Andrei Buliga

According to our database, Andrei Buliga authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

Outcome-oriented local explanation using context-aware process patterns.

Mozhgan Vazifehdoostirani, Andrei Buliga, Laura Genga, Chiara Di Francescomarino, Massimiliano Ronzani, Chiara Ghidini, Remco M. Dijkman

Eng. Appl. Artif. Intell., 2025

Generating Counterfactual Explanations Under Temporal Constraints.

Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Massimiliano Ronzani

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring.

Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi

CoRR, 2024

Predictive Insights for Personalising Esophagogastric Cancer Treatment Process - A Case Study.

Mozhgan Vazifehdoostirani, Andrei Buliga, Laura Genga, Rob Verhoeven, Remco M. Dijkman

Proceedings of the Process Mining Workshops, 2024

Generating the Traces You Need: A Conditional Generative Model for Process Mining Data.

Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri

Proceedings of the 6th International Conference on Process Mining, 2024

Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring.

Andrei Buliga, Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Remco M. Dijkman, Chiara Di Francescomarino, Chiara Ghidini, Hajo A. Reijers

Proceedings of the Business Process Management - 22nd International Conference, 2024

Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring.

Andrei Buliga, Riccardo Graziosi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Massimiliano Ronzani

Proceedings of the Best Dissertation Award, 2024

2023

Recommending the optimal policy by learning to act from temporal data.

Stefano Branchi, Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Francesca Meneghello, Massimiliano Ronzani

CoRR, 2023

Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring.

Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi

Proceedings of the Advanced Information Systems Engineering, 2023