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Fatemeh Nargesian
Fatemeh Nargesian
Verifisert e-postadresse på rochester.edu
Tittel
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Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
Ijcai 17, 2529-2535, 2017
3132017
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
2472019
Table union search on open data
F Nargesian, E Zhu, KQ Pu, RJ Miller
Proceedings of the VLDB Endowment 11 (7), 813-825, 2018
1802018
LSH ensemble: Internet-scale domain search
E Zhu, F Nargesian, KQ Pu, RJ Miller
arXiv preprint arXiv:1603.07410, 2016
1502016
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
1472019
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
492020
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
452018
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
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
322021
RONIN: data lake exploration
P Ouellette, A Sciortino, F Nargesian, BG Bashardoost, E Zhu, KQ Pu, ...
Proceedings of the VLDB Endowment 14 (12), 2021
312021
Automating feature engineering
U Khurana, F Nargesian, H Samulowitz, E Khalil, D Turaga
Transformation 10 (10), 10, 2016
172016
Methods and systems for feature engineering
E Khalil, U Khurana, F Nargesian, HC Samulowitz, DS Turaga
US Patent 11,048,718, 2021
132021
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
Responsible Data Integration: Next-generation Challenges
F Nargesian, A Asudeh, HV Jagadish
Proceedings of the 2022 International Conference on Management of Data, 2458 …, 2022
102022
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
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
Bridging decision applications and multidimensional databases
F Nargesian
University of Ottawa (Canada), 2011
42011
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
32023
Pylon: Semantic Table Union Search in Data Lakes
T Cong, F Nargesian, HV Jagadish
arXiv preprint arXiv:2301.04901, 2023
32023
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Artikler 1–20