Data Cleaning

Établi : July 1, 2002

Publications

Afficher par:

- Auto-Join: Joining Tables by Leveraging Transformations
  
  Erkang Zhu, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | May 2017
  
  Publication Publication Projet
- Auto-Map: Synthesizing Mapping Relationships Using Table Corpus
  
  Yue Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  Publication Publication Publication Projet Projet
- SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
  
  Yeye He, Kris Ganjam, Xu Chu
  
  International Conference on Very Large Databases (VLDB) | June 2015
  
  Publication
- TEGRA: Table Extraction by Global Record Alignment
  
  Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
  
  International Conference on Management of Data (SIGMOD) | May 2015
  
  Publication Publication Publication
- ClusterJoin: A Similarity Joins Framework using Map-Reduce
  
  Akash Das Sarma, Yeye He, Surajit Chaudhuri
  
  Proceedings of International Conference on Very Large Databases (VLDB) | September 2014
  
  Proceedings of International Conference on Very Large Databases (VLDB)
  
  Publication Publication
- Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel
  
  Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2014
  
  Publication
- Experiences with using Data Cleaning Technology for Bing Services
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | June 2012
  
  Publication Publication
- Towards a Domain Independent Platform for Data Cleaning
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | September 2011
  
  Publication Publication
- On Active Learning of Record Matching Packages
  
  Arvind Arasu, Michaela Götz, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Publication
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  Publication
- Learning String Transformations from Examples
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  VLDB | August 2009
  
  Publication
- A Declarative Entity Representation Framework
  
  Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2009
  
  Publication
- Extending Autocompletion to Tolerate Errors
  
  Surajit Chaudhuri, Raghav Kaushik
  
  ACM SIGMOD | June 2009
  
  Publication
- Large-Scale Deduplication with Constraints using Dedupalog
  
  Arvind Arasu, Christopher Re, Dan Suciu
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009 | March 2009
  
  Publication
- Incorporating String Transformations in Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Raghav Kaushik
  
  SIGMOD | June 2008
  
  Publication Publication
- Transformation-based Framework for Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  Proceedings of the 24th International Conference on Data Engineering, ICDE 2008 | June 2008
  
  Publication
- Example Driven Design of Efficient Record Matching Queries
  
  Surajit Chaudhuri, Bee Chung Chen, Venky Ganti, Raghav Kaushik
  
  VLDB | January 2007
  
  Publication
- Leveraging Aggregate Constraints for Deduplication
  
  Surajit Chaudhuri, Anish Das Sarma, Venky Ganti, Raghav Kaushik
  
  SIGMOD | January 2007
  
  Publication
- Efficient Exact Set-Similarity Joins
  
  Arvind Arasu, Venky Ganti, Raghav Kaushik
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006 | August 2006
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006
  
  Publication
- Data Cleaning in Microsoft SQL Server 2005
  
  Surajit Chaudhuri, Kris Ganjam, Rahul Kapoor, Vivek Narasayya, Theo Vassilakis
  
  SIGMOD | June 2005
  
  Publication
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  Publication

- Auto-Join: Joining Tables by Leveraging Transformations
  
  Erkang Zhu, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | May 2017
  
  Publication Publication Projet
- Auto-Map: Synthesizing Mapping Relationships Using Table Corpus
  
  Yue Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  Publication Publication Publication Projet Projet
- SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
  
  Yeye He, Kris Ganjam, Xu Chu
  
  International Conference on Very Large Databases (VLDB) | June 2015
  
  Publication
- TEGRA: Table Extraction by Global Record Alignment
  
  Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
  
  International Conference on Management of Data (SIGMOD) | May 2015
  
  Publication Publication Publication
- ClusterJoin: A Similarity Joins Framework using Map-Reduce
  
  Akash Das Sarma, Yeye He, Surajit Chaudhuri
  
  Proceedings of International Conference on Very Large Databases (VLDB) | September 2014
  
  Proceedings of International Conference on Very Large Databases (VLDB)
  
  Publication Publication
- Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel
  
  Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2014
  
  Publication
- Experiences with using Data Cleaning Technology for Bing Services
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | June 2012
  
  Publication Publication
- Towards a Domain Independent Platform for Data Cleaning
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | September 2011
  
  Publication Publication
- On Active Learning of Record Matching Packages
  
  Arvind Arasu, Michaela Götz, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Publication
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  Publication
- Learning String Transformations from Examples
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  VLDB | August 2009
  
  Publication
- A Declarative Entity Representation Framework
  
  Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2009
  
  Publication
- Incorporating String Transformations in Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Raghav Kaushik
  
