17 December 2018

Fabrizio Riguzzi

Associate Professor
Dipartimento di Matematica e Informatica, Università di Ferrara,

Office 130
Blocco A, Polo Scientifico Tecnologico
University of Ferrara
Via Saragat 1, 44122, Ferrara, Italia
Tel: +390532974792 Fax: +390532974836
E-Mail: fabrizio.riguzzi@unife.it
Ricevimento: su appuntamento richiesto via email o telefono.
University Home Page
Photo of Fabrizio Riguzzi

 

Kalman filter in 2 dimensions
Generated with cplint and R
Interactive version

Research

The computer science group of the University of Ferrara ranked first in Italy according to the 2011-2014 research assessment (VQR)
see column “Pos. grad. compl.” in Table 3.4 on page 45 of the final report

Playing with Prolog videos: Map generation with cplint, Playing With Prolog Goes To The Movies (truel)

I belong to the research groups ML@unife

Links to online systems: cplint, TRILL, Online AUC calculator

Publications

Google Scholar, Semantic Scholar, Microsoft Academic, Loop, DBLPORCID, ScopusAcademia, MendeleyKudos, PublonsReviewer Page, ResearcherIDAMiner

Publications by type, publications by year

Latest Publications

[21] Nicolas Lachiche, Christel Vrain, Fabrizio Riguzzi, Bellodi Elena, and Zese Riccardo. Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018. Machine Learning, pages 1--3, 2019. [ bib | DOI ]
[20] Riccardo Zese, Giuseppe Cota, Evelina Lamma, Elena Bellodi, and Fabrizio Riguzzi. Probabilistic DL reasoning with pinpointing formulas: A prolog-based approach. Theory and Practice of Logic Programming, 19(3):449--476, 2019. [ bib | DOI | .pdf ]
[19] Jan Wielemaker, Fabrizio Riguzzi, Bob Kowalski, Torbjörn Lager, Fariba Sadri, and Miguel Calejo. Using SWISH to realise interactive web based tutorials for logic based languages. Theory and Practice of Logic Programming, 19(2):229--261, 2019. [ bib | DOI | .pdf ]
[18] Arnaud Nguembang Fadja, Evelina Lamma, and Fabrizio Riguzzi. Vision inspection with neural networks. In Marco Maratea and Mauro Vallati, editors, R.i.C.e.R.c.A: RCRA Incontri E Confronti, Proceedings of the RiCeRcA Workshop co-located with the 17th International Conference of the Italian Association for Artificial Intelligence (Ai*iA 2018), volume 2272 of CEUR Workshop Proceedings, pages 1--10, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[17] Arnaud Nguembang Fadja, Fabrizio Riguzzi, and Evelina Lamma. Deep learning for probabilistic logic programming. In Marco Rospocher, Luciano Serafini, and Sara Tonelli, editors, AI*IA 2018 Doctoral Consortium, Proceedings of the AI*IA Doctoral Consortium (DC), volume 2249 of CEUR Workshop Proceedings, pages 43--47, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[16] Federico Chesani, Giuseppe Cota, Evelina Lamma, Paola Mello, and Fabrizio Riguzzi. A decision support system for food recycling based on constraint logic programming and ontological reasoning. In Paolo Felli and Marco Montali, editors, Proceedings of the 33rd Italian Conference on Computational Logic, volume 2214 of CEUR Workshop Proceedings, pages 117--131, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[15] Arnaud Nguembang Fadja, Fabrizio Riguzzi, and Evelina Lamma. Expectation maximization in deep probabilistic logic programming. In Chiara Ghidini, Bernardo Magnini, and Andrea Passerini, editors, Proceedings of the 17th Conference of the Italian Association for Artificial Intelligence (AI*IA2018), Trento, Italy, 20-23 November, 2018, volume 11298 of Lecture Notes in Computer Science, pages 293--306, Heidelberg, Germany, 2018. © Springer, Springer. [ bib | DOI | .pdf ]
[14] Giuseppe Cota, Fabrizio Riguzzi, Riccardo Zese, Elena Bellodi, and Evelina Lamma. A modular inference system for probabilistic description logics. In Davide Ciucci, Gabriella Pasi, and Barbara Vantaggi, editors, Scalable Uncertainty Management 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings, volume 11142 of Lecture Notes in Computer Science, pages 78--92, Heidelberg, Germany, 2018. © Springer, Springer. The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-030-00461-3_6. [ bib | DOI | .pdf ]
[13] Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese. Preface. In Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese, editors, Inductive Logic Programming 28th International Conference, ILP 2018, Ferrara, Italy, September 2-4, 2018, Proceedings, volume 11105 of Lecture Notes in Artificial Intelligence, pages V--VI, Heidelberg, Germany, 2018. © Springer, Springer. [ bib | DOI | .pdf ]
