|
 | ||||||||||||||
My aim is to develop intelligent systems by combining in novel ways techniques from artificial intelligence, logic and statistics.
Links to systems: ML@unife, Computational Sustainability, RIB, cplint, LLPAD, FUN, GBR, LIVE, ACL, LAP
Latest publications:
| [1] | Fabrizio Riguzzi, Evelina Lamma, Elena Bellodi, and Riccardo Zese. BUNDLE: A reasoner for probabilistic ontologies. In International Conference on Web Reasoning and Rule Systems, LNCS. Springer, 2013. [ bib ] |
| [2] | Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, and Riccardo Zese. Parameter learning for probabilistic ontologies. In International Conference on Web Reasoning and Rule Systems, LNCS. Springer, 2013. [ bib ] |
| [3] | Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, and Paolo Cagnoli. Constraint and optimization techniques for supporting policy making. In Ting Yu, Nitesh Chawla, and Simeon Simoff, editors, Computational Intelligent Data Analysis for Sustainable Development, Data Mining and Knowledge Discovery Series, chapter 12. Chapman & Hall/CRC, Abingdon, UK, 2013. [ bib | http | http ] |
| [4] | Fabrizio Riguzzi and Filip Zelezny, editors. Late Breaking Papers of the 22nd International Conference on Inductive Logic Programming (ILP), number 975 in CEUR Workshop Proceedings, Aachen, 2013. [ bib | http ] |
| [5] | Fabrizio Riguzzi. MCINTYRE: A Monte Carlo system for probabilistic logic programming. Fundamenta Informaticae, 124, 2013. [ bib | DOI | .pdf ] |
| [6] | Elena Bellodi and Fabrizio Riguzzi. Expectation Maximization over binary decision diagrams for probabilistic logic programs. Intelligent Data Analysis, 17(2):343–363, © IOS Press, 2013. [ bib | DOI | .pdf ] |
| [7] | Fabrizio Riguzzi and Terrance Swift. Well-definedness and efficient inference for probabilistic logic programming under the distribution semantics. Theory and Practice of Logic Programming, 13(Special Issue 02 - 25th Annual GULP Conference):279-302, © Cambridge University Press, March2013. [ bib | DOI | .pdf ] |
| [8] | Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, and Riccardo Zese. Epistemic and statistical probabilistic ontologies. In Proceedings ot the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, Boston, US, 11 November, 2012, number 900 in CEUR Workshop Proceedings, pages 1-12, Aachen, Germany, 2012. © by the authors, Sun SITE Central Europe. [ bib | .pdf | .pdf ] |
| [9] | Fabrizio Riguzzi and Terrance Swift. The PITA system for logical-probabilistic inference. In Latest Advances in Inductive Logic Programming, Inductive Logic Programming, 21th International Conference, ILP 2011, Late Breaking papers, London, UK, 31 July-3 August, 2011, Longon, UK, 2012. © Imperial College Press, Imperial College Press. [ bib | .pdf ] |
| [10] | Fabrizio Riguzzi, Evelina Lamma, Elena Bellodi, and Riccardo Zese. Semantics and inference for probabilistic ontologies. In Matteo Baldoni, Federico Chesani, Bernardo Magnini, Paola Mello, and Marco Montai, editors, Popularize Artificial Intelligence. Proceedings of the AI*IA Workshop and Prize for Celebrating 100th Anniversary of Alan Turing's Birth (PAI 2012), Rome, Italy, June 15, 2012, number 860 in CEUR Workshop Proceedings, pages 41-46, Aachen, Germany, 2012. © by the authors, Sun SITE Central Europe. [ bib | .pdf ] |
| [11] | Ludovico Buffon, Evelina Lamma, Fabrizio Riguzzi, and Davide Formenti. Un sistema di vision inspection basato su reti neurali. In Matteo Baldoni, Federico Chesani, Bernardo Magnini, Paola Mello, and Marco Montai, editors, Popularize Artificial Intelligence. Proceedings of the AI*IA Workshop and Prize for Celebrating 100th Anniversary of Alan Turing's Birth (PAI 2012), Rome, Italy, June 15, 2012, number 860 in CEUR Workshop Proceedings, pages 1-6, Aachen, Germany, 2012. © by the authors, Sun SITE Central Europe. [ bib | .pdf ] |
| [12] | Fabrizio Riguzzi, Elena Bellodi, and Evelina Lamma. Probabilistic Datalog+/- under the distribution semantics. In Yevgeny Kazakov, Domenico Lembo, and Frank Wolter, editors, Proceedings of the 25th International Workshop on Description Logics (DL2012), Roma, Italy, 7-10 June 2012, number 846 in CEUR Workshop Proceedings, Aachen, Germany, 2012. © by the authors, Sun SITE Central Europe. [ bib | .pdf | .pdf ] |
| [13] | Fabrizio Riguzzi, Elena Bellodi, and Evelina Lamma. Probabilistic ontologies in Datalog+/-. In Proceedings of the 27th Italian Conference on Computational Logic (CILC2012), Roma, Italy, 6-7 June 2012, number 857 in CEUR Workshop Proceedings, pages 221-235, Aachen, Germany, 2012. © by the authors, Sun SITE Central Europe. [ bib | .pdf | .pdf ] |
| [14] | Fabrizio Riguzzi. Optimizing inference for probabilistic logic programs exploiting independence and exclusiveness. In Proceedings of the 27th Italian Conference on Computational Logic (CILC2012), Roma, Italy, 6-7 June 2012, number 857 in CEUR Workshop Proceedings, pages 206-220, Aachen, Germany, 2012. © by the authors, Sun SITE Central Europe. [ bib | .pdf | .pdf ] |
| [15] | Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, and Paolo Cagnoli. Constraint and optimization techniques for supporting policy making. In International Symposium on Artificial Intelligence and Mathematics (ISAIM 2012), Fort Lauderdale, Florida, USA, January 9-11, 2012, 2012. [ bib | .pdf ] |
| [16] | Elena Bellodi and Fabrizio Riguzzi. Learning the structure of probabilistic logic programs. In Inductive Logic Programming 21st International Conference, ILP 2011, London, UK, July 31 - August 3, 2011. Revised Papers, volume 7207 of LNCS, pages 61-75, Heidelberg, Germany, 2012. © Springer, Springer. The original publication is available at http://www.springerlink.com. [ bib | DOI | .pdf ] |
| [17] | Elena Bellodi and Fabrizio Riguzzi. Experimentation of an expectation maximization algorithm for probabilistic logic programs. Intelligenza Artificiale, 8(1):3-18, © IOS Press, 2012. [ bib | DOI | .pdf ] |
| [18] | Fabrizio Riguzzi and Nicola Di Mauro. Applying the information bottleneck to statistical relational learning. Machine Learning, 86(1):89-114, © Springer, 2012. The original publication is available at http://www.springerlink.com. [ bib | DOI | .pdf ] |
Courses:
GULP - Gruppo Ricercatori e Utenti Logic Programming, of the 
Association for Logic Programming
and of 
AI*IA
- Associazione Italiana per l'Intelligenza ArtificialeHobby: trekking.