Raoni Lourenço

14 papers A* 1Journal 8Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification. AAAI Alan G. Paredes Cetina, Kaouther Benguessoum, Raoni Lourenço, Sylvain Kubler
2025	J	`jnl`	Counterfactual Explainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification. CoRR Alan G. Paredes Cetina, Kaouther Benguessoum, Raoni Lourenço, Sylvain Kubler
2024	J	`jnl`	Decision Support Model for Time Series Data Augmentation Method Selection. IEEE Access Dorian Joubaud, Sylvain Kubler, Raoni Lourenço, Maxime Cordy, Yves Le Traon
2023	—	`conf`	AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks. AutoML Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire
2023	J	`jnl`	BugDoc. VLDB J. Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha
2023	J	`jnl`	Correction to: BugDoc Iterative debugging and explanation of pipeline executions. VLDB J. Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha
2022	—	`conf`	DataPrism: Exposing Disconnect between Data and Systems. SIGMOD Conference Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
2021	J	`jnl`	DataExposer: Exposing Disconnect between Data and Systems. CoRR Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
2020	—	`conf`	BugDoc: A System for Debugging Computational Pipelines. SIGMOD Conference Raoni Lourenço, Juliana Freire, Dennis E. Shasha
2020	—	`conf`	BugDoc: Algorithms to Debug Computational Processes. SIGMOD Conference Raoni Lourenço, Juliana Freire, Dennis E. Shasha
2020	J	`jnl`	BugDoc: Algorithms to Debug Computational Processes. CoRR Raoni Lourenço, Juliana Freire, Dennis E. Shasha
2020	J	`jnl`	Debugging Machine Learning Pipelines. CoRR Raoni Lourenço, Juliana Freire, Dennis E. Shasha
2019	J	`jnl`	Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar. CoRR Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenço, Rémi Rampin, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire
2019	—	`conf`	Debugging Machine Learning Pipelines. DEEM@SIGMOD Raoni Lourenço, Juliana Freire, Dennis E. Shasha