Duncan Dubugras Alcoba Ruiz

About Duncan Dubugras Alcoba Ruiz

Duncan Dubugras Alcoba Ruiz, With an exceptional h-index of 22 and a recent h-index of 13 (since 2020), a distinguished researcher at Pontifícia Universidade Católica do Rio Grande do Sul, specializes in the field of Knowledge Discovery in Databases, Data Mining and Data Warehousing, Temporal and Spatial Databases, Big Data and Analytics, Soft.

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

Um farol para criação e avaliação de cursos de Ciência de Dados: os referenciais curriculares da SBC

A Model for Troubleshooting Automation Based on Text Similarity

Imagery contents descriptions for People with visual impairments

Data integration in a Hadoop-based data lake: A bioinformatics case

On the use of machine learning and deep learning for text similarity and categorization and its application to troubleshooting automation

Leveraging Textual Descriptions for House Price Valuation

New trends in big data profiling

An overview about data integration in data lakes

Duncan Dubugras Alcoba Ruiz Information

University

Position

- PUCRS - BRAZIL

Citations(all)

1477

Citations(since 2020)

587

Cited By

1078

hIndex(all)

22

hIndex(since 2020)

13

i10Index(all)

39

i10Index(since 2020)

21

Email

University Profile Page

Pontifícia Universidade Católica do Rio Grande do Sul

Google Scholar

View Google Scholar Profile

Duncan Dubugras Alcoba Ruiz Skills & Research Interests

Knowledge Discovery in Databases

Data Mining and Data Warehousing

Temporal and Spatial Databases

Big Data and Analytics

Soft

Top articles of Duncan Dubugras Alcoba Ruiz

Title

Journal

Author(s)

Publication Date

Um farol para criação e avaliação de cursos de Ciência de Dados: os referenciais curriculares da SBC

Anais

Ângelo Brayner

Andre Carlos Ponce de Leon Ferreira de Carvalho

Duncan Dubugras Alcoba Ruiz

Eduardo Ogasawara

2024

A Model for Troubleshooting Automation Based on Text Similarity

Laura Tomaz Da Silva

Júlia Colleoni Couto

Davi Kniest

Julia Godoy

Daniel Callegari

...

2023/7/13

Imagery contents descriptions for People with visual impairments

Alessandra Helena Jandrey

Duncan Dubugras Alcoba Ruiz

Milene Selbach Silveira

2023/10/16

Data integration in a Hadoop-based data lake: A bioinformatics case

International Journal of Data Mining and Knowledge Management Process (IJDKP)

JULIA COLLEONI COUTO

OLIMAR BORGES

Duncan Dubugras Alcoba Ruiz

2022

On the use of machine learning and deep learning for text similarity and categorization and its application to troubleshooting automation

Julia Couto

Laura Tomaz

Julia Godoy

Davi Kniest

Daniel Callegari

...

2022/1/4

Leveraging Textual Descriptions for House Price Valuation

Luís Fernando Bittencourt

Otávio Parraga

Duncan D Ruiz

Isabel H Manssour

Soraia Raupp Musse

...

2022/11/19

New trends in big data profiling

Júlia Colleoni Couto

Juliana Damasio

Rafael Bordini

Duncan Ruiz

2022/7/7

An overview about data integration in data lakes

Júlia Colleoni Couto

Duncan Dubugras Ruiz

2022/6/22

Automatized bioinformatics data integration in a hadoop-based data lake

International Conference on Data Mining and Applications,(Vancouver, CA)

J Couto

O Borges

D Ruiz

2022/5/28

A PMBoK Extension Proposal for Data Visualization in Software Project Management.

Julia M Colleoni Couto

Josiane Kroll

Duncan D Ruiz

Rafael Prikladnicki

2021

Challenges in using Machine Learning to Support Software Engineering

JULIA COUTO

OLIMAR BORGES

RAFAEL PRIKLADNICKI

Duncan Dubugras Alcoba Ruiz

2021

Image Descriptions' Limitations for People with Visual Impairments: Where Are We and Where Are We Going?

Alessandra Helena Jandrey

Duncan Dubugras Alcoba Ruiz

Milene Selbach Silveira

2021/10/18

Visual explanation for identification of the brain bases for developmental dyslexia on fMRI data

Frontiers in computational neuroscience

Laura Tomaz Da Silva

Nathalia Bianchini Esper

Duncan D Ruiz

Felipe Meneguzzi

Augusto Buchweitz

2021/9/9

HAPRec: Hybrid activity and plan recognizer

arXiv preprint arXiv:2004.13482

Roger Granada

Ramon Fraga Pereira

Juarez Monteiro

Leonardo Amado

Rodrigo C Barros

...

2020/4/28

Efficient neural architecture for text-to-image synthesis

Douglas M Souza

Jônatas Wehrmann

Duncan D Ruiz

2020/7/19

How machine learning has been applied in software engineering?

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020, Brasil.

Olimar Borges

Julia Couto

Duncan Dubugras Alcoba Ruiz

Rafael Prikladnicki

2020

SmartIX: A database indexing agent based on reinforcement learning

Applied Intelligence

Gabriel Paludo Licks

Julia Colleoni Couto

Priscilla de Fátima Miehe

Renata De Paris

Duncan Dubugras Ruiz

...

2020/8

See List of Professors in Duncan Dubugras Alcoba Ruiz University(Pontifícia Universidade Católica do Rio Grande do Sul)

Co-Authors

H-index: 83
Ling Liu

Ling Liu

Georgia Institute of Technology

H-index: 71
Calton Pu

Calton Pu

Georgia Institute of Technology

H-index: 69
Freitas, Alex A.

Freitas, Alex A.

University of Kent

H-index: 33
Rodrigo Coelho Barros

Rodrigo Coelho Barros

Pontifícia Universidade Católica do Rio Grande do Sul

H-index: 26
José Palazzo Moreira de Oliveira

José Palazzo Moreira de Oliveira

Universidade Federal do Rio Grande do Sul

H-index: 26
Avelino Francisco Zorzo

Avelino Francisco Zorzo

Pontifícia Universidade Católica do Rio Grande do Sul

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