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Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era
8 references·0 citing·26 second hop
Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era (2022)Systematic Review of Advanced AI Methods …Rotom (2021)RotomA Hybrid Data Cleaning Framework Using Markov Logic Networks (2020)A Hybrid Data Cleaning Framew…HoloClean (2017)HoloCleanQualitative data cleaning (2016)Qualitative data cleaningData Cleaning (2016)Data CleaningCLAMS (2016)CLAMSKATARA (2015)KATARAHolistic data cleaning: Putting violations into context (2013)Holistic data cleaning: Putti…Potter's Wheel: An Interactive Data Cleaning System (2001)A cost-based model and effective heuristic for repairing constraints by value modification (2005)CrowdER (2012)String similarity search and join: a survey (2015)Detecting data errors (2016)CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks (2021)Data Quality : Concepts, Methodologies and Techniques (2006)Duplicate Record Detection: A Survey (2006)Conditional functional dependencies for capturing data inconsistencies (2008)Data quality: The other face of Big Data (2014)An overview of data warehousing and OLAP technology (1997)Trends in Cleaning Relational Data: Consistency and Deduplication (2015)The VADA Architecture for Cost-Effective Data Wrangling (2017)Data Lake Architecture (2019)Data ownership revisited: clarifying data accountabilities in times of big data and analytics (2021)Data Cleaning: Problems and Current Approaches. (2000)Data quality in internet of things: A state-of-the-art survey (2016)Automating large-scale data quality verification (2018)REFORMS: Consensus-based Recommendations for Machine-learning-based Science (2024)Interactive deduplication using active learning (2002)Deep Learning for Entity Matching (2018)Entity Resolution with Hierarchical Graph Attention Networks (2022)Effective entity matching with transformers (2023)Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation (2023)Data Cleaning (2019)Can Foundation Models Wrangle Your Data? (2022)
this work references cited by second hop

References

  • 2016Data Cleaning488 cited
  • 2017HoloClean477 cited
  • 2013Holistic data cleaning: Putting violations into context331 cited
  • 2015KATARA279 cited
  • 2016CLAMS78 cited
  • 2021Rotom63 cited
  • 2020A Hybrid Data Cleaning Framework Using Markov Logic Networks43 cited
  • 2016Qualitative data cleaning40 cited

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