predictors of Dropping out of High School: Precision, Sensitivity, and Specificity (2013)A comparative study on base classifiers in ensemble methods for credit scoring (2016)An overview of data warehousing and OLAP technology (1997)Fundamentals of Data Warehouses (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Data integration: the teenage years (2006)Collective entity resolution in relational data (2007)Digital libraries and autonomous citation indexing (1999)Big Data Integration (2013)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Exploratory Data Mining and Data Cleaning (2003)Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry (2006)Similarity encoding for learning with dirty categorical variables (2018)Duplicate Record Detection: A Survey (2006)Reference reconciliation in complex information spaces (2005)Deep Learning for Entity Matching (2018)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 1969A Theory for Record Linkage2,522 cited
  • 2018What's In A Name? Malay Seals As Onomastic Sources1,483 cited
  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 2003A comparison of string distance metrics for name-matching tasks1,371 cited
  • 1999Data preparation for data mining1,363 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
  • 1999The State of Record Linkage and Current Research Problems812 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2002Interactive deduplication using active learning696 cited
  • 1996The field matching problem: Algorithms and applications477 cited
  • 2003Robust and efficient fuzzy match for online data cleaning460 cited
  • 2002Research use of linked health data - a best practice protocol438 cited
  • 1998Integration of heterogeneous databases without common domains using queries based on textual similarity382 cited
  • 2002Learning to match and cluster large high-dimensional data sets for data integration347 cited

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2003
A Comparison of Fast Blocking Methods for Record Linkage
337 cited

Cited by

  • 2008Febrl -198 cited
  • 2008Automatic record linkage using seeded nearest neighbour and support vector machine classification175 cited
  • 2020How Well Do Automated Linking Methods Perform? Lessons from US Historical Data175 cited
  • 2017Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges164 cited
  • 2008Record linkage software in the public domain: a comparison of Link Plus, The Link King, and a `basic' deterministic algorithm156 cited
  • 2015When to conduct probabilistic linkage vs. deterministic linkage? A simulation study103 cited
  • 2008Febrl: a freely available record linkage system with a graphical user interface94 cited
  • 2021Knowledge Graph Completeness: A Systematic Literature Review85 cited
  • 2012Adaptive Windows for Duplicate Detection74 cited
  • 2013The effect of data cleaning on record linkage quality64 cited
  • 2009Record Matching over Query Results from Multiple Web Databases59 cited
  • 2019Automatic detection of relationships between banking operations using machine learning58 cited
  • 2014An Evaluation Framework for Privacy-Preserving Record Linkage55 cited
  • 2018On the Accuracy and Scalability of Probabilistic Data Linkage Over the Brazilian 114 Million Cohort50 cited
  • 2011A generalization of blocking and windowing algorithms for duplicate detection49 cited
  • 2015Accuracy and completeness of patient pathways – the benefits of national data linkage in Australia47 cited