Aécio S. R. Santos

37 papers A* 5A 2C 1Journal 19Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
HILTS: Human-LLM collaboration for effective data labeling.
Inf. Syst.
Juliana Barbosa, Eduarda Alencar, Grace Fan, Aécio S. R. Santos, Juliana Freire
2025 J jnl
AutoDDG: Automated Dataset Description Generation using Large Language Models.
CoRR
Haoxiang Zhang, Yurong Liu, Wei-Lun Hung, Aécio S. R. Santos, Juliana Freire
2025 J jnl
Interactive Data Harmonization with LLM Agents.
CoRR
Aécio S. R. Santos, Eduardo H. M. Pena, Roque Lopez, Juliana Freire
2025 J jnl
Large Language Models for Data Discovery and Integration: Challenges and Opportunities.
IEEE Data Eng. Bull.
Juliana Freire, Grace Fan, Benjamin Feuer, Christos Koutras, Yurong Liu, Eduardo Peña, Aécio S. R. Santos, Cláudio T. Silva, Eden Wu
2025 J jnl
Magneto: Combining Small and Large Language Models for Schema Matching.
Proc. VLDB Endow.
Yurong Liu, Eduardo Peña, Aécio S. R. Santos, Eden Wu, Juliana Freire
2024 A* conf
Efficiently Estimating Mutual Information Between Attributes Across Tables.
ICDE
Aécio S. R. Santos, Flip Korn, Juliana Freire
2024 J jnl
Efficiently Estimating Mutual Information Between Attributes Across Tables.
CoRR
Aécio S. R. Santos, Flip Korn, Juliana Freire
2024 J jnl
Magneto: Combining Small and Large Language Models for Schema Matching.
CoRR
Yurong Liu, Eduardo Peña, Aécio S. R. Santos, Eden Wu, Juliana Freire
2024 J jnl
Sampling Methods for Inner Product Sketching.
Proc. VLDB Endow.
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
2024 — conf
Simple Analysis of Priority Sampling.
SOSA
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
2023 — conf
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks.
AutoML
Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire
2023 J jnl
Sampling Methods for Inner Product Sketching.
CoRR
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
2023 J jnl
Simple Analysis of Priority Sampling.
CoRR
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
2023 — conf
Using Pipeline Performance Prediction to Accelerate AutoML Systems.
DEEM@SIGMOD
Haoxiang Zhang, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire
2023 A* conf
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation.
PODS
Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
2023 J jnl
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation.
CoRR
Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
2022 A* conf
A Sketch-based Index for Correlated Dataset Search.
ICDE
Aécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire
2022 — conf
NYUCIN at the NTCIR-16 Dataset Search 2 Task.
NTCIR
Levy de Souza Silva, Luciano Barbosa, Sonia Castelo, Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire
2021 — conf
An Ecosystem of Applications for Modeling Political Violence.
SIGMOD Conference
Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire
2021 J jnl
Auctus: A Dataset Search Engine for Data Augmentation.
CoRR
Fernando Chirigati, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Juliana Freire
2021 J jnl
Auctus: A Dataset Search Engine for Data Discovery and Augmentation.
Proc. VLDB Endow.
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
2021 — conf
Auctus: A Search Engine for Data Discovery and Augmentation.
SEA-Data@VLDB
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
2021 — conf
Correlation Sketches for Approximate Join-Correlation Queries.
SIGMOD Conference
Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire
2021 J jnl
Correlation Sketches for Approximate Join-Correlation Queries.
CoRR
Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire
2021 A conf
DSDD: Domain-Specific Dataset Discovery on the Web.
CIKM
Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire
2020 J jnl
Towards Evaluating Exploratory Model Building Process with AutoML Systems.
CoRR
Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire
2019 — conf
A Topic-Agnostic Approach for Identifying Fake News Pages.
WWW (Companion Volume)
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
2019 J jnl
A Topic-Agnostic Approach for Identifying Fake News Pages.
CoRR
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
2019 A* conf
Bootstrapping Domain-Specific Content Discovery on the Web.
WWW
Kien Pham, Aécio S. R. Santos, Juliana Freire
2019 J jnl
Bootstrapping Domain-Specific Content Discovery on the Web.
CoRR
Kien Pham, Aécio S. R. Santos, Juliana Freire
2019 — conf
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.
HILDA@SIGMOD
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
2019 J jnl
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.
CoRR
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
2018 A conf
Learning to Discover Domain-Specific Web Content.
WSDM
Kien Pham, Aécio S. R. Santos, Juliana Freire
2016 — conf
A First Study on Temporal Dynamics of Topics on the Web.
WWW (Companion Volume)
Aécio S. R. Santos, Bruno Pasini, Juliana Freire
2016 A* conf
Understanding Website Behavior based on User Agent.
SIGIR
Kien Pham, Aécio S. R. Santos, Juliana Freire
2015 J jnl
A genetic programming framework to schedule webpage updates.
Inf. Retr. J.
Aécio S. R. Santos, Cristiano R. de Carvalho, Jussara M. Almeida, Edleno Silva de Moura, Altigran S. da Silva, Nivio Ziviani
2013 C conf
Learning to Schedule Webpage Updates Using Genetic Programming.
SPIRE
Aécio S. R. Santos, Nivio Ziviani, Jussara M. Almeida, Cristiano R. de Carvalho, Edleno Silva de Moura, Altigran Soares da Silva