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Featured Co-authors

Paulo Alencar
24 publications
Nathalia Nascimento
9 publications
Carlos Lucena
7 publications
Glaucia Melo
5 publications
Ivens Portugal
4 publications
Doug Mulholland
2 publications
Toacy Oliveira
2 publications
Maria Cristina Vale Tavares
1 publication
Luis Fernando Lins
1 publication
Ulisses Telemaco
1 publication
Giuliano Lorenzoni
1 publication

∙ 08/21/2023

GPT-in-the-Loop: Adaptive Decision-Making for Multiagent Systems

This paper introduces the "GPT-in-the-loop" approach, a novel method com...

0 Nathalia Nascimento, et al. ∙

∙ 07/12/2023

Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems

In autonomic computing, self-adaptation has been proposed as a fundament...

0 Nathalia Nascimento, et al. ∙

∙ 05/19/2023

Comparing Software Developers with ChatGPT: An Empirical Investigation

The advent of automation in particular Software Engineering (SE) tasks h...

0 Nathalia Nascimento, et al. ∙

∙ 05/01/2023

Supporting Contextual Conversational Agent-Based Software Development

Software Development (SD) is remarkably dynamic and is critically depend...

0 Glaucia Melo, et al. ∙

∙ 12/21/2022

Agile Assessment Methods: Current State of the Art

Agility Assessment (AA) comprises tools, assessment techniques, and fram...

0 Ulisses Telemaco, et al. ∙

∙ 02/15/2021

A Reference Model for IoT Embodied Agents Controlled by Neural Networks

Embodied agents is a term used to denote intelligent agents, which are a...

0 Nathalia Nascimento, et al. ∙

∙ 02/15/2021

Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review

Data scientists often develop machine learning models to solve a variety...

0 Giuliano Lorenzoni, et al. ∙

∙ 02/10/2021

A Cognitive and Machine Learning-Based Software Development Paradigm Supported by Context

Advances in the use of cognitive and machine learning (ML) enabled syste...

0 Glaucia Melo, et al. ∙

∙ 11/05/2019

Spatial-Temporal Cluster Relations – A Foundation for Trajectory Cluster Lifetime Analysis

Spatial-temporal data, that is information about objects that exist at a...

0 Ivens Portugal, et al. ∙

∙ 12/25/2018

The Next Generation of Metadata-Oriented Testing of Research Software

Research software refers to software development tools that accelerate d...

0 Doug Mulholland, et al. ∙

∙ 12/25/2018

A Variability-Aware Design Approach to the Data Analysis Modeling Process

The massive amount of current data has led to many different forms of da...

0 Maria Cristina Vale Tavares, et al. ∙

∙ 12/25/2018

The iEnvironment Platform: Developing an Open Science Software Platform for Integrated Environmental Monitoring and Modeling of Surface Water

This paper describes the development of iEnvironment, an open science so...

0 Paulo Alencar, et al. ∙

∙ 12/21/2018

Cluster Lifecycle Analysis: Challenges, Techniques, and Framework

Novel forms of data analysis methods have emerged as a significant resea...

0 Ivens Portugal, et al. ∙

∙ 12/14/2018

An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning

Agent-based Internet of Things (IoT) applications have recently emerged ...

0 Nathalia Nascimento, et al. ∙

∙ 02/12/2018

Machine Learning-based Variability Handling in IoT Agents

Agent-based IoT applications have recently been proposed in several doma...

0 Nathalia Nascimento, et al. ∙

∙ 02/04/2018

Software Engineers vs. Machine Learning Algorithms: An Empirical Study Assessing Performance and Reuse Tasks

Several papers have recently contained reports on applying machine learn...

0 Nathalia Nascimento, et al. ∙

∙ 12/08/2017

Developing a Spatial-Temporal Contextual and Semantic Trajectory Clustering Framework

This paper reports on ongoing research investigating more expressive app...

0 Ivens Portugal, et al. ∙

∙ 02/24/2016

A Survey on Domain-Specific Languages for Machine Learning in Big Data

The amount of data generated in the modern society is increasing rapidly...

0 Ivens Portugal, et al. ∙

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