Aline Bessa

18 papers A* 2C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
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
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
2020 J jnl
Effective Discovery of Meaningful Outlier Relationships.
Trans. Data Sci.
Aline Bessa, Juliana Freire, Tamraparni Dasu, Divesh Srivastava
2019 J jnl
Efficient Discovery of Meaningful Outlier Relationships.
CoRR
Aline Bessa, Juliana Freire, Divesh Srivastava, Tamraparni Dasu
2019 — conf
Understanding Spatio-Temporal Urban Processes.
IEEE BigData
Lais M. A. Rocha, Aline Bessa, Fernando Chirigati, Eugene OFriel, Mirella M. Moro, Juliana Freire
2017 J jnl
Exploiting item co-utility to improve collaborative filtering recommendations.
J. Assoc. Inf. Sci. Technol.
Aline Bessa, Rodrygo L. T. Santos, Adriano Veloso, Nivio Ziviani
2016 J jnl
Exploring What not to Clean in Urban Data: A Study Using New York City Taxi Trips.
IEEE Data Eng. Bull.
Juliana Freire, Aline Bessa, Fernando Chirigati, Huy T. Vo, Kai Zhao
2016 J jnl
RioBusData: Outlier Detection in Bus Routes of Rio de Janeiro.
CoRR
Aline Bessa, Fernando de Mesentier Silva, Rodrigo Frassetto Nogueira, Enrico Bertini, Juliana Freire
2013 C conf
Using Mutual Influence to Improve Recommendations.
SPIRE
Aline Bessa, Adriano Veloso, Nivio Ziviani
2012 — conf
Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities.
AMW
Aline Bessa, Alberto H. F. Laender, Adriano Veloso, Nivio Ziviani