Aline Bessa

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 16

Top Topics

Collaborative Filtering Recommendation

Angular Velocity

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

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)
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)
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)
Aline Bessa, Juliana Freire, Tamraparni Dasu, Divesh Srivastava
Effective Discovery of Meaningful Outlier Relationships. Trans. Data Sci. 1 (2) (2020)
Lais M. A. Rocha, Aline Bessa, Fernando Chirigati, Eugene OFriel, Mirella M. Moro, Juliana Freire
Understanding Spatio-Temporal Urban Processes. IEEE BigData (2019)
Aline Bessa, Juliana Freire, Divesh Srivastava, Tamraparni Dasu
Efficient Discovery of Meaningful Outlier Relationships. CoRR (2019)
Aline Bessa, Rodrygo L. T. Santos, Adriano Veloso, Nivio Ziviani
Exploiting item co-utility to improve collaborative filtering recommendations. J. Assoc. Inf. Sci. Technol. 68 (10) (2017)
Aline Bessa, Fernando de Mesentier Silva, Rodrigo Frassetto Nogueira, Enrico Bertini, Juliana Freire
RioBusData: Outlier Detection in Bus Routes of Rio de Janeiro. CoRR (2016)
Juliana Freire, Aline Bessa, Fernando Chirigati, Huy T. Vo, Kai Zhao
Exploring What not to Clean in Urban Data: A Study Using New York City Taxi Trips. IEEE Data Eng. Bull. 39 (2) (2016)
Aline Bessa, Adriano Veloso, Nivio Ziviani
Using Mutual Influence to Improve Recommendations. SPIRE (2013)
Aline Bessa, Alberto H. F. Laender, Adriano Veloso, Nivio Ziviani
Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities. AMW (2012)