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ORCIDAécio S. R. Santos
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2020 – today
- 2024
[j3]Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Sampling Methods for Inner Product Sketching. Proc. VLDB Endow. 17(9): 2185-2197 (2024)- [c17]Aécio S. R. Santos, Flip Korn, Juliana Freire:
Efficiently Estimating Mutual Information Between Attributes Across Tables. ICDE 2024: 193-206 - [c16]Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Simple Analysis of Priority Sampling. SOSA 2024: 224-229 - [i10]Aécio S. R. Santos, Flip Korn, Juliana Freire:
Efficiently Estimating Mutual Information Between Attributes Across Tables. CoRR abs/2403.15553 (2024) - 2023
- [c15]Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire:
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks. AutoML 2023: 22/1-22 - [c14]Haoxiang Zhang
, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire:
Using Pipeline Performance Prediction to Accelerate AutoML Systems. DEEM@SIGMOD 2023: 6:1-6:11 - [c13]Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation. PODS 2023: 169-181 - [i9]Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation. CoRR abs/2301.05811 (2023) - [i8]Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Simple Analysis of Priority Sampling. CoRR abs/2308.05907 (2023) - [i7]Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Sampling Methods for Inner Product Sketching. CoRR abs/2309.16157 (2023) - 2022
- [c12]Aécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire:
A Sketch-based Index for Correlated Dataset Search. ICDE 2022: 2928-2941 - [d5]Rémi Rampin, Fernando Chirigati, Juliana Freire, Aécio Solano Rodrigues Santos, Sonia Castelo:
Auctus. Version 0.10. Zenodo, 2022 [all versions]
- 2021
- [j2]Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire:
Auctus: A Dataset Search Engine for Data Discovery and Augmentation. Proc. VLDB Endow. 14(12): 2791-2794 (2021) - [c11]Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire:
DSDD: Domain-Specific Dataset Discovery on the Web. CIKM 2021: 2527-2536 - [c10]Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire:
Correlation Sketches for Approximate Join-Correlation Queries. SIGMOD Conference 2021: 1531-1544 - [c9]Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire:
An Ecosystem of Applications for Modeling Political Violence. SIGMOD Conference 2021: 2384-2388 - [c8]Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire:
Auctus: A Search Engine for Data Discovery and Augmentation. SEA-Data@VLDB 2021: 44-45 - [d4]Rémi Rampin, Fernando Chirigati, Juliana Freire, Aécio Solano Rodrigues Santos, Sonia Castelo:
Auctus. Version 0.9. Zenodo, 2021 [all versions] - [i6]Fernando Chirigati, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Juliana Freire:
Auctus: A Dataset Search Engine for Data Augmentation. CoRR abs/2102.05716 (2021) - [i5]Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire:
Correlation Sketches for Approximate Join-Correlation Queries. CoRR abs/2104.03353 (2021) - 2020
- [d3]Rémi Rampin, Fernando Chirigati, Juliana Freire, Aécio Solano Rodrigues Santos, Sonia Castelo:
Auctus. Version 0.6. Zenodo, 2020 [all versions] - [d2]Rémi Rampin, Fernando Chirigati, Juliana Freire, Aécio S. R. Santos, Sonia Castelo:
Auctus. Version 0.7. Zenodo, 2020 [all versions] - [d1]Rémi Rampin, Fernando Chirigati, Juliana Freire, Aécio Solano Rodrigues Santos, Sonia Castelo:
Auctus. Version 0.8. Zenodo, 2020 [all versions] - [i4]Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire:
Towards Evaluating Exploratory Model Building Process with AutoML Systems. CoRR abs/2009.00449 (2020)
2010 – 2019
- 2019
- [c7]Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire:
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. HILDA@SIGMOD 2019: 6:1-6:7 - [c6]Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire:
A Topic-Agnostic Approach for Identifying Fake News Pages. WWW (Companion Volume) 2019: 975-980 - [c5]Kien Pham, Aécio S. R. Santos, Juliana Freire:
Bootstrapping Domain-Specific Content Discovery on the Web. WWW 2019: 1476-1486 - [i3]Kien Pham, Aécio S. R. Santos, Juliana Freire:
Bootstrapping Domain-Specific Content Discovery on the Web. CoRR abs/1902.09667 (2019) - [i2]Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire:
A Topic-Agnostic Approach for Identifying Fake News Pages. CoRR abs/1905.00957 (2019) - [i1]Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire:
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. CoRR abs/1907.02889 (2019) - 2018
- [c4]Kien Pham, Aécio S. R. Santos, Juliana Freire:
Learning to Discover Domain-Specific Web Content. WSDM 2018: 432-440 - 2016
- [c3]Kien Pham, Aécio S. R. Santos, Juliana Freire:
Understanding Website Behavior based on User Agent. SIGIR 2016: 1053-1056 - [c2]Aécio S. R. Santos, Bruno Pasini, Juliana Freire:
A First Study on Temporal Dynamics of Topics on the Web. WWW (Companion Volume) 2016: 849-854 - 2015
- [j1]Aécio S. R. Santos, Cristiano R. de Carvalho, Jussara M. Almeida, Edleno Silva de Moura, Altigran S. da Silva, Nivio Ziviani:
A genetic programming framework to schedule webpage updates. Inf. Retr. J. 18(1): 73-94 (2015) - 2013
- [c1]Aécio S. R. Santos, Nivio Ziviani, Jussara M. Almeida, Cristiano R. de Carvalho, Edleno Silva de Moura, Altigran Soares da Silva:
Learning to Schedule Webpage Updates Using Genetic Programming. SPIRE 2013: 271-278
Coauthor Index
aka: Sonia Castelo
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