Nathalia Moraes do Nascimento

45 papers A 2B 7C 3Journal 20Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Analyzing Prominent LLMs: An Empirical Study of Performance and Complexity in Solving LeetCode Problems. EASE Everton Guimarães, Nathalia Moraes do Nascimento, Asish Nelapati, Chandan Shivalingaiah
2025	J	`jnl`	Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study. CoRR Sai Sanjna Chintakunta, Nathalia Moraes do Nascimento, Everton Guimarães
2025	J	`jnl`	Variability-Aware Machine Learning Model Selection: Feature Modeling, Instantiation, and Experimental Case Study. IEEE Access Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2024	J	`jnl`	Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study. CoRR Giuliano Lorenzoni, Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2024	J	`jnl`	On the Effectiveness of LLMs for Manual Test Verifications. CoRR Myron David Lucena Campos Peixoto, Davy de Medeiros Baia, Nathalia Moraes do Nascimento, Paulo Alencar, Baldoino Fonseca, Márcio Ribeiro
2023	—	`conf`	Artificial Intelligence vs. Software Engineers: An Empirical Study on Performance and Efficiency using ChatGPT. CASCON Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2023	J	`jnl`	Comparing Generative Chatbots Based on Process Requirements. CoRR Luis Fernando Lins, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Toacy Cavalcante de Oliveira, Donald D. Cowan
2023	B	`conf`	Comparing Generative Chatbots Based on Process Requirements: A Case Study. IEEE Big Data Luis Fernando Lins, Nathalia Moraes do Nascimento, Paulo Sérgio C. de Alencar, Toacy C. Oliveira, Donald D. Cowan
2023	J	`jnl`	Comparing Software Developers with ChatGPT: An Empirical Investigation. CoRR Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2023	B	`conf`	Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects. IEEE Big Data Cristina Tavares, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2023	J	`jnl`	Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects. CoRR Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2023	B	`conf`	GPT in Data Science: A Practical Exploration of Model Selection. IEEE Big Data Nathalia Moraes do Nascimento, Cristina Tavares, Paulo S. C. Alencar, Donald D. Cowan
2023	J	`jnl`	GPT in Data Science: A Practical Exploration of Model Selection. CoRR Nathalia Moraes do Nascimento, Cristina Tavares, Paulo S. C. Alencar, Donald D. Cowan
2023	J	`jnl`	GPT-in-the-Loop: Adaptive Decision-Making for Multiagent Systems. CoRR Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2023	B	`conf`	GPT-in-the-Loop: Supporting Adaptation in Multiagent Systems. IEEE Big Data Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2023	J	`jnl`	Identifying Factors That Impact Levels of Automation in Autonomous Systems. IEEE Access Glaucia Melo dos Santos, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2023	—	`conf`	Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems. ACSOS-C Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2023	J	`jnl`	Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems. CoRR Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2023	—	`conf`	Variability-Aware Architecture for Human-Chatbot Interactions: Taming Levels of Automation. ACSOS-C Glaucia Melo, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2022	B	`conf`	Adaptive Method for Machine Learning Model Selection in Data Science Projects. IEEE Big Data Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2022	B	`conf`	Assessing Energy Consumption in Data Acquisition from Smart Wearable Sensors in IoT-Based Health Applications. IEEE Big Data Antonio Iyda Paganelli, André Sarmento, Adriano Branco, Markus Endler, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2022	B	`conf`	Understanding Levels of Automation in Human-Machine Collaboration. IEEE Big Data Glaucia Melo dos Santos, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2021	—	`conf`	A Lifecycle for Engineering IoT Neural Network-based Systems. IEEE BigData Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2021	J	`jnl`	A Reference Model for IoT Embodied Agents Controlled by Neural Networks. CoRR Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan, Carlos Lucena
2021	—	`conf`	An Approach to Support Human-in-the-Loop Big Data Software Development Projects. IEEE BigData Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2021	—	`conf`	Context-Aware Data Analytics Variability in IoT Neural Network-Based Systems. IEEE BigData Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2021	J	`jnl`	Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review. CoRR Giuliano Lorenzoni, Paulo Alencar, Nathalia Moraes do Nascimento, Donald D. Cowan
2021	—	`conf`	Towards Automated Variability-Aware Machine-Learning-Based Modeling Analysis. IEEE BigData Maria Cristina Vale Tavares, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan
2020	J	`jnl`	A Metadata-Driven Approach for Testing Self-Organizing Multiagent Systems. IEEE Access Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
2020	—	`conf`	A Reference Model for IoT Embodied Agents Controlled by Neural Networks. IEEE BigData Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan, Carlos Lucena
2019	J	`jnl`	Testing Self-Organizing Multiagent Systems. CoRR Nathalia Moraes do Nascimento, Carlos Lucena, Paulo S. C. Alencar, Carlos Juliano M. Viana
2018	A	`conf`	A Self-Configurable IoT Agent System based on Environmental Variability. AAMAS Nathalia Moraes do Nascimento
2018	—	`conf`	A context-aware machine learning-based approach. CASCON Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
2018	—	`conf`	An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning. IEEE BigData Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
2018	J	`jnl`	An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning. CoRR Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
2018	J	`jnl`	Engineering Cooperative Smart Things based on Embodied Cognition. CoRR Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
2018	J	`jnl`	Machine Learning-based Variability Handling in IoT Agents. CoRR Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
2018	J	`jnl`	Software Engineers vs. Machine Learning Algorithms: An Empirical Study Assessing Performance and Reuse Tasks. CoRR Nathalia Moraes do Nascimento, Carlos Lucena, Paulo S. C. Alencar, Donald D. Cowan
2018	—	`conf`	Toward Human-in-the-Loop Collaboration Between Software Engineers and Machine Learning Algorithms. IEEE BigData Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan
2017	C	`conf`	A Publish-Subscribe based Architecture for Testing Multiagent Systems. SEKE Nathalia Moraes do Nascimento, Carlos Juliano M. Viana, Arndt von Staa, Carlos Lucena
2017	C	`conf`	A Software Framework for Data Provenance. SEKE Tassio Ferenzini Martins Sirqueira, Marx L. Viana, Nathalia Moraes do Nascimento, Carlos Lucena
2017	—	`conf`	Engineering cooperative smart things based on embodied cognition. AHS Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
2017	J	`jnl`	FIoT: An agent-based framework for self-adaptive and self-organizing applications based on the Internet of Things. Inf. Sci. Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
2016	C	`conf`	A Multi-Agent Architecture for Quantified Fruits: Design and Experience. SEKE Jean-Pierre Briot, Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena
2015	—	`conf`	Modeling Quantified Things Using a Multi-Agent System. WI-IAT (1) Nathalia Moraes do Nascimento, Carlos José Pereira de Lucena, Hugo Fuks