Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring. - Andrei Buliga 001; Chiara Di Francescomarino; Chiara Ghidini; Fabrizio Maria Maggi (CAiSE, 2023)

Recommending the optimal policy by learning to act from temporal data. - Stefano Branchi; Andrei Buliga 001; Chiara Di Francescomarino; Chiara Ghidini; Francesca Meneghello 002; Massimiliano Ronzani (CoRR, 2023)

Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring. - Andrei Buliga 001; Riccardo Graziosi; Chiara Di Francescomarino; Chiara Ghidini; Fabrizio Maria Maggi; Williams Rizzi; Massimiliano Ronzani (BPM (Demos / Resources Forum), 2024)

Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring. - Andrei Buliga 001; Mozhgan Vazifehdoostirani; Laura Genga; Xixi Lu 001; Remco M. Dijkman; Chiara Di Francescomarino; Chiara Ghidini; Hajo A. Reijers (BPM, 2024)

Generating the Traces You Need: A Conditional Generative Model for Process Mining Data. - Riccardo Graziosi; Massimiliano Ronzani; Andrei Buliga 001; Chiara Di Francescomarino; Francesco Folino; Chiara Ghidini; Francesca Meneghello 002; Luigi Pontieri (ICPM, 2024)

Predictive Insights for Personalising Esophagogastric Cancer Treatment Process - A Case Study. - Mozhgan Vazifehdoostirani; Andrei Buliga 001; Laura Genga; Rob Verhoeven; Remco M. Dijkman (ICPM Workshops, 2024)

Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring. - Andrei Buliga 001; Chiara Di Francescomarino; Chiara Ghidini; Ivan Donadello; Fabrizio Maria Maggi (CoRR, 2024)

Generating Counterfactual Explanations Under Temporal Constraints. - Andrei Buliga 001; Chiara Di Francescomarino; Chiara Ghidini; Marco Montali; Massimiliano Ronzani (AAAI, 2025)

Outcome-oriented local explanation using context-aware process patterns. - Mozhgan Vazifehdoostirani; Andrei Buliga 001; Laura Genga; Chiara Di Francescomarino; Massimiliano Ronzani; Chiara Ghidini; Remco M. Dijkman (Eng. Appl. Artif. Intell., 2025)