[12] Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese, editors. Inductive Logic Programming 28th International Conference, ILP 2018, Ferrara, Italy, September 2-4, 2018, Proceedings, volume 11105 of Lecture Notes in Artificial Intelligence, Heidelberg, Germany, 2018. © Springer, Springer. [ bib | DOI | http ]
[11] Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese, editors. Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (ILP 2018), volume 2206 of CEUR Workshop Proceedings, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | http ]
[10] Arnaud Nguembang Fadja, Fabrizio Riguzzi, and Evelina Lamma. Learning the parameters of deep probabilistic logic programs. In Elena Bellodi and Tom Schrijvers, editors, Probabilistic Logic Programming (PLP 2018), volume 2219 of CEUR Workshop Proceedings, pages 9--14, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[9] Fabrizio Riguzzi, Jan Wielemaker, and Riccardo Zese. Probabilistic inference in SWI-Prolog. In Elena Bellodi and Tom Schrijvers, editors, Probabilistic Logic Programming (PLP 2018), volume 2219 of CEUR Workshop Proceedings, pages 15--27, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[8] Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma, Elena Bellodi, and Riccardo Zese. Modeling bitcoin protocols with probabilistic logic programming. In Elena Bellodi and Tom Schrijvers, editors, Probabilistic Logic Programming (PLP 2018), volume 2219 of CEUR Workshop Proceedings, pages 49--61, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[7] Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese. Preface. In Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese, editors, Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (ILP 2018), volume 2206 of CEUR Workshop Proceedings, pages 1--5, Aachen, Germany, 2018. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[6] Arnaud Nguembang Fadja and Fabrizio Riguzzi. Lifted discriminative learning of probabilistic logic programs. Machine Learning, © Springer, 2018. [ bib | DOI | .pdf ]
[5] Fabrizio Riguzzi. Foundations of Probabilistic Logic Programming. River Publishers, Gistrup, Denmark, 2018. [ bib | http ]
[4] Fabrizio Riguzzi. Review of Jiroušek, Radim; Shenoy, Prakash P. A new definition of entropy of belief functions in the Dempster-Shafer theory. Internat. J. Approx. Reason. 92 (2018), 49--65. Mathematical Reviews, © American Mathematical Society, May 2018. [ bib | http ]
[3] Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Giuseppe Cota, and Evelina Lamma. Tableau reasoning for description logics and its extension to probabilities. Annals of Mathematics and Artificial Intelligence, 82(1):101--130, © Springer, March 2018. [ bib | DOI | .pdf | http ]
[2] Fabrizio Riguzzi and Theresa Swift. A survey of probabilistic logic programming. In Michael Kifer and Yanhong A. Liu, editors, Declarative Logic Programming: Theory, Systems, and Applications, pages 185--228. Association for Computing Machinery and Morgan & Claypool, New York, NY, USA, 2018. [ bib | DOI | .pdf ]
[1] Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, and Giuseppe Cota. Reasoning on datalog+- ontologies with abductive logic programming. Fundamenta Informaticae, 159:65--93, 2018. [ bib | DOI | .pdf ]

Activities

Awards

  • Dr. Elena Bellodi, of which I was PhD co-supervisor, won
    • the Marco Cadoli prize for the best PhD thesis in Artificial Intelligence defended at an Italian university in 2013. The prize is assigned yearly by the Associazione Italiana per l’Intelligenza Artificiale
    • the prize for the best PhD thesis in Computational Logic assigned by the Gruppo Ricercatori e Utenti Logic Programming in 2015.
  • Best Paper Award for “BUNDLE: A Reasoner for Probabilistic Ontologies” by Riccardo Zese, Fabrizio Riguzzi, Evelina Lamma and Elena Bellodi at the 7th International Conference on Web Reasoning and Rule Systems (RR-2013)
  • Highly Commended Paper Award for “Probabilistic declarative process mining”by Elena Bellodi, Fabrizio Riguzzi, and Evelina Lamma at the 4th International Conference on Knowledge Science, Engineering & Management (KSEM 2010)

Tutorials

Teaching

Biographic Notes

Hobby: trekking.

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