Andrei Buliga

16 papers A* 1A 2B 2C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 B conf
Enhanced What-If Scenarios Generation by Bridging Generative Models and Process Simulation.
ICPM
Andrei Buliga, Francesca Meneghello, Riccardo Graziosi, Massimiliano Ronzani
2025 A* conf
Generating Counterfactual Explanations Under Temporal Constraints.
AAAI
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2025 J jnl
Generating Counterfactual Explanations Under Temporal Constraints.
CoRR
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2025 J jnl
Generating multiperspective process traces using conditional variational autoencoders.
Process Sci.
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2025 J jnl
Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoring.
Data Min. Knowl. Discov.
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi
2025 J jnl
Outcome-oriented local explanation using context-aware process patterns.
Eng. Appl. Artif. Intell.
Mozhgan Vazifehdoostirani, Andrei Buliga, Laura Genga, Chiara Di Francescomarino, Massimiliano Ronzani, Chiara Ghidini, Remco M. Dijkman
2025 C conf
T-ILR: a Neurosymbolic Integration for LTLf.
NeSy
Riccardo Andreoni, Andrei Buliga, Alessandro Daniele, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2025 J jnl
T-ILR: a Neurosymbolic Integration for LTLf.
CoRR
Riccardo Andreoni, Andrei Buliga, Alessandro Daniele, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2024 B conf
Generating the Traces You Need: A Conditional Generative Model for Process Mining Data.
ICPM
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2024 J jnl
Generating the Traces You Need: A Conditional Generative Model for Process Mining Data.
CoRR
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2024 J jnl
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring.
CoRR
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi
2024 — conf
Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring.
BPM (Demos / Resources Forum)
Andrei Buliga, Riccardo Graziosi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Massimiliano Ronzani
2024 — conf
Predictive Insights for Personalising Esophagogastric Cancer Treatment Process - A Case Study.
ICPM Workshops
Mozhgan Vazifehdoostirani, Andrei Buliga, Laura Genga, Rob Verhoeven, Remco M. Dijkman
2024 A conf
Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring.
BPM
Andrei Buliga, Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Remco M. Dijkman, Chiara Di Francescomarino, Chiara Ghidini, Hajo A. Reijers
2023 A conf
Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring.
CAiSE
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
2023 J jnl
Recommending the optimal policy by learning to act from temporal data.
CoRR
Stefano Branchi, Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Francesca Meneghello, Massimiliano Ronzani