Nathalia Moraes do Nascimento

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 38

Top Topics

Embodied Agents

Model Selection

Multiagent Systems

Top Venues

Publications

Giuliano Lorenzoni, Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study. CoRR (2024)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
GPT-in-the-Loop: Supporting Adaptation in Multiagent Systems. BigData (2023)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
GPT-in-the-Loop: Adaptive Decision-Making for Multiagent Systems. CoRR (2023)
Luis Fernando Lins, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Toacy Cavalcante de Oliveira, Donald D. Cowan
Comparing Generative Chatbots Based on Process Requirements. CoRR (2023)
Glaucia Melo dos Santos, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
Identifying Factors That Impact Levels of Automation in Autonomous Systems. IEEE Access 11 (2023)
Nathalia Moraes do Nascimento, Cristina Tavares, Paulo S. C. Alencar, Donald D. Cowan
GPT in Data Science: A Practical Exploration of Model Selection. CoRR (2023)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems. ACSOS-C (2023)
Nathalia Moraes do Nascimento, Cristina Tavares, Paulo S. C. Alencar, Donald D. Cowan
GPT in Data Science: A Practical Exploration of Model Selection. BigData (2023)
Cristina Tavares, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects. BigData (2023)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Artificial Intelligence vs. Software Engineers: An Empirical Study on Performance and Efficiency using ChatGPT. CASCON (2023)
Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems. CoRR (2023)
Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects. CoRR (2023)
Glaucia Melo, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Variability-Aware Architecture for Human-Chatbot Interactions: Taming Levels of Automation. ACSOS-C (2023)
Luis Fernando Lins, Nathalia Moraes do Nascimento, Paulo Sérgio C. de Alencar, Toacy C. Oliveira, Donald D. Cowan
Comparing Generative Chatbots Based on Process Requirements: A Case Study. BigData (2023)
Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Adaptive Method for Machine Learning Model Selection in Data Science Projects. Big Data (2022)
Glaucia Melo dos Santos, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
Understanding Levels of Automation in Human-Machine Collaboration. Big Data (2022)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Context-Aware Data Analytics Variability in IoT Neural Network-Based Systems. IEEE BigData (2021)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan, Carlos Lucena
A Reference Model for IoT Embodied Agents Controlled by Neural Networks. CoRR (2021)
Giuliano Lorenzoni, Paulo S. C. Alencar, Nathalia Moraes do Nascimento, Donald D. Cowan
Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review. CoRR (2021)
Maria Cristina Vale Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
Towards Automated Variability-Aware Machine-Learning-Based Modeling Analysis. IEEE BigData (2021)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
A Lifecycle for Engineering IoT Neural Network-based Systems. IEEE BigData (2021)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
An Approach to Support Human-in-the-Loop Big Data Software Development Projects. IEEE BigData (2021)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan, Carlos Lucena
A Reference Model for IoT Embodied Agents Controlled by Neural Networks. IEEE BigData (2020)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
A Metadata-Driven Approach for Testing Self-Organizing Multiagent Systems. IEEE Access 8 (2020)
Nathalia Moraes do Nascimento, Carlos Lucena, Paulo S. C. Alencar, Carlos Juliano M. Viana
Testing Self-Organizing Multiagent Systems. CoRR (2019)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning. IEEE BigData (2018)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
Machine Learning-based Variability Handling in IoT Agents. CoRR (2018)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
Toward Human-in-the-Loop Collaboration Between Software Engineers and Machine Learning Algorithms. IEEE BigData (2018)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning. CoRR (2018)
Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
A context-aware machine learning-based approach. CASCON (2018)
Nathalia Moraes do Nascimento
A Self-Configurable IoT Agent System based on Environmental Variability. AAMAS (2018)
Nathalia Moraes do Nascimento, Carlos Lucena, Paulo S. C. Alencar, Donald D. Cowan
Software Engineers vs. Machine Learning Algorithms: An Empirical Study Assessing Performance and Reuse Tasks. CoRR (2018)
Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
Engineering Cooperative Smart Things based on Embodied Cognition. CoRR (2018)
Nathalia Moraes do Nascimento, Carlos Juliano M. Viana, Arndt von Staa, Carlos Lucena
A Publish-Subscribe based Architecture for Testing Multiagent Systems. SEKE (2017)
Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
FIoT: An agent-based framework for self-adaptive and self-organizing applications based on the Internet of Things. Inf. Sci. 378 (2017)
Tassio Ferenzini Martins Sirqueira, Marx L. Viana, Nathalia Moraes do Nascimento, Carlos Lucena
A Software Framework for Data Provenance. SEKE (2017)
Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
Engineering cooperative smart things based on embodied cognition. AHS (2017)
Jean-Pierre Briot, Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
A Multi-Agent Architecture for Quantified Fruits: Design and Experience. SEKE (2016)
Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena, Hugo Fuks
Modeling Quantified Things Using a Multi-Agent System. WI-IAT (1) (2015)