Neuro-Symbolic Integration Lab
Kalman filter in 2 dimensions
generated with cplint and R
The NeSy | Neuro-Symbolic Integration Lab is dedicated to investigate how to combine sub-symbolic and symbolic Artificial Intelligence. Integrating learning and reasoning promises to be at the basis of the next generation of AI systems. While neural networks excel at learning at scale, symbolic reasoning allows sound and precise inference.
The NeSy Lab is coordinated by Prof. Fabrizio Riguzzi alongside the research team:
Damiano Azzolini, PhD, Assistant Professor;
Arnaud Nguembang Fadja, PhD, Research Fellow;
Alice Bizzarri, Research Fellow;
Elisabetta Gentili, PhD student.
Awards
Alain Colmerauer 10-Year Test-of-Time Award at the 37th International Conference on Logic Programming (ICLP 2021), (virtual event, September 20-27, 2021)
Best Student Paper Award for "Regularization in probabilistic inductive logic programming," E. Gentili, A. Bizzarri, D. Azzolini, R. Zese, F. Riguzzi, 32th International Conference on Inductive Logic Programming (ILP 2023, part of IJCLR2023) (Bari, Italy, November 13-15 2023)
Best Paper Award for "BUNDLE: A Reasoner for Probabilistic Ontologies," R. Zese, F. Riguzzi, E. Lamma, and E. Bellodi, 7th International Conference on Web Reasoning and Rule Systems (RR-2013), (Mannheim, Germany, July 30-August 1, 2013)
Highly Commended Paper Award for "Probabilistic Declarative Process Mining," E. Bellodi, F. Riguzzi, and E. Lamma, 4th International Conference on Knowledge Science, Engineering & Management (KSEM 2010), (Belfast, Northern Ireland, September 1-3, 2010)
Tutorials & Lectures
Tutorial on Probabilistic Inductive Logic Programming at the 24th European Conference on Artificial Intelligence (ECAI2020), (Santiago de Compostela, Spain, August 29-September 8, 2020)
Tutorial on Temporal Aspects of Inductive Logic Programming at the 26th International Symposium on Temporal Representation and Reasoning (TIME2019), (München, Germany, October 16-18, 2019)
Tutorial on Learning from Knowledge Graphs at the 22nd International Conference on Knowledge Engineering and Knowledge Management (EKAW2018), (Nancy, France, November 12-16, 2018)
Tutorial on Probabilistic Logics in Machine Learning at both the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD2016), (Riva del Garda, Italy, September 19-23, 2016) and the 22nd European Conference on Artificial Intelligence (ECAI2016), (The Hague, Netherlands, August 29-September 2, 2016)
Lecture on Probabilistic Logic Programming at the Workshop on Artificial Intelligence (WOA2020), (Trieste, Italy, November 4-6, 2020)
Tutorial on Inductive Logic Programming at Giornata GULP: Applications of LP and related CL paradigms, (Ferrara, Italy, March 9, 2007)