1. Dong Deng , Raul Castro Fernandez , Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K Elmagarmid, Ihab F Ilyas, Samuel Madden, Mourad Ouzzani, and Nan Tang. 2017 . The Data Civilizer System.. In Cidr . Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K Elmagarmid, Ihab F Ilyas, Samuel Madden, Mourad Ouzzani, and Nan Tang. 2017. The Data Civilizer System.. In Cidr.
2. Bojan Karlaš , Peng Li , Renzhi Wu , Nezihe Merve Gürel , Xu Chu, Wentao Wu, and Ce Zhang. 2020 . Nearest neighbor classifiers over incomplete information: From certain answers to certain predictions. arXiv preprint arXiv:2005.05117 (2020). Bojan Karlaš, Peng Li, Renzhi Wu, Nezihe Merve Gürel, Xu Chu, Wentao Wu, and Ce Zhang. 2020. Nearest neighbor classifiers over incomplete information: From certain answers to certain predictions. arXiv preprint arXiv:2005.05117 (2020).
3. ActiveClean
4. Krishnan Sanjay and Wang Jiannan and Wu Eugene and Franklin Michael J and Goldberg Ken. 2018. Cleaning for Data Science. https://activeclean.github.io/ Krishnan Sanjay and Wang Jiannan and Wu Eugene and Franklin Michael J and Goldberg Ken. 2018. Cleaning for Data Science. https://activeclean.github.io/
5. Learning Over Dirty Data Without Cleaning