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Biological data cleaning: a case study
13 references·6 citing·30 second hop
Biological data cleaning: a case study (2007)Biological data cleaning: a case studyDomain-independent data cleaning via analysis of entity-relationship graph (2006)Domain-independent data clean…BIO-AJAX (2004)BIO-AJAXTaxon names as paradigms: the structure of nomenclatural revolutions (2003)Taxon names as paradigms: the…Robust and efficient fuzzy match for online data cleaning (2003)Robust and efficient fuzzy ma…Exploratory Data Mining and Data Cleaning (2003)Exploratory Data Mining and D…Potter's Wheel: An Interactive Data Cleaning System (2001)Potter's Wheel: An Interactiv…Efficient data reconciliation (2001)Efficient data reconciliationDeclarative Data Cleaning: Language, Model, and Algorithms (2001)Declarative Data Cleaning: La…A knowledge-based approach for duplicate elimination in data cleaning (2001)A knowledge-based approach fo…Data Quality (2000)Data QualityData Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Real-world Data is Dirty: Dat…The merge/purge problem for large databases (1995)The merge/purge problem for l…Pre-Processing: A Data Preparation Step (2018)Pre-Processing: A Data Prepar…A Survey on Deep Learning in Big Data (2017)A Survey on Deep Learning in …A survey of big data management: Taxonomy and state-of-the-art (2016)A survey of big data manageme…Big data related technologies, challenges and future prospects (2015)Big data related technologies…Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Toward Scalable Systems for B…Big Data: A Survey (2014)Big Data: A SurveyAn overview of data warehousing and OLAP technology (1997)Duplicate Record Detection: A Survey (2006)NADEEF (2013)Design of Experiments (1936)Methodologies for data quality assessment and improvement (2009)Overview and Framework for Data and Information Quality Research (2009)Data quality in internet of things: A state-of-the-art survey (2016)The field matching problem: Algorithms and applications (1996)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)A Theory for Record Linkage (1969)The State of Record Linkage and Current Research Problems (1999)Interactive deduplication using active learning (2002)Efficient exact set-similarity joins (2006)Entity resolution (2012)An index to quantify an individual's scientific research output (2005)Data fusion (2009)Big data: The next frontier for innovation, competition, and productivity (2011)Big data analytics: a survey (2015)Big Data for Modern Industry: Challenges and Trends [Point of View] (2015)A survey of machine learning for big data processing (2016)Big data: a revolution that will transform how we live, work, and think (2013)Critical analysis of Big Data challenges and analytical methods (2016)The role of big data in smart city (2016)Big Data Analytics in Intelligent Transportation Systems: A Survey (2018)A comparison of string distance metrics for name-matching tasks (2003)Adaptive duplicate detection using learnable string similarity measures (2003)Data Quality: The Field Guide (2001)Journey to Data Quality (2006)Towards Responsible Research and Innovation in the Information and Communication Technologies and Security Technologies Fields (2014)
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References

  • 2000Data Cleaning: Problems and Current Approaches.1,470 cited
  • 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2003Exploratory Data Mining and Data Cleaning622 cited
  • 2001Potter's Wheel: An Interactive Data Cleaning System510 cited
  • 2003Robust and efficient fuzzy match for online data cleaning460 cited
  • 2000Data Quality337 cited
  • 2001Declarative Data Cleaning: Language, Model, and Algorithms320 cited
  • 2006Domain-independent data cleaning via analysis of entity-relationship graph165 cited
  • 2001A knowledge-based approach for duplicate elimination in data cleaning101 cited
  • 2001Efficient data reconciliation100 cited
  • 2004BIO-AJAX29 cited
  • 2003Taxon names as paradigms: the structure of nomenclatural revolutions13 cited

Cited by

  • 2014Big Data: A Survey3,072 cited
  • 2014Toward Scalable Systems for Big Data Analytics: A Technology Tutorial1,103 cited
  • 2016A survey of big data management: Taxonomy and state-of-the-art

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228 cited
  • 2015Big data related technologies, challenges and future prospects209 cited
  • 2017A Survey on Deep Learning in Big Data160 cited
  • 2018Pre-Processing: A Data Preparation Step27 cited