Bayesian variable selection for linear regression in high dimensional microarray data. - Wellington Cabrera; Carlos Ordonez 001; David Sergio Matusevich; Veerabhadran Baladandayuthapani (DTMBIO, 2013)

Data mining algorithms as a service in the cloud exploiting relational database systems. - Carlos Ordonez 001; Javier García-García 001; Carlos Garcia-Alvarado; Wellington Cabrera; Veerabhadran Baladandayuthapani; Mohammed S. Quraishi (SIGMOD Conference, 2013)

The Gamma Operator for Big Data Summarization on an Array DBMS. - Carlos Ordonez 001; Yiqun Zhang 001; Wellington Cabrera (BigMine, 2014)

Extending ER models to capture database transformations to build data sets for data mining. - Carlos Ordonez 001; Sofian Maabout; David Sergio Matusevich; Wellington Cabrera (Data Knowl. Eng., 2014)

Unified Algorithm to Solve Several Graph Problems with Relational Queries. - Wellington Cabrera; Carlos Ordonez 001 (AMW, 2016)

Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. - Yiqun Zhang 001; Carlos Ordonez 001; Wellington Cabrera (CCGrid, 2016)

Solar Power Prediction for Smart Community Microgrid. - Wellington Cabrera; Driss Benhaddou; Carlos Ordonez 001 (SMARTCOMP, 2016)

Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R. - David Sergio Matusevich; Wellington Cabrera; Carlos Ordonez 001 (Mach. Learn., 2016)

The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics. - Carlos Ordonez 001; Yiqun Zhang 001; Wellington Cabrera (IEEE Trans. Knowl. Data Eng., 2016)

Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries. - Wellington Cabrera; Carlos Ordonez 001 (Distributed Parallel Databases, 2017)

Comparing columnar, row and array DBMSs to process recursive queries on graphs. - Carlos Ordonez 001; Wellington Cabrera; Achyuth Gurram (Inf. Syst., 2017)

In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine. - Sandeep Singh Sandha; Wellington Cabrera; Mohammed Al-Kateb; Sanjay Nair; Mani B. Srivastava (Proc. VLDB Endow., 2019)

Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage. - Mohamed Y. Eltabakh; Anantha Subramanian; Awny Al-Omari; Mohammed Al-Kateb; Sanjay Nair; Mahbub Hasan; Wellington Cabrera; Charles Zhang; Amit Kishore; Snigdha Prasad (Proc. VLDB Endow., 2021)

GALGO: Scalable Graph Analytics with a Parallel DBMS. - Wellington Cabrera; Xiantian Zhou; Ladjel Bellatreche; Carlos Ordonez 001 (CIKM, 2022)