Publications
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The following works describe the development of NeSy4PPM through the time:

1. J. Oukharijane, I. Donadello, F. M. Maggi. “NeSy4PPM: A Python Library for Neuro-Symbolic Predictive Process Monitoring”.In International Conference on Process Mining (PhD/Demos), 2025, vol. 4088.
2. J. Oukharijane,I. Donadello,F. M. Maggi. “A general framework for neuro-symbolic predictive process monitoring”. In Business Process Management Workshops, Lecture Notes in BusinessInformation Processing, 2025.
3. A. Alman, M. Comuzzi, C. Di Francescomarino, I. Donadello, F. M. Maggi, J. Oukharijane. “Definitely Maybe: Neuro-Symbolic Predictive Process Monitoring with Probabilistic Declarative Knowledge”. ACM Transactions on Intelligent Systems and Technology, 2026.
4. J. Oukharijane, I. Donadello, F. M. Maggi. “Neuro-Symbolic Predictive Process Monitoring for Multi-Attribute Suffix Prediction”. Accepted with major revision to Information Systems.
5. I. Donadello, J. Ko, F. M. Maggi, J. Mendling, J. Oukharijane, K. Revoredo, M. Weidlich. “Output Modulation of Neural Networks with Procedural Knowledge: A Neuro-Symbolic Approach to Suffix Prediction”. Accepted with major revision to Data Mining and Knowledge Discovery.