Carlos Ordonez

Carlos Ordonez

University of Houston

H-index: 33

North America-United States

About Carlos Ordonez

Carlos Ordonez, With an exceptional h-index of 33 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Houston, specializes in the field of Big Data, Database Systems, Data Science Languages.

His recent articles reflect a diverse array of research interests and contributions to the field:

Balanced parallel triangle enumeration with an adaptive algorithm

Improving Stochastic Gradient Descent Initializing with Data Summarization

Energy-Aware Query Processing: A Case Study on Join Reordering

Check for updates Improving Stochastic Gradient Descent Initializing with Data Summarization

Understanding Data Pre-processing with a Hybrid Diagram Integrating ER and Data Flow Notation

Parallel pattern enumeration in large graphs

Bitwise algorithms to compute the transitive closure of graphs in python

Flower: Viewing data flow in er diagrams

Carlos Ordonez Information

University

Position

Department of Computer Science

Citations(all)

4585

Citations(since 2020)

1259

Cited By

3845

hIndex(all)

33

hIndex(since 2020)

16

i10Index(all)

83

i10Index(since 2020)

39

Email

University Profile Page

University of Houston

Google Scholar

View Google Scholar Profile

Carlos Ordonez Skills & Research Interests

Big Data

Database Systems

Data Science Languages

Top articles of Carlos Ordonez

Title

Journal

Author(s)

Publication Date

Balanced parallel triangle enumeration with an adaptive algorithm

Distributed and Parallel Databases

Abir Farouzi

Xiantian Zhou

Ladjel Bellatreche

Mimoun Malki

Carlos Ordonez

2024/3

Improving Stochastic Gradient Descent Initializing with Data Summarization

Robin Varghese

Carlos Ordonez

2023/8/10

Energy-Aware Query Processing: A Case Study on Join Reordering

Ladjel Bellatreche

Fouad Djellali

Wojciech Macyna

Carlos Ordonez

2023/12/15

Check for updates Improving Stochastic Gradient Descent Initializing with Data Summarization

Big Data Analytics and Knowledge Discovery: 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28–30, 2023, Proceedings

Robin Varghese

Carlos Ordonez

2023/8/9

Understanding Data Pre-processing with a Hybrid Diagram Integrating ER and Data Flow Notation

Robin Varghese

Carlos Ordonez

2023/12/15

Parallel pattern enumeration in large graphs

Abir Farouzi

Xiantian Zhou

Ladjel Bellatreche

Mimoun Malki

Carlos Ordonez

2023/8/18

Bitwise algorithms to compute the transitive closure of graphs in python

Xiantian Zhou

Abir Farouzi

Ladjel Bellatreche

Carlos Ordonez

2023/8/18

Flower: Viewing data flow in er diagrams

Elijah Mitchell

Nabila Berkani

Ladjel Bellatreche

Carlos Ordonez

2023/8/10

Incremental and accurate computation of machine learning models with smart data summarization

Journal of Intelligent Information Systems

Sikder Tahsin Al-Amin

Carlos Ordonez

2022/8

Discovering similar spike patterns in high dimensional biomedical signals

Sikder Tahsin Al-Amin

Robin Varghese

David Lloyd

Maria A Gonzalez-Gonzalez

Mario I Romero-Ortega

...

2022/12/17

The central role of data repositories and data models in Data Science and Advanced Analytics

Ladjel Bellatreche

Carlos Ordonez

Dominique Méry

Matteo Golfarelli

2022/4/1

The impact of multicore cpus on eco-friendly query processors in big data warehouses

Ayoub Bouhatous

Ladjel Bellatreche

Carlos Ordonez

2022/12/17

Comparing Association Rules and Deep Neural Networks for Heart Disease Prediction

Carlos Ordonez

Ian Fund

Ladjel Bellatreche

2022/12/17

PROADAPT: Proactive framework for adaptive partitioning for big data warehouses

Data & Knowledge Engineering

Soumia Benkrid

Ladjel Bellatreche

Yacine Mestoui

Carlos Ordonez

2022/11/1

In-DBMS K-means Clustering for Binary Streams

Carlos Garcia-Alvarado

Carlos Ordonez

2022/12/17

GALGO: Scalable Graph Analytics with a Parallel DBMS

Wellington Cabrera

Xiantian Zhou

Ladjel Bellatreche

Carlos Ordonez

2022/10/17

A Different VIM: Visualizing Incremental Machine Learning

Sikder Tahsin Al-Amin

Mohammad Imtiaz Nur

Aisha Farooque

Guoning Chen

Robin Varghese

...

2022/10/17

Scalable Parallel Machine Learning Computing a Summarization Matrix with SQL Queries

Carlos Ordonez

2022/12/17

Efficient machine learning on data science languages with parallel data summarization

Data & Knowledge Engineering

Sikder Tahsin Al-Amin

Carlos Ordonez

2021/11/1

Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL

Soumia Benkrid

Ladjel Bellatreche

Yacine Mestoui

Carlos Ordonez

2021

See List of Professors in Carlos Ordonez University(University of Houston)

Co-Authors

H-index: 60
Shamkant B Navathe

Shamkant B Navathe

Georgia Institute of Technology

H-index: 39
Veera Baladandayuthapani

Veera Baladandayuthapani

University of Michigan-Dearborn

H-index: 39
Il-Yeol Song

Il-Yeol Song

Drexel University

H-index: 32
Ladjel Bellatreche

Ladjel Bellatreche

École Nationale Supérieure de Mécanique et d'Aérotechnique

H-index: 27
Ping Chen

Ping Chen

University of Massachusetts Boston

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