Fatemeh Nargesian

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 39

Top Topics

Linguistically Motivated

Query Answering

Clinical Trials

Feature Engineering

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Jingrui He, Jian Kang, Fatemeh Nargesian, Haohui Wang, An Zhang, Dawei Zhou
TrustLOG: The Second Workshop on Trustworthy Learning on Graphs. WWW (Companion Volume) (2024)
Jiwon Chang, Christina Dionysio, Fatemeh Nargesian, Matthias Boehm
PLUTUS: Understanding Data Distribution Tailoring for Machine Learning. SIGMOD Conference Companion (2024)
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava
Efficient Discovery of Temporal Inclusion Dependencies in Wikipedia Tables. EDBT (2024)
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava
FairEM360: A Suite for Responsible Entity Matching. CoRR (2024)
Junfei Liu, Shaotong Sun, Fatemeh Nargesian
Causal Dataset Discovery with Large Language Models. HILDA@SIGMOD (2024)
Jiwon Chang, Bohan Cui, Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish
Data distribution tailoring revisited: cost-efficient integration of representative data. VLDB J. 33 (5) (2024)
Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh, Divesh Srivastava
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. CoRR (2023)
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava
Matching Roles from Temporal Data: Why Joe Biden is not only President, but also Commander-in-Chief. Proc. ACM Manag. Data 1 (1) (2023)
Pranay Mundra, Jianhao Zhang, Fatemeh Nargesian, Nikolaus Augsten
Koios: Top-k Semantic Overlap Set Search. ICDE (2023)
Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish
Next-generation Challenges of Responsible Data Integration. WSDM (2023)
Pranay Mundra, Jianhao Zhang, Fatemeh Nargesian, Nikolaus Augsten
KOIOS: Top-k Semantic Overlap Set Search. CoRR (2023)
Fatemeh Nargesian, Ken Q. Pu, Bahar Ghadiri Bashardoost, Erkang Zhu, Renée J. Miller
Data Lake Organization. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh, Divesh Srivastava
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. Proc. VLDB Endow. 16 (11) (2023)
Tianji Cong, Fatemeh Nargesian, H. V. Jagadish
Pylon: Semantic Table Union Search in Data Lakes. CoRR (2023)
Mengqi Zhang, Pranay Mundra, Chukwubuikem Chikweze, Fatemeh Nargesian, Gerhard Weikum
Approximate Query Answering over Open Data. HILDA@SIGMOD (2023)
Yurong Liu, Yunlong Xu, Fatemeh Nargesian
Sampling over Union of Joins. CoRR (2023)
Abolfazl Asudeh, Fatemeh Nargesian
Towards Distribution-aware Query Answering in Data Markets. Proc. VLDB Endow. 15 (11) (2022)
Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish
Responsible Data Integration: Next-generation Challenges. SIGMOD Conference (2022)
Yunlong Xu, Jinshu Liu, Fatemeh Nargesian
TSUBASA: Climate Network Construction on Historical and Real-Time Data. SIGMOD Conference (2022)
Jinshu Liu, Yunlong Xu, Fatemeh Nargesian, Gourab Ghoshal
TSUPY: Dynamic Climate Network Analysis Library. CIKM (2022)
Joshua Sobel, Noah Bertram, Chen Ding, Fatemeh Nargesian, Daniel Gildea
AWLCO: All-Window Length Co-Occurrence. CPM (2021)
Paul Ouellette, Aidan Sciortino, Fatemeh Nargesian, Bahar Ghadiri Bashardoost, Erkang Zhu, Ken Pu, Renée J. Miller
RONIN: Data Lake Exploration. Proc. VLDB Endow. 14 (12) (2021)
Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish
Tailoring Data Source Distributions for Fairness-aware Data Integration. Proc. VLDB Endow. 14 (11) (2021)
Bahar Ghadiri Bashardoost, Renée J. Miller, Kelly A. Lyons, Fatemeh Nargesian
Knowledge Translation: Extended Technical Report. CoRR (2020)
Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller
Organizing Data Lakes for Navigation. SIGMOD Conference (2020)
Bahar Ghadiri Bashardoost, Renée J. Miller, Kelly A. Lyons, Fatemeh Nargesian
Knowledge Translation. Proc. VLDB Endow. 13 (11) (2020)
Joshua Sobel, Noah Bertram, Chen Ding, Fatemeh Nargesian, Daniel Gildea
AWLCO: All-Window Length Co-Occurrence. CoRR (2020)
Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. SIGMOD Conference (2019)
Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena
Data Lake Management: Challenges and Opportunities. Proc. VLDB Endow. 12 (12) (2019)
Fatemeh Nargesian, Erkang Zhu, Ken Q. Pu, Renée J. Miller
Table Union Search on Open Data. Proc. VLDB Endow. 11 (7) (2018)
Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak S. Turaga
Dataset Evolver: An Interactive Feature Engineering Notebook. AAAI (2018)
Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller
Optimizing Organizations for Navigating Data Lakes. CoRR (2018)
Renée J. Miller, Fatemeh Nargesian, Erkang Zhu, Christina Christodoulakis, Ken Q. Pu, Periklis Andritsos
Making Open Data Transparent: Data Discovery on Open Data. IEEE Data Eng. Bull. 41 (2) (2018)
Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias B. Khalil, Deepak S. Turaga
Learning Feature Engineering for Classification. IJCAI (2017)
Erkang Zhu, Ken Q. Pu, Fatemeh Nargesian, Renée J. Miller
Interactive Navigation of Open Data Linkages. Proc. VLDB Endow. 10 (12) (2017)
Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller
LSH Ensemble: Internet-Scale Domain Search. Proc. VLDB Endow. 9 (12) (2016)
Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller
LSH Ensemble: Internet Scale Domain Search. CoRR (2016)
Oktie Hassanzadeh, Renée J. Miller, Fatemeh Nargesian, Erkang Zhu
LinkedCT Live: Platform for Online Curation of Clinical Trials Data. ISWC (Posters & Demos) (2015)
Fatemeh Nargesian, Alain Biem, Prateek Jain, Srinivasan Parthasarathy, Deepak S. Turaga
SOFIA: An Analytics Recommendation System. ISWC (Posters & Demos) (2015)
Fatemeh Nargesian
Data-driven recommendations for exploratory query formulation. SIGMOD PhD Symposium (2014)
Fatemeh Nargesian, Gholamreza Ghassem-Sani
LHTNDT: Learn HTN Method Preconditions using Decision Tree. ICINCO-ICSO (2008)