Aline Bessa

According to our database, Aline Bessa authored at least 17 papers between 2012 and 2023.

Collaborative distances:

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

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

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

2020

Effective Discovery of Meaningful Outlier Relationships.

Aline Bessa, Juliana Freire, Tamraparni Dasu, Divesh Srivastava

Trans. Data Sci., 2020

2019

Efficient Discovery of Meaningful Outlier Relationships.

Aline Bessa, Juliana Freire, Divesh Srivastava, Tamraparni Dasu

CoRR, 2019

Understanding Spatio-Temporal Urban Processes.

Lais M. A. Rocha, Aline Bessa, Fernando Chirigati, Eugene OFriel, Mirella M. Moro, Juliana Freire

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2017

Exploiting item co-utility to improve collaborative filtering recommendations.

Aline Bessa, Rodrygo L. T. Santos, Adriano Veloso, Nivio Ziviani

J. Assoc. Inf. Sci. Technol., 2017

2016

Exploring What not to Clean in Urban Data: A Study Using New York City Taxi Trips.

Juliana Freire, Aline Bessa, Fernando Chirigati, Huy T. Vo, Kai Zhao

IEEE Data Eng. Bull., 2016

RioBusData: Outlier Detection in Bus Routes of Rio de Janeiro.

Aline Bessa, Fernando de Mesentier Silva, Rodrigo Frassetto Nogueira, Enrico Bertini, Juliana Freire

CoRR, 2016

2013

Using Mutual Influence to Improve Recommendations.

Aline Bessa, Adriano Veloso, Nivio Ziviani

Proceedings of the String Processing and Information Retrieval, 2013

2012

Graph Cospectrality using Neighborhood Matrices.

Aline Duarte Bessa, Ivan C. Rocha-Neto, Suani Tavares Rubim de Pinho, Roberto Fernandes Silva Andrade, Thierry Petit Lobão

Electron. J. Comb., 2012

Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities.

Aline Bessa, Alberto H. F. Laender, Adriano Veloso, Nivio Ziviani

Proceedings of the 6th Alberto Mendelzon International Workshop on Foundations of Data Management, 2012