Buliga, Andrei
Buliga, Andrei
PDI
Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring
2023-01-01 Buliga, Andrei; Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria
Enhanced What-If Scenarios Generation by Bridging Generative Models and Process Simulation
2025-01-01 Buliga, Andrei; Meneghello, Francesca; Graziosi, Riccardo; Ronzani, Massimiliano
Generating Counterfactual Explanations Under Temporal Constraints
2025-01-01 Buliga, Andrei; Ronzani, Massimiliano; Di Francescomarino, Chiara; Ghidini, Chiara; Montali, Marco
Generating multiperspective process traces using conditional variational autoencoders
2025-01-01 Graziosi, Riccardo; Ronzani, Massimiliano; Buliga, Andrei; Di Francescomarino, Chiara; Folino, Francesco; Ghidini, Chiara; Meneghello, Francesca; Pontieri, Luigi
Generating the Traces You Need: A Conditional Generative Model for Process Mining Data
2024-01-01 Graziosi, Riccardo; Ronzani, Massimiliano; Buliga, Andrei; Di Francescomarino, Chiara; Folino, Francesco; Ghidini, Chiara; Meneghello, Francesca; Pontieri, Luigi
Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoring
2025-01-01 Buliga, Andrei; Di Francescomarino, Chiara; Ghidini, Chiara; Donadello, Ivan; Maggi, Fabrizio Maria
Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring
2024-01-01 Buliga, Andrei; Graziosi, Riccardo; Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria; Rizzi, Williams; Ronzani, Massimiliano
Outcome-oriented local explanation using context-aware process patterns
2025-01-01 Vazifehdoostirani, Mozhgan; Buliga, Andrei; Genga, Laura; Di Francescomarino, Chiara; Ronzani, Massimiliano; Ghidini, Chiara; Dijkman, Remco
Predictive Insights for Personalising Esophagogastric Cancer Treatment Process - A Case Study
2025-01-01 Vazifehdoostirani, Mozhgan; Buliga, Andrei; Genga, Laura; Verhoeven, Rob; Dijkman, Remco
T-ILR: a neurosymbolic integration for LTLf
2025-01-01 Andreoni, Riccardo; Buliga, Andrei; Daniele, Alessandro; Ghidini, Chiara; Montali, Marco; Ronzani, Massimiliano
Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring
2024-01-01 Buliga, Andrei; Vazifehdoostirani, Mozhgan; Genga, Laura; Lu, Xixi; Dijkman, Remco; Di Francescomarino, Chiara; Ghidini, Chiara; Reijers, Hajo A.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring | 1-gen-2023 | Buliga, Andrei; Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria | |
| Enhanced What-If Scenarios Generation by Bridging Generative Models and Process Simulation | 1-gen-2025 | Buliga, Andrei; Meneghello, Francesca; Graziosi, Riccardo; Ronzani, Massimiliano | |
| Generating Counterfactual Explanations Under Temporal Constraints | 1-gen-2025 | Buliga, Andrei; Ronzani, Massimiliano; Di Francescomarino, Chiara; Ghidini, Chiara; Montali, Marco | |
| Generating multiperspective process traces using conditional variational autoencoders | 1-gen-2025 | Graziosi, Riccardo; Ronzani, Massimiliano; Buliga, Andrei; Di Francescomarino, Chiara; Folino, Francesco; Ghidini, Chiara; Meneghello, Francesca; Pontieri, Luigi | |
| Generating the Traces You Need: A Conditional Generative Model for Process Mining Data | 1-gen-2024 | Graziosi, Riccardo; Ronzani, Massimiliano; Buliga, Andrei; Di Francescomarino, Chiara; Folino, Francesco; Ghidini, Chiara; Meneghello, Francesca; Pontieri, Luigi | |
| Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoring | 1-gen-2025 | Buliga, Andrei; Di Francescomarino, Chiara; Ghidini, Chiara; Donadello, Ivan; Maggi, Fabrizio Maria | |
| Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring | 1-gen-2024 | Buliga, Andrei; Graziosi, Riccardo; Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria; Rizzi, Williams; Ronzani, Massimiliano | |
| Outcome-oriented local explanation using context-aware process patterns | 1-gen-2025 | Vazifehdoostirani, Mozhgan; Buliga, Andrei; Genga, Laura; Di Francescomarino, Chiara; Ronzani, Massimiliano; Ghidini, Chiara; Dijkman, Remco | |
| Predictive Insights for Personalising Esophagogastric Cancer Treatment Process - A Case Study | 1-gen-2025 | Vazifehdoostirani, Mozhgan; Buliga, Andrei; Genga, Laura; Verhoeven, Rob; Dijkman, Remco | |
| T-ILR: a neurosymbolic integration for LTLf | 1-gen-2025 | Andreoni, Riccardo; Buliga, Andrei; Daniele, Alessandro; Ghidini, Chiara; Montali, Marco; Ronzani, Massimiliano | |
| Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring | 1-gen-2024 | Buliga, Andrei; Vazifehdoostirani, Mozhgan; Genga, Laura; Lu, Xixi; Dijkman, Remco; Di Francescomarino, Chiara; Ghidini, Chiara; Reijers, Hajo A. |