Aécio S. R. Santos

According to our database, Aécio S. R. Santos authored at least 22 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Efficiently Estimating Mutual Information Between Attributes Across Tables.

Aécio S. R. Santos, Flip Korn, Juliana Freire

CoRR, 2024

Simple Analysis of Priority Sampling.

Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang

Proceedings of the 2024 Symposium on Simplicity in Algorithms, 2024

2023

Sampling Methods for Inner Product Sketching.

Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang

CoRR, 2023

Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation.

Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang

Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2023

Using Pipeline Performance Prediction to Accelerate AutoML Systems.

Haoxiang Zhang, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks.

Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

A Sketch-based Index for Correlated Dataset Search.

Aécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Auctus: A Dataset Search Engine for Data Discovery and Augmentation.

Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire

Proc. VLDB Endow., 2021

Auctus: A Dataset Search Engine for Data Augmentation.

Fernando Chirigati, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Juliana Freire

CoRR, 2021

Auctus: A Search Engine for Data Discovery and Augmentation.

Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire

Proceedings of the 2nd Workshop on Search, 2021

Correlation Sketches for Approximate Join-Correlation Queries.

Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

An Ecosystem of Applications for Modeling Political Violence.

Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

DSDD: Domain-Specific Dataset Discovery on the Web.

Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Towards Evaluating Exploratory Model Building Process with AutoML Systems.

Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire

CoRR, 2020

2019

Bootstrapping Domain-Specific Content Discovery on the Web.

Kien Pham, Aécio S. R. Santos, Juliana Freire

Proceedings of the World Wide Web Conference, 2019

A Topic-Agnostic Approach for Identifying Fake News Pages.

Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.

Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

2018

Learning to Discover Domain-Specific Web Content.

Kien Pham, Aécio S. R. Santos, Juliana Freire

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

2016

A First Study on Temporal Dynamics of Topics on the Web.

Aécio S. R. Santos, Bruno Pasini, Juliana Freire

Proceedings of the 25th International Conference on World Wide Web, 2016

Understanding Website Behavior based on User Agent.

Kien Pham, Aécio S. R. Santos, Juliana Freire

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015

A genetic programming framework to schedule webpage updates.

Aécio S. R. Santos, Cristiano R. de Carvalho, Jussara M. Almeida, Edleno Silva de Moura, Altigran S. da Silva, Nivio Ziviani

Inf. Retr. J., 2015

2013

Learning to Schedule Webpage Updates Using Genetic Programming.

Aécio S. R. Santos, Nivio Ziviani, Jussara M. Almeida, Cristiano R. de Carvalho, Edleno Silva de Moura, Altigran Soares da Silva

Proceedings of the String Processing and Information Retrieval, 2013