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Data Cleaning In Data Warehouse: A Survey of Data Pre-processing Techniques and Tools
7 references·0 citing·29 second hop
Data Cleaning In Data Warehouse: A Survey of Data Pre-processing Techniques and Tools (2017)Data Cleaning In Data Warehouse: A Survey…An empirical study of data warehouse implementation effectiveness (2016)An empirical study of data wa…Problems and available solutions on the stage of Extract, Transform, and Loading in near real-time data warehousing (a literature study) (2015)Problems and available soluti…Interaction between Record Matching and Data Repairing (2014)Interaction between Record Ma…Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Data-intensive applications, …Efficiency evaluation of open source ETL tools (2011)Efficiency evaluation of open…A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)A Survey of Indexing Techniqu…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…Real-time data warehouse loading methodology (2008)The Reality of Real-Time Business Intelligence (2009)ETL Evolution for Real-Time Data Warehousing (2012)From Traditional Data Warehouse To Real Time Data Warehouse (2017)An overview of data warehousing and OLAP technology (1997)Exploratory Data Mining and Data Cleaning (2003)Fundamentals of Data Warehouses (2003)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleaning, Conforming, and Delivering Data (2004)Decision Support and Business Intelligence Systems (2006)The Current State of Business Intelligence (2007)Quality Measures for ETL Processes (2014)Quality measures for ETL processes: from goals to implementation (2015)A Theory for Record Linkage (1969)Duplicate Record Detection: A Survey (2006)CrowdER (2012)NADEEF (2013)Deep entity matching with pre-trained language models (2020)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)NADEEF (2013)KATARA (2015)Data quality analysis and cleaning strategy for wireless sensor networks (2018)Big data: The next frontier for innovation, competition, and productivity (2011)Critical analysis of Big Data challenges and analytical methods (2016)A survey on deep learning for big data (2017)Machine Learning With Big Data: Challenges and Approaches (2017)Information Systems Success: The Quest for the Dependent Variable (1992)Design science in information systems research (2004)Design Science in Information Systems Research1 (2004)
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References

  • 2014Data-intensive applications, challenges, techniques and technologies: A survey on Big Data3,046 cited
  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication680 cited
  • 2014Interaction between Record Matching and Data Repairing63 cited
  • 2015Problems and available solutions on the stage of Extract, Transform, and Loading in near real-time data warehousing (a literature study)26 cited
  • 2011Efficiency evaluation of open source ETL tools26 cited
  • 2016An empirical study of data warehouse implementation effectiveness19 cited

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