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 | 56 | 2016 |

Comparing columnar, row and array DBMSs to process recursive queries on graphs C Ordonez, W Cabrera, A Gurram Information Systems 63, 66-79, 2017 | 32 | 2017 |

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 | 26 | 2014 |

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 | 22 | 2019 |

Solar power prediction for smart community microgrid W Cabrera, D Benhaddou, C Ordonez 2016 IEEE international conference on smart computing (SMARTCOMP), 1-6, 2016 | 20 | 2016 |

Scalable parallel graph algorithms with matrix–vector multiplication evaluated with queries W Cabrera, C Ordonez Distributed and Parallel Databases 35, 335-362, 2017 | 16 | 2017 |

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 | 11 | 2016 |

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 | 10 | 2014 |

Unified Algorithm to Solve Several Graph Problems with Relational Queries. W Cabrera, C Ordonez AMW, 2016 | 8 | 2016 |

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 | 8 | 2013 |

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, 483-504, 2016 | 6 | 2016 |

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 | 6 | 2013 |

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 | 1 | 2021 |

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 | | |