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Wellington Cabrera
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2020 – today
- 2022
- [c7]Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez:
GALGO: Scalable Graph Analytics with a Parallel DBMS. CIKM 2022: 4823-4827 - 2021
- [j7]Mohamed Y. Eltabakh, Anantha Subramanian, Awny Al-Omari, Mohammed Al-Kateb, Sanjay Nair, Mahbub Hasan, Wellington Cabrera, Charles Zhang, Amit Kishore, Snigdha Prasad:
Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage. Proc. VLDB Endow. 14(12): 2959-2971 (2021)
2010 – 2019
- 2019
- [j6]Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava:
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine. Proc. VLDB Endow. 12(12): 1854-1857 (2019) - 2017
- [j5]Wellington Cabrera, Carlos Ordonez:
Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries. Distributed Parallel Databases 35(3-4): 335-362 (2017) - [j4]Carlos Ordonez, Wellington Cabrera, Achyuth Gurram:
Comparing columnar, row and array DBMSs to process recursive queries on graphs. Inf. Syst. 63: 66-79 (2017) - 2016
- [j3]David Sergio Matusevich, Wellington Cabrera, Carlos Ordonez:
Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R. Mach. Learn. 102(3): 483-504 (2016) - [j2]Carlos Ordonez, Yiqun Zhang, Wellington Cabrera:
The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics. IEEE Trans. Knowl. Data Eng. 28(7): 1905-1918 (2016) - [c6]Wellington Cabrera, Carlos Ordonez:
Unified Algorithm to Solve Several Graph Problems with Relational Queries. AMW 2016 - [c5]Yiqun Zhang, Carlos Ordonez, Wellington Cabrera:
Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. CCGrid 2016: 627-630 - [c4]Wellington Cabrera, Driss Benhaddou, Carlos Ordonez:
Solar Power Prediction for Smart Community Microgrid. SMARTCOMP 2016: 1-6 - 2014
- [j1]Carlos Ordonez, Sofian Maabout, David Sergio Matusevich, Wellington Cabrera:
Extending ER models to capture database transformations to build data sets for data mining. Data Knowl. Eng. 89: 38-54 (2014) - [c3]Carlos Ordonez, Yiqun Zhang, Wellington Cabrera:
The Gamma Operator for Big Data Summarization on an Array DBMS. BigMine 2014: 88-103 - 2013
- [c2]Wellington Cabrera, Carlos Ordonez, David Sergio Matusevich, Veerabhadran Baladandayuthapani:
Bayesian variable selection for linear regression in high dimensional microarray data. DTMBIO 2013: 17-18 - [c1]Carlos Ordonez, Javier García-García, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi:
Data mining algorithms as a service in the cloud exploiting relational database systems. SIGMOD Conference 2013: 1001-1004
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