Nathalia Nascimento

11 papers A 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analyzing the impact of LLMs in Data Science lifecycle: a systematic mapping study.
Int. J. Data Sci. Anal.
Sai Sanjna Chintakunta, Nathalia Nascimento, Everton Guimarães
2025 — conf
AI in the Software Development Lifecycle: Insights and Open Research Questions.
SIGSOFT FSE Companion
Everton Guimarães, Nathalia Nascimento
2025 J jnl
Analyzing Prominent LLMs: An Empirical Study of Performance and Complexity in Solving LeetCode Problems.
CoRR
Everton Guimarães, Nathalia Nascimento, Chandan Shivalingaiah, Asish Nelapati
2025 J jnl
Automated Non-Functional Requirements Generation in Software Engineering with Large Language Models: A Comparative Study.
CoRR
Jomar Thomas Almonte, Santhosh Anitha Boominathan, Nathalia Nascimento
2025 J jnl
Designing Empirical Studies on LLM-Based Code Generation: Towards a Reference Framework.
CoRR
Nathalia Nascimento, Everton Guimarães, Paulo Alencar
2025 A conf
How Effective are LLMs for Data Science Coding? A Controlled Experiment.
MSR
Nathalia Nascimento, Everton Guimarães, Sai Sanjna Chintakunta, Santhosh Anitha Boominathan
2025 J jnl
Modular Transformer Architecture for Precision Agriculture Imaging.
CoRR
Brian Gopalan, Nathalia Nascimento, Vishal Monga
2025 — conf
On the Effectiveness of LLMs for Manual Test Verifications.
DeepTest
Myron David Lucena Campos Peixoto, Davy de Medeiros Baia, Nathalia Nascimento, Paulo Alencar, Baldoino Fonseca, Márcio Ribeiro
2025 — conf
Turning Manual Tasks Into Actions: Assessing the Effectiveness of Gemini-Generated Selenium Tests.
AIware
Myron David Lucena Campos Peixoto, Baldoino Fonseca, Davy de Medeiros Baia, Kevin Lira, Márcio Ribeiro, Wesley K. G. Assunção, Nathalia Nascimento, Paulo S. C. Alencar
2025 J jnl
Variability-Aware Machine Learning Model Selection: Feature Modeling, Instantiation, and Experimental Case Study.
CoRR
Cristina Tavares, Nathalia Nascimento, Paulo Alencar, Donald D. Cowan
2024 J jnl
LLM4DS: Evaluating Large Language Models for Data Science Code Generation.
CoRR
Nathalia Nascimento, Everton Guimarães, Sai Sanjna Chintakunta, Santhosh Anitha Boominathan