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Fatemeh Nargesian
Fatemeh Nargesian
Geverifieerd e-mailadres voor rochester.edu
Titel
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Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
Ijcai 17, 2529-2535, 2017
3162017
Data lake management: challenges and opportunities
F Nargesian, E Zhu, RJ Miller, KQ Pu, PC Arocena
Proceedings of the VLDB Endowment 12 (12), 1986-1989, 2019
2662019
Table union search on open data
F Nargesian, E Zhu, KQ Pu, RJ Miller
Proceedings of the VLDB Endowment 11 (7), 813-825, 2018
1882018
Josie: Overlap set similarity search for finding joinable tables in data lakes
E Zhu, D Deng, F Nargesian, RJ Miller
Proceedings of the 2019 International Conference on Management of Data, 847-864, 2019
1602019
LSH ensemble: Internet-scale domain search
E Zhu, F Nargesian, KQ Pu, RJ Miller
arXiv preprint arXiv:1603.07410, 2016
1572016
Organizing data lakes for navigation
F Nargesian, KQ Pu, E Zhu, B Ghadiri Bashardoost, RJ Miller
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
522020
Making Open Data Transparent: Data Discovery on Open Data.
RJ Miller, F Nargesian, E Zhu, C Christodoulakis, KQ Pu, P Andritsos
IEEE Data Eng. Bull. 41 (2), 59-70, 2018
482018
Tailoring data source distributions for fairness-aware data integration
F Nargesian, A Asudeh, HV Jagadish
Proceedings of the VLDB Endowment 14 (11), 2519-2532, 2021
332021
RONIN: data lake exploration
P Ouellette, A Sciortino, F Nargesian, BG Bashardoost, E Zhu, KQ Pu, ...
Proceedings of the VLDB Endowment 14 (12), 2021
332021
Interactive navigation of open data linkages
E Zhu, KQ Pu, F Nargesian, RJ Miller
Proceedings of the VLDB Endowment 10 (12), 1837-1840, 2017
332017
Automating feature engineering
U Khurana, F Nargesian, H Samulowitz, E Khalil, D Turaga
Transformation 10 (10), 10, 2016
172016
Responsible Data Integration: Next-generation Challenges
F Nargesian, A Asudeh, HV Jagadish
Proceedings of the 2022 International Conference on Management of Data, 2458 …, 2022
142022
Methods and systems for feature engineering
E Khalil, U Khurana, F Nargesian, HC Samulowitz, DS Turaga
US Patent 11,048,718, 2021
142021
Data lake organization
F Nargesian, K Pu, B Ghadiri-Bashardoost, E Zhu, RJ Miller
IEEE Transactions on Knowledge and Data Engineering 35 (1), 237-250, 2022
112022
Dataset evolver: An interactive feature engineering notebook
F Nargesian, U Khurana, T Pedapati, H Samulowitz, D Turaga
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
82018
Through the fairness lens: Experimental analysis and evaluation of entity matching
N Shahbazi, N Danevski, F Nargesian, A Asudeh, D Srivastava
arXiv preprint arXiv:2307.02726, 2023
62023
Towards distribution-aware query answering in data markets
A Asudeh, F Nargesian
Proceedings of the VLDB Endowment 15 (11), 3137-3144, 2022
52022
Pylon: Semantic Table Union Search in Data Lakes
T Cong, F Nargesian, HV Jagadish
arXiv preprint arXiv:2301.04901, 2023
42023
Knowledge translation
BG Bashardoost
University of Toronto (Canada), 2022
42022
Managing and mapping data lineage for business intelligence and analytics applications in health care
M Azarm, F Nargesian, L Peyton
International Conference on Information Society (i-Society 2011), 120-126, 2011
42011
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Artikelen 1–20