54 citations
- Universidade Federal de Minas GeraisBR5 papers
- Universidade Estadual de Campinas (UNICAMP)BR3 papers
- Faculdade de Ciências Médicas de Minas GeraisBR2 papers
- Universidade Federal de Campina GrandeBR2 papers
- Hospital das Clínicas da Universidade Federal de Minas GeraisBR1 paper
- IBM Research - BrazilBR1 paper
- Instituto Federal da BahiaBR1 paper
- Northern Arizona UniversityUS1 paper
- Radboud University NijmegenNL1 paper
- Stony Brook UniversityUS1 paper
- Universidade Católica de PetrópolisBR1 paper
- Universidade Federal de AlagoasBR1 paper
21 papers
Using Copilot Agent Mode to Automate Library Migration: A Quantitative Assessment
Aylton Almeida, Laerte Xavier, Marco Tulio Valente
Keeping software systems up to date is essential to avoid technical debt, security vulnerabilities, and the rigidity typical of legacy systems. However, updating libraries and fram…
How People Manage Knowledge in their "Second Brains"- A Case Study with Industry Researchers Using Obsidian
Juliana Jansen Ferreira, Vinícius Segura, Joana Gabriela Souza +1
People face overwhelming information during work activities, necessitating effective organization and management strategies. Even in personal lives, individuals must keep, annotate…
A comprehensive review and new taxonomy on superpixel segmentation
I. B. Barcelos, F. de C. Belém, L. de M. João +3
Superpixel segmentation consists of partitioning images into regions composed of similar and connected pixels. Its methods have been widely used in many computer vision application…
Automatic Library Migration Using Large Language Models: First Results
Aylton Almeida, Laerte Xavier, Marco Tulio Valente
Despite being introduced only a few years ago, Large Language Models (LLMs) are already widely used by developers for code generation. However, their application in automating othe…
Together or Apart? Investigating a mediator bot to aggregate bot's comments on pull requests
Eric Ribeiro, Ronan Nascimento, Igor Steinmacher +4
Software bots connect users and tools, streamlining the pull request review process in social coding platforms. However, bots can introduce information overload into developers' co…
Improving Experience Replay through Modeling of Similar Transitions' Sets
Daniel Eugênio Neves, João Pedro Oliveira Batisteli, Eduardo Felipe Lopes +2
In this work, we propose and evaluate a new reinforcement learning method, COMPact Experience Replay (COMPER), which uses temporal difference learning with predicted target values…