Hélio Lopes - Publications, H-index & Citations

Hélio Lopes

Pontificia Universidade Catolica do Rio de Janeiro

21H指数

225论文数

2.5K被引数

收录论文 27

发表时间

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems Define-ML：一种构思机器学习赋能系统的方法

SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS, SEAA 2025, PT I

IF0

2026-01-01

PREAI

Alonso, Silvio; Santos Alves, Antonio Pedro; Romao, Lucas; Lopes, Helio; Kalinowski, Marcos

Practical Insights Into AI System Product Quality Evaluation AI系统产品质量评估的实用见解

IT Professional

IF2.6

2026-01-01

PREAI

Albertini, Wallace; Oviedo, Jesus; Motta, Eduardo; Araujo, Julia; Araujo, Marina; Rodriguez, Moises; Lopes, Helio; Kalinowski, Marcos; Piattini, Mario

Naming the Pain in machine learning-enabled systems engineering 为基于机器学习的系统工程命名痛苦

Information and Software Technology

IF4.3

2025-08-10

OAAI

Marcos Kalinowski; Daniel Mendez; Görkem Giray; Antonio Pedro Santos Alves; Kelly Azevedo; Tatiana Escovedo; Hugo Villamizar; Helio Lopes; Teresa Baldassarre; Stefan Wagner; Stefan Biffl; Jürgen Musil; Michael Felderer; Niklas Lavesson; Tony Gorschek

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

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2024-07-01

OAAI

Villamizar, Hugo; Kalinowski, Marcos; Lopes, Helio; Mendez, Daniel

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

INFORMATION AND SOFTWARE TECHNOLOGY

IF4.3

2023-04-01

OAAI

Alonso, Silvio; Kalinowski, Marcos; Ferreira, Bruna; Barbosa, Simone D. J.; Lopes, Helio

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

INFORMATION AND SOFTWARE TECHNOLOGY

IF4.3

2023-03-01

OAAI

Ferreira, Bruna; Marques, Silvio; Kalinowski, Marcos; Lopes, Helio; Barbosa, Simone D. J.

Designing Intelligent Agents in Normative Systems Toward Data Regulation Representation

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Alves, Paulo Henrique; Correia, Fernando; Frajhof, Isabella; De Souza, Clarisse Sieckenius; Lopes, Helio

Extracting value from Brazilian Court decisions

enterprise information systems

IF3.4

2022-05-01

PREAI

Ducca Fernandes, William Paulo; Frajhof, Isabella Zalcberg; Couto Fernandes de Almeida, Guilherme da Franca; Bueno Rodrigues, Ariane Moraes; Junqueira Barbosa, Simone Diniz; Konder, Carlos Nelson; Nasser, Rafael Barbosa; de Carvalho, Gustavo Robichez; Vieira Lopes, Helio Cortes

Fine-grained legal entity annotation: A case study on the Brazilian Supreme Court

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2022-01-01

PREAI

Correia, Fernando A.; Almeida, Alexandre A. A.; Nunes, Jose Luiz; Santos, Kaline G.; Hartmann, Ivar A.; Silva, Felipe A.; Lopes, Helio

Eras: Improving the quality control in the annotation process for Natural Language Processing tasks

enterprise information systems

IF3.4

2020-11-01

PREAI

Grosman, Jonatas S.; Furtado, Pedro H. T.; Rodrigues, Ariane M. B.; Schardong, Guilherme G.; Barbosa, Simone D. J.; Lopes, Helio C., V

Seismic fault detection in real data using transfer learning from a convolutional neural network pre-trained with synthetic seismic data

COMPUTERS & GEOSCIENCES

IF4.4

2020-02-01

129

PREAI

Cunha, Augusto; Pochet, Axelle; Lopes, Helio; Gattass, Marcelo

Appellate Court Modifications Extraction for Portuguese

artificial intelligence in agriculture

IF3.1

2019-07-12

PREAI

Fernandes, William Paulo Ducca; Silva, Luiz Jose Schirmer; Frajhof, Isabella Zalcberg; Couto Fernandes de Almeida, Guilherme da Franca; Konder, Carlos Nelson; Nasser, Rafael Barbosa; de Carvalho, Gustavo Robichez; Barbosa, Simone Diniz Junqueira; Lopes, Helio Cortes Vieira

Visual interactive support for selecting scenarios from time-series ensembles

DECISION SUPPORT SYSTEMS

IF6.8

2018-09-01

PREAI

Schardong, Guilherme G.; Rodrigues, Ariane M. B.; Barbosa, Simone D. J.; Lopes, Helio

ARTMe: a new array-based algorithm for Adaptive Refinement of Triangle Meshes

ENGINEERING WITH COMPUTERS

IF4.9

2018-01-18

PREAI

Coelho, Jeferson; Gattass, Marcelo; Lopes, Helio

Lobbes: An Algorithm for Sparse-Spike Deconvolution

ieee geoscience and remote sensing magazine

IF4.4

2017-12-01

PREAI

Fernandes, Rodrigo; Lopes, Helio; Gattass, Marcelo

LSHSIM: A Locality Sensitive Hashing based method for multiple-point geostatistics

COMPUTERS & GEOSCIENCES

IF4.4

2017-10-01

OAAI

Moura, Pedro; Laber, Eduardo; Lopes, Helio; Mesejo, Daniel; Pavanelli, Lucas; Jardim, Joao; Thiesen, Francisco; Pujol, Gabriel

A new quadtree-based approach for automatic quadrilateral mesh generation 一种新的基于四叉树的四边形网格自动生成方法

ENGINEERING WITH COMPUTERS

IF4.9

2016-07-27

PREAI

Pochet, Axelle; Celes, Waldemar; Lopes, Helio; Gattass, Marcelo

A methodology for traffic-related Twitter messages interpretation

COMPUTERS IN INDUSTRY

IF9.1

2016-05-01

PREAI

Albuquerque, Fabio C.; Casanova, Marco A.; Lopes, Helio; Redlich, Luciana R.; de Macedo, Jose Antonio F.; Lemos, Melissa; de Carvalho, Marcelo Tilio M.; Renso, Chiara

IBHM: index-based data structures for 2D and 3D hybrid meshes

ENGINEERING WITH COMPUTERS

IF4.9

2015-02-04

PREAI

Lage, Marcos; Martha, Luiz Fernando; Moitinho de Almeida, J. P.; Lopes, Helio

Uncertainty quantification through the Monte Carlo method in a cloud computing setting

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2014-05-01

OAAI

Cunha, Americo, Jr.; Nasser, Rafael; Sampaio, Rubens; Lopes, Helio; Breitman, Karin

研究方向