Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities. - Aline Bessa; Alberto H. F. Laender; Adriano Veloso; Nivio Ziviani (AMW, 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)

Using Mutual Influence to Improve Recommendations. - Aline Bessa; Adriano Veloso; Nivio Ziviani (SPIRE, 2013)

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)

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)

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)

Understanding Spatio-Temporal Urban Processes. - Lais M. A. Rocha; Aline Bessa; Fernando Chirigati; Eugene OFriel; Mirella M. Moro; Juliana Freire (IEEE BigData, 2019)

Efficient Discovery of Meaningful Outlier Relationships. - Aline Bessa; Juliana Freire; Divesh Srivastava; Tamraparni Dasu (CoRR, 2019)

Effective Discovery of Meaningful Outlier Relationships. - Aline Bessa; Juliana Freire; Tamraparni Dasu; Divesh Srivastava (Trans. Data Sci., 2020)

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 (SIGMOD Conference, 2021)

Correlation Sketches for Approximate Join-Correlation Queries. - Aécio S. R. Santos; Aline Bessa; Fernando Chirigati; Christopher Musco; Juliana Freire (SIGMOD Conference, 2021)

Auctus: A Search Engine for Data Discovery and Augmentation. - Sonia Castelo; Rémi Rampin; Aécio S. R. Santos; Aline Bessa; Fernando Chirigati; Juliana Freire (SEA-Data@VLDB, 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 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)

A Sketch-based Index for Correlated Dataset Search. - Aécio S. R. Santos; Aline Bessa; Christopher Musco; Juliana Freire (ICDE, 2022)

Using Pipeline Performance Prediction to Accelerate AutoML Systems. - Haoxiang Zhang 003; Roque Lopez; Aécio S. R. Santos; Jorge Piazentin Ono; Aline Bessa; Juliana Freire (DEEM@SIGMOD, 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 003 (PODS, 2023)