2 citations · 7 across the 7 of their papers we have counts for
5 papers · 1 filter
Functional vs. Object-Oriented: Comparing How Programming Paradigms Affect the Architectural Characteristics of Systems
Briza Mel Dias de Sousa, Renato Cordeiro Ferreira, Alfredo Goldman
This study compares the impact of adopting object-oriented programming (OOP) or functional programming (FP) on the architectural characteristics of software systems. For that, it e…
SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection
Renato Cordeiro Ferreira, Dayanne Gomes, Vitor Tamae +2
Respiratory insufficiency is a medic symptom in which a person gets a reduced amount of oxygen in the blood. This paper reports the experience of building SPIRA: an intelligent sys…
Exploring Micro Frontends: A Case Study Application in E-Commerce
Ricardo Hideki Hangai Kojo, Luiz Fernando Corte Real, Renato Cordeiro Ferreira +2
In the micro frontends architectural style, the frontend is divided into smaller components, which can range from a simple button to an entire page. The goal is to improve scalabil…
Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain
Daniel Angelo Esteves Lawand, Lucas Quaresma Medina Lam, Roberto Oliveira Bolgheroni +3
Deploying a Machine Learning (ML) training pipeline into production requires good software engineering practices. Unfortunately, the typical data science workflow often leads to co…
Leveraging XP and CRISP-DM for Agile Data Science Projects
Andre Massahiro Shimaoka, Renato Cordeiro Ferreira, Alfredo Goldman
This study explores the integration of eXtreme Programming (XP) and the Cross-Industry Standard Process for Data Mining (CRISP-DM) in agile Data Science projects. We conducted a ca…