Aécio S. R. Santos

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 29

Top Topics

Sampling Methods

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Aécio S. R. Santos, Flip Korn, Juliana Freire
Efficiently Estimating Mutual Information Between Attributes Across Tables. CoRR (2024)
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Sampling Methods for Inner Product Sketching. Proc. VLDB Endow. 17 (9) (2024)
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Simple Analysis of Priority Sampling. SOSA (2024)
Aécio S. R. Santos, Flip Korn, Juliana Freire
Efficiently Estimating Mutual Information Between Attributes Across Tables. ICDE (2024)
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)
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)
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Simple Analysis of Priority Sampling. CoRR (2023)
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Sampling Methods for Inner Product Sketching. CoRR (2023)
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)
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 (2023)
Aécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire
A Sketch-based Index for Correlated Dataset Search. ICDE (2022)
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) (2021)
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)
Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire
Correlation Sketches for Approximate Join-Correlation Queries. CoRR (2021)
Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire
DSDD: Domain-Specific Dataset Discovery on the Web. CIKM (2021)
Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire
Correlation Sketches for Approximate Join-Correlation Queries. SIGMOD Conference (2021)
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)
Fernando Chirigati, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Juliana Freire
Auctus: A Dataset Search Engine for Data Augmentation. CoRR (2021)
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 (2020)
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 (2019)
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)
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 (2019)
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)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Bootstrapping Domain-Specific Content Discovery on the Web. CoRR (2019)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Bootstrapping Domain-Specific Content Discovery on the Web. WWW (2019)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Learning to Discover Domain-Specific Web Content. WSDM (2018)
Aécio S. R. Santos, Bruno Pasini, Juliana Freire
A First Study on Temporal Dynamics of Topics on the Web. WWW (Companion Volume) (2016)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Understanding Website Behavior based on User Agent. SIGIR (2016)
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) (2015)
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)