Cristina Tavares

According to our database, Cristina Tavares authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Towards understanding barriers and mitigation strategies of software engineers with non-traditional educational and occupational backgrounds.

Tavian Barnes, Ken Jen Lee, Cristina Tavares, Gema Rodríguez-Pérez, Meiyappan Nagappan

Empir. Softw. Eng., July, 2024

Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study.

Giuliano Lorenzoni, Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan

CoRR, 2024

2023

Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects.

Cristina Tavares, Nathalia Moraes do Nascimento, Paulo Alencar, Donald D. Cowan

Proceedings of the IEEE International Conference on Big Data, 2023

GPT in Data Science: A Practical Exploration of Model Selection.

Nathalia Moraes do Nascimento, Cristina Tavares, Paulo S. C. Alencar, Donald D. Cowan

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Adaptive Method for Machine Learning Model Selection in Data Science Projects.

Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan

Proceedings of the IEEE International Conference on Big Data, 2022