  SIGMOD | June 2008
  
  Publication Publication
- Leveraging Aggregate Constraints for Deduplication
  
  Surajit Chaudhuri, Anish Das Sarma, Venky Ganti, Raghav Kaushik
  
  SIGMOD | January 2007
  
  Publication
- Data Cleaning in Microsoft SQL Server 2005
  
  Surajit Chaudhuri, Kris Ganjam, Rahul Kapoor, Vivek Narasayya, Theo Vassilakis
  
  SIGMOD | June 2005
  
  Publication
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  Publication
- Extending Autocompletion to Tolerate Errors
  
  Surajit Chaudhuri, Raghav Kaushik
  
  ACM SIGMOD | June 2009
  
  Publication
- Large-Scale Deduplication with Constraints using Dedupalog
  
  Arvind Arasu, Christopher Re, Dan Suciu
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009 | March 2009
  
  Publication
- Transformation-based Framework for Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  Proceedings of the 24th International Conference on Data Engineering, ICDE 2008 | June 2008
  
  Publication
- Example Driven Design of Efficient Record Matching Queries
  
  Surajit Chaudhuri, Bee Chung Chen, Venky Ganti, Raghav Kaushik
  
  VLDB | January 2007
  
  Publication
- Efficient Exact Set-Similarity Joins
  
  Arvind Arasu, Venky Ganti, Raghav Kaushik
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006 | August 2006
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006
  
  Publication
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  Publication
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  Publication

- Auto-Join: Joining Tables by Leveraging Transformations
  
  Erkang Zhu, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | May 2017
  
  Publication Publication Projet
- Auto-Map: Synthesizing Mapping Relationships Using Table Corpus
  
  Yue Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  Publication Publication Publication Projet Projet
- SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
  
  Yeye He, Kris Ganjam, Xu Chu
  
  International Conference on Very Large Databases (VLDB) | June 2015
  
  Publication
- TEGRA: Table Extraction by Global Record Alignment
  
  Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
  
  International Conference on Management of Data (SIGMOD) | May 2015
  
  Publication Publication Publication
- ClusterJoin: A Similarity Joins Framework using Map-Reduce
  
  Akash Das Sarma, Yeye He, Surajit Chaudhuri
  
  Proceedings of International Conference on Very Large Databases (VLDB) | September 2014
  
  Proceedings of International Conference on Very Large Databases (VLDB)
  
  Publication Publication
- Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel
  
  Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2014
  
  Publication
- On Active Learning of Record Matching Packages
  
  Arvind Arasu, Michaela Götz, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Publication
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  Publication
- Learning String Transformations from Examples
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  VLDB | August 2009
  
  Publication
- Extending Autocompletion to Tolerate Errors
  
  Surajit Chaudhuri, Raghav Kaushik
  
  ACM SIGMOD | June 2009
  
  Publication
- A Declarative Entity Representation Framework
  
  Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2009
  
  Publication
- Large-Scale Deduplication with Constraints using Dedupalog
  
  Arvind Arasu, Christopher Re, Dan Suciu
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009 | March 2009
  
  Publication
- Incorporating String Transformations in Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Raghav Kaushik
  
  SIGMOD | June 2008
  
  Publication Publication
- Transformation-based Framework for Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  Proceedings of the 24th International Conference on Data Engineering, ICDE 2008 | June 2008
  
  Publication
- Leveraging Aggregate Constraints for Deduplication
  
  Surajit Chaudhuri, Anish Das Sarma, Venky Ganti, Raghav Kaushik
  
  SIGMOD | January 2007
  
  Publication
- Example Driven Design of Efficient Record Matching Queries
  
  Surajit Chaudhuri, Bee Chung Chen, Venky Ganti, Raghav Kaushik
  
  VLDB | January 2007
  
  Publication
- Efficient Exact Set-Similarity Joins
  
  Arvind Arasu, Venky Ganti, Raghav Kaushik
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006 | August 2006
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006
  
  Publication
- Data Cleaning in Microsoft SQL Server 2005
  
  Surajit Chaudhuri, Kris Ganjam, Rahul Kapoor, Vivek Narasayya, Theo Vassilakis
  
  SIGMOD | June 2005
  
  Publication
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  Publication
- Experiences with using Data Cleaning Technology for Bing Services
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | June 2012
  
  Publication Publication
- Towards a Domain Independent Platform for Data Cleaning
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | September 2011
  
  Publication Publication

Personne

Arnd Christian König

Principal Researcher

Raghav Kaushik

Senior Researcher

Surajit Chaudhuri

Technical Fellow, Data Platforms and Analytics

Vivek Narasayya

Partner Research Manager