Raoni Lourenço

According to our database, Raoni Lourenço authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification.

Alan G. Paredes Cetina, Kaouther Benguessoum, Raoni Lourenço, Sylvain Kubler

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Decision Support Model for Time Series Data Augmentation Method Selection.

Dorian Joubaud, Sylvain Kubler, Raoni Lourenço, Maxime Cordy, Yves Le Traon

IEEE Access, 2024

2023

Correction to: BugDoc Iterative debugging and explanation of pipeline executions.

Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha

VLDB J., March, 2023

BugDoc.

Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha

VLDB J., January, 2023

AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks.

Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

DataPrism: Exposing Disconnect between Data and Systems.

Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

AlphaD3M: Machine Learning Pipeline Synthesis.

Iddo Drori, Yamuna Krishnamurthy, Rémi Rampin, Raoni de Paula Lourenço, Jorge Piazentin Ono, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire

CoRR, 2021

DataExposer: Exposing Disconnect between Data and Systems.

Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava

CoRR, 2021

2020

BugDoc: A System for Debugging Computational Pipelines.

Raoni Lourenço, Juliana Freire, Dennis E. Shasha

Proceedings of the 2020 International Conference on Management of Data, 2020

BugDoc: Algorithms to Debug Computational Processes.

Raoni Lourenço, Juliana Freire, Dennis E. Shasha

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar.

Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenço, Rémi Rampin, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire

CoRR, 2019

Debugging Machine Learning Pipelines.

Raoni Lourenço, Juliana Freire, Dennis E. Shasha

Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, 2019