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Ihab F. Ilyas · Study
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Author
Ihab F. Ilyas
31 works
· latest 2022
· 1 institutions
cluster: provisional
ORCID 0000-0001-9052-9714
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31
Citations
4,442
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Most cited in this library
Data Cleaning
2016 · 488 citations
HoloClean
2017 · 477 citations
Holistic data cleaning: Putting violations into context
2013 · 331 citations
NADEEF
2013 · 313 citations
KATARA
2015 · 279 citations
Works
31 shown
Machine Learning and Data Cleaning: Which Serves the Other?
Journal of Data and Information Quality
·
2022
·
2 authors
55
citations
Attention-based Learning for Missing Data Imputation in HoloClean
Proceedings of Machine Learning and Systems
·
2020
·
4 authors
47
citations
Data Cleaning
ACM eBooks
·
2019
·
2 authors
·
book
199
citations
Data Cleaning
·
2019
·
2 authors
·
book
42
citations
Data Integration: The Current Status and the Way Forward.
IEEE Data(base) Engineering Bulletin
·
2018
·
2 authors
108
citations
HoloClean
Proceedings of the VLDB Endowment
·
2017
·
4 authors
477
citations
HoloClean: Holistic Data Repairs with Probabilistic Inference
arXiv (Cornell University)
·
2017
·
4 authors
·
preprint
·
Open access
58
citations
The data civilizer system
Conference on Innovative Data Systems Research
·
2017
·
10 authors
·
other
105
citations
Qualitative data cleaning
Proceedings of the VLDB Endowment
·
2016
·
2 authors
40
citations
Detecting data errors
Proceedings of the VLDB Endowment
·
2016
·
9 authors
252
citations
Distributed data deduplication
Proceedings of the VLDB Endowment
·
2016
·
3 authors
82
citations
Data Cleaning
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2016
·
4 authors
·
other
488
citations
CLAMS
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2016
·
5 authors
·
other
78
citations
DataXFormer: A robust transformation discovery system
Proceedings - International Conference on Data Engineering
·
2016
·
6 authors
·
other
69
citations
Trends in Cleaning Relational Data: Consistency and Deduplication
Foundations and Trends in Databases
·
2015
·
2 authors
127
citations
Learning to identify relevant studies for systematic reviews using random forest and external information
Machine Learning
·
2015
·
5 authors
·
review
·
Open access
98
citations
KATARA
Proceedings of the VLDB Endowment
·
2015
·
7 authors
46
citations
KATARA
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2015
·
7 authors
·
other
279
citations
BigDansing
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2015
·
9 authors
·
other
·
Open access
152
citations
Trends in Cleaning Relational Data: Consistency and Deduplication
now publishers, Inc. eBooks
·
2015
·
2 authors
·
book
81
citations
Descriptive and prescriptive data cleaning
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2014
·
4 authors
·
other
52
citations
NADEEF
Proceedings of the VLDB Endowment
·
2013
·
7 authors
49
citations
Data Curation at Scale: The Data Tamer System
·
2013
·
8 authors
190
citations
NADEEF
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2013
·
7 authors
·
other
313
citations
Sampling from repairs of conditional functional dependency violations
The VLDB Journal
·
2013
·
4 authors
47
citations
Holistic data cleaning: Putting violations into context
Proceedings - International Conference on Data Engineering
·
2013
·
3 authors
·
other
331
citations
On the relative trust between inconsistent data and inaccurate constraints
Proceedings - International Conference on Data Engineering
·
2013
·
4 authors
·
other
·
Open access
106
citations
Guided data repair
Proceedings of the VLDB Endowment
·
2011
·
5 authors
224
citations
Sampling the repairs of functional dependency violations under hard constraints
Proceedings of the VLDB Endowment
·
2010
·
3 authors
125
citations
Creating competitive products
Proceedings of the VLDB Endowment
·
2009
·
4 authors
65
citations
Modeling and querying possible repairs in duplicate detection
Proceedings of the VLDB Endowment
·
2009
·
4 authors
57
citations