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Wellington Cabrera
Wellington Cabrera
Geverifieerd e-mailadres voor cs.uh.edu
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The Gamma matrix to summarize dense and sparse data sets for big data analytics
C Ordonez, Y Zhang, W Cabrera
IEEE Transactions on Knowledge and Data Engineering 28 (7), 1905-1918, 2016
512016
Comparing columnar, row and array DBMSs to process recursive queries on graphs
C Ordonez, W Cabrera, A Gurram
Information Systems 63, 66-79, 2017
302017
Extending ER models to capture database transformations to build data sets for data mining
C Ordonez, S Maabout, DS Matusevich, W Cabrera
Data & Knowledge Engineering 89, 38-54, 2014
202014
In-database distributed machine learning: demonstration using Teradata SQL engine
SS Sandha, W Cabrera, M Al-Kateb, S Nair, M Srivastava
Proceedings of the VLDB Endowment 12 (12), 2019
152019
Scalable parallel graph algorithms with matrix–vector multiplication evaluated with queries
W Cabrera, C Ordonez
Distributed and Parallel Databases 35 (3), 335-362, 2017
152017
Solar power prediction for smart community microgrid
W Cabrera, D Benhaddou, C Ordonez
2016 IEEE International Conference on Smart Computing (SMARTCOMP), 1-6, 2016
142016
Big data analytics integrating a parallel columnar DBMS and the R language
Y Zhang, C Ordonez, W Cabrera
2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2016
112016
The Gamma operator for big data summarization on an array DBMS
C Ordonez, Y Zhang, W Cabrera
Proceedings of the 3rd International Workshop on Big Data, Streams and …, 2014
102014
Unified Algorithm to Solve Several Graph Problems with Relational Queries.
W Cabrera, C Ordonez
AMW, 2016
82016
Data mining algorithms as a service in the cloud exploiting relational database systems
C Ordonez, J García-García, C Garcia-Alvarado, W Cabrera, ...
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
82013
Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R
DS Matusevich, W Cabrera, C Ordonez
Machine Learning 102 (3), 483-504, 2016
62016
Bayesian variable selection for linear regression in high dimensional microarray data
W Cabrera, C Ordonez, DS Matusevich, V Baladandayuthapani
Proceedings of the 7th international workshop on Data and text mining in …, 2013
62013
Not black-box anymore! enabling analytics-aware optimizations in teradata vantage
M Eltabakh, A Subramanian, A Al-Omari, M Al-Kateb, S Nair, M Hasan, ...
Proceedings of the VLDB Endowment 14 (12), 2959-2971, 2021
12021
GALGO: Scalable Graph Analytics with a Parallel DBMS
W Cabrera, X Zhou, L Bellatreche, C Ordonez
Proceedings of the 31st ACM International Conference on Information …, 2022
2022
Optimized Algorithms for Data Analysis in Parallel Database Systems
W Cabrera
2017
Statistical and Graph Analysis with R and Scalable Matrix Multiplication
C Ordonez, Y Zhang, W Cabrera, L Bellatreche
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Artikelen 1–16