Hélio Côrtes Vieira Lopes

About Hélio Côrtes Vieira Lopes

Hélio Côrtes Vieira Lopes, With an exceptional h-index of 24 and a recent h-index of 14 (since 2020), a distinguished researcher at Pontifícia Universidade Católica do Rio de Janeiro, specializes in the field of Data Science, Machine Learning, Visualization, Computer Graphics, Modeling.

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

ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems

Identifying concerns when specifying machine learning-enabled systems: A perspective-based approach

Investigating the Impact of SOLID Design Principles on Machine Learning Code Understanding

Lessons learned to improve the UX practices in agile projects involving data science and process automation

Binary Matrix Factorization Discretization

Neural implicit mapping via nested neighborhoods: real-time rendering of neural SDFs with textures

Towards efficient searches for the discrete basis problem

Designing Intelligent Agents in Normative Systems Toward Data Regulation Representation

Hélio Côrtes Vieira Lopes Information

University

Position

___

Citations(all)

2884

Citations(since 2020)

1161

Cited By

2067

hIndex(all)

24

hIndex(since 2020)

14

i10Index(all)

58

i10Index(since 2020)

22

Email

University Profile Page

Pontifícia Universidade Católica do Rio de Janeiro

Google Scholar

View Google Scholar Profile

Hélio Côrtes Vieira Lopes Skills & Research Interests

Data Science

Machine Learning

Visualization

Computer Graphics

Modeling

Top articles of Hélio Côrtes Vieira Lopes

Title

Journal

Author(s)

Publication Date

ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems

arXiv preprint arXiv:2402.05333

Eduardo Zimelewicz

Marcos Kalinowski

Daniel Mendez

Görkem Giray

Antonio Pedro Santos Alves

...

2024/2/8

Identifying concerns when specifying machine learning-enabled systems: A perspective-based approach

Journal of Systems and Software

Hugo Villamizar

Marcos Kalinowski

Hélio Lopes

Daniel Mendez

2024/4/6

Investigating the Impact of SOLID Design Principles on Machine Learning Code Understanding

arXiv preprint arXiv:2402.05337

Raphael Cabral

Marcos Kalinowski

Maria Teresa Baldassarre

Hugo Villamizar

Tatiana Escovedo

...

2024/2/8

Lessons learned to improve the UX practices in agile projects involving data science and process automation

Information and Software Technology

Bruna Ferreira

Silvio Marques

Marcos Kalinowski

Hélio Lopes

Simone DJ Barbosa

2023/3/1

Binary Matrix Factorization Discretization

Georges Spyrides

Marcus Poggi

Hélio Lopes

2023/6/18

Neural implicit mapping via nested neighborhoods: real-time rendering of neural SDFs with textures

Vinícius Da Silva

Tiago Novello

Guilherme Schardong

Luiz Schirmer

HELIO CORTES VIEIRA LOPES

...

2023/10/13

Towards efficient searches for the discrete basis problem

Georges Spyrides

Marcus Poggi

Hélio Lopes

2023

Designing Intelligent Agents in Normative Systems Toward Data Regulation Representation

IEEE Access

Paulo Henrique Alves

Fernando Correia

Isabella Frajhof

Clarisse De Souza

Helio Lopes

2023/5/15

A framework for enhancing industrial soft sensor learning models

Digital Chemical Engineering

João Guilherme Mattos

Patrick Nigri Happ

William Fernandes

Helio Côrtes Vieira Lopes

Simone DJ Barbosa

...

2023/7/21

A Normative Multiagent Approach to Represent Data Regulation Concerns.

Paulo Henrique Cardoso Alves

Fernando A Correia

Isabella Zalcberg Frajhof

Clarisse Sieckenius de Souza

Helio Lopes

2023

Engenharia de Software para Ciência de Dados: Um guia de boas práticas com ênfase na construção de sistemas de Machine Learning em Python

Marcos Kalinowski

Tatiana Escovedo

Hugo Villamizar

Hélio Lopes

2023/5/3

Dynamic Topic Modeling with Tensor Decomposition as a Tool to Explore the Legal Precedent Relevance Over Time

Fernando A Correia

José Luiz Nunes

Paulo Henrique Alves

Hélio Lopes

2023/8/22

Neural Implicit Surface Evolution

Tiago Novello

Vinicius Da Silva

Guilherme Schardong

Luiz Schirmer

Helio Lopes

...

2023

Method of assessment of the quality of the burn of the gases in the flare and adjustment to the vapor flow rate in a continuous and constant way

2023/4/20

Binary Matrix Factorization Post-processing and Applications

Hélio Côrtes Vieira Lopes

2023/8

Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey

Antonio Pedro Santos Alves

Marcos Kalinowski

Görkem Giray

Daniel Mendez

Niklas Lavesson

...

2023/12/2

A systematic mapping study and practitioner insights on the use of software engineering practices to develop MVPs

Silvio Alonso

Marcos Kalinowski

Bruna Ferreira

Simone DJ Barbosa

Hélio Lopes

2023/4/1

MR-Net: Multiresolution sinusoidal neural networks

Computers & Graphics

Hallison Paz

Daniel Perazzo

Tiago Novello

Guilherme Schardong

Luiz Schirmer

...

2023/8/1

How to train your (neural) dragon

Luiz Schirmer

Tiago Novello

Vinícius da Silva

Guilherme Schardong

Hélio Lopes

...

2023/11/6

Mineração de processos aplicada à auditoria interna na marinha do brasil

Marcos Alexandre Castro

Nelson Souza Jr

Tatiana Escovedo

Helio Lopes

Marcos Kalinowski

2022/9/19

See List of Professors in Hélio Côrtes Vieira Lopes University(Pontifícia Universidade Católica do Rio de Janeiro)

Co-Authors

H-index: 38
Marcelo Gattass

Marcelo Gattass

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 33
Marco Antonio Casanova

Marco Antonio Casanova

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 33
Simone Diniz Junqueira Barbosa

Simone Diniz Junqueira Barbosa

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 32
Marcos Kalinowski

Marcos Kalinowski

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 27
Thomas Lewiner

Thomas Lewiner

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 22
Karin Breitman

Karin Breitman

Pontifícia Universidade Católica do Rio de Janeiro

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