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PLUTUS: Understanding Data Distribution Tailoring for Machine Learning
Jiwon Chang,
Christina Dionysio,
Fatemeh Nargesian,
and
Matthias Boehm
In SIGMOD
2024
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Data distribution tailoring revisited: cost-efficient integration
of representative data
Jiwon Chang,
Bohan Cui,
Fatemeh Nargesian,
Abolfazl Asudeh,
and
H. V. Jagadish
VLDBJ
2024
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Efficient Discovery of Temporal Inclusion Dependencies in Wikipedia
Tables
Leon Bornemann,
Tobias Bleifuß,
Dmitri V. Kalashnikov,
Fatemeh Nargesian,
Felix Naumann,
and
Divesh Srivastava
In EDBT
2024
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FairEM360: A Suite for Responsible Entity Matching
Nima Shahbazi,
Mahdi Erfanian,
Abolfazl Asudeh,
Fatemeh Nargesian,
and
Divesh Srivastava
PVLDB
2024
-
Causal Dataset Discovery with Large Language Models
Junfei Liu,
Shaotong Sun,
and
Fatemeh Nargesian
In HILDA@SIGMOD
2024
-
Matching Roles from Temporal Data: Why Joe Biden is not only President,
but also Commander-in-Chief
Leon Bornemann,
Tobias Bleifuß,
Dmitri V. Kalashnikov,
Fatemeh Nargesian,
Felix Naumann,
and
Divesh Srivastava
SIGMOD
2023
-
Koios: Top-k Semantic Overlap Set Search
Pranay Mundra,
Jianhao Zhang,
Fatemeh Nargesian,
and
Nikolaus Augsten
In ICDE
2023
-
Through the Fairness Lens: Experimental Analysis and Evaluation of
Entity Matching
Nima Shahbazi,
Nikola Danevski,
Fatemeh Nargesian,
Abolfazl Asudeh,
and
Divesh Srivastava
Proc. VLDB Endow.
2023
-
-
Fatemeh Nargesian,
Abolfazl Asudeh,
and
H. V. Jagadish
In WSDM
2023
-
Data Lake Organization
Fatemeh Nargesian,
Ken Q. Pu,
Bahar Ghadiri Bashardoost,
Erkang Zhu,
and
Renée J. Miller
IEEE Trans. Knowl. Data Eng.
2023
-
Approximate Query Answering over Open Data
Mengqi Zhang,
Pranay Mundra,
Chukwubuikem Chikweze,
Fatemeh Nargesian,
and
Gerhard Weikum
In HILDA@SIGMOD
2023
-
-
-
-
-
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Data Lake Organization
Fatemeh Nargesian,
Ken Q. Pu,
Bahar Ghadiri Bashardoost,
Erkang Zhu,
and
Renée J. Miller
TKDE
2021
-
RONIN: Data Lake Exploration
Paul Ouellette,
Aidan Sciortino,
Fatemeh Nargesian,
Bahar Ghadiri Bashardoost,
Erkang Zhu,
Ken Pu,
and
Renée J. Miller
PVLDB
2021
-
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Knowledge Translation
Bahar Ghadiri Bashardoost,
Renee J. Miller,
Kelly Lyons,
and
Fatemeh Nargesian
PVLDB
2020
-
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Loki: Streamlining Integration and Enrichment
W. Spoth,
P. Kumari,
O. Kennedy,
and
F. Nargesian
In HILDA
2020
-
-
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Making Open Data Transparent: Data Discovery on Open Data
R. J. Miller,
F. Nargesian,
E. Zhu,
C. Christodoulakis,
K. Q. Pu,
and
P. Andritsos
IEEE Data Eng. Bull.
2018
-
-
-
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LinkedCT Live: Platform for Online Curation of Clinical Trials Data
O. Hassanzadeh,
R. J. Miller,
F. Nargesian,
and
E. Zhu
In ISWC
2015