Wellington Cabrera

14 papers A 1B 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2022 A conf
GALGO: Scalable Graph Analytics with a Parallel DBMS.
CIKM
Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez
2021 J jnl
Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage.
Proc. VLDB Endow.
Mohamed Y. Eltabakh, Anantha Subramanian, Awny Al-Omari, Mohammed Al-Kateb, Sanjay Nair, Mahbub Hasan, Wellington Cabrera, Charles Zhang, Amit Kishore, Snigdha Prasad
2019 J jnl
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine.
Proc. VLDB Endow.
Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava
2017 J jnl
Comparing columnar, row and array DBMSs to process recursive queries on graphs.
Inf. Syst.
Carlos Ordonez, Wellington Cabrera, Achyuth Gurram
2017 J jnl
Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries.
Distributed Parallel Databases
Wellington Cabrera, Carlos Ordonez
2016 J jnl
Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R.
Mach. Learn.
David Sergio Matusevich, Wellington Cabrera, Carlos Ordonez
2016 B conf
Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language.
CCGrid
Yiqun Zhang, Carlos Ordonez, Wellington Cabrera
2016 B conf
Solar Power Prediction for Smart Community Microgrid.
SMARTCOMP
Wellington Cabrera, Driss Benhaddou, Carlos Ordonez
2016 J jnl
The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics.
IEEE Trans. Knowl. Data Eng.
Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
2016 — conf
Unified Algorithm to Solve Several Graph Problems with Relational Queries.
AMW
Wellington Cabrera, Carlos Ordonez
2014 J jnl
Extending ER models to capture database transformations to build data sets for data mining.
Data Knowl. Eng.
Carlos Ordonez, Sofian Maabout, David Sergio Matusevich, Wellington Cabrera
2014 — conf
The Gamma Operator for Big Data Summarization on an Array DBMS.
BigMine
Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
2013 — conf
Bayesian variable selection for linear regression in high dimensional microarray data.
DTMBIO
Wellington Cabrera, Carlos Ordonez, David Sergio Matusevich, Veerabhadran Baladandayuthapani
2013 — conf
Data mining algorithms as a service in the cloud exploiting relational database systems.
SIGMOD Conference
Carlos Ordonez, Javier García-García, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi