Giulio Petrucci

I received my M.Sc. in Electronic Engineering from Università Politecnica delle Marche in 2005. My thesis project was about using Neural Networks for environment time series forecasts. In 2005 I started working for an exciting start-up focused on Speech Technology and Natural Language Processing based applications. The deep interests I had about my job led me to think about starting over my academic career in order to get more into its scientific aspects. In 2013, after a short research intern, I joined the DKM group of FBK for a PhD about Information Extraction for Ontology Engineering. My main topic is to extract complex and expressive axioms from large unstructured textual sources.

1. Pierantozzi, Mariano; Petrucci, Giulio,
   Modeling thermal conductivity in refrigerants through neural networks,
   in «FLUID PHASE EQUILIBRIA»,
   vol. 460,
   2018
   , pp. 36 -
   44
2. Dragoni, Mauro; Petrucci, Giulio,
   A Neural Word Embeddings Approach For Multi-Domain Sentiment Analysis,
   in «IEEE TRANSACTIONS ON AFFECTIVE COMPUTING»,
   vol. 8,
   n. 4,
   2017
   , pp. 457 -
   470
3. Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria; Petrucci, Giulio; Yeshchenko, Anton,
   An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring,
   Business Process Management. BPM 2017,
   vol.10445,
   2017
   , pp. 252-
   268
   , (International Conference on Business Process Management,
   Barcelona, Spain,
   10-15 September, 2017)
4. Giulio, Petrucci; Mauro, Dragoni,
   The IRMUDOSA System at ESWC-2017 Challenge on Semantic Sentiment Analysis,
   Semantic Web Challenges - 4th SemWebEval Challenge at ESWC 2017, Portoroz, Slovenia, May 28 - June 1, 2017, Revised Selected Papers,
   Springer,
   vol.769,
   2017
   , pp. 148-
   165
   , (4th SemWebEval Challenge at ESWC 2017,
   Portoroz, Slovenia,
   May 28 - June 1, 2017)
5. Di Nicola, G.; Pierantozzi, M.; Petrucci, G.; Stryjek, R.,
   Equation for the Thermal Conductivity of Liquids and an Artificial Neural Network,
   in «JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER»,
   vol. 30,
   n. 3,
   2016
   , pp. 651 -
   660
6. Petrucci, Giulio; Ghidini, Chiara; Rospocher, Marco,
   Ontology Learning in the Deep,
   Knowledge Engineering and Knowledge Management, Proceedings of the 20th International Conference, EKAW 2016,
   vol.10024,
   2016
   , pp. 480-
   495
   , (20th International Conference EKAW 2016,
   Bologna, Italy,
   November 19-23, 2016)
7. Petrucci, Giulio; Dragoni, Mauro,
   The IRMUDOSA System at ESWC-2016 Challenge on Semantic Sentiment Analysis,
   Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Revised Selected Papers,
   Springer,
   vol.641,
   2016
   , pp. 126-
   140
   , (Semantic Web Challenges - Third SemWebEval Challenge,
   Heraklion, Crete, Greece,
   May 29 - June 2, 2016)
8. Dragoni, Mauro; Petrucci, Giulio,
   An Information Retrieval-Based System for Multi-domain Sentiment Analysis,
   Semantic Web Evaluation Challenges,
   Springer,
   2015
   , pp. 234 -
   243
9. Dragoni, Mauro; Petrucci, Giulio,
   Supporting Multilingual Ontology Matching With MoKi,
   Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015.,
   CEUR-WS.org,
   vol.1486,
   2015
   , (International Semantic Web Conference (ISWC-2015),
   Bethlehem, PA, USA,
   October 11, 2015)
10. Petrucci, Giulio,
    Information Extraction for Learning Expressive Ontologies,
    The Semantic Web. Latest Advances and New Domains: 12th European Semantic Web Conference, ESWC 2015,
    Springer International Publishing,
    vol.9088,
    2015
    , pp. 740-
    750
    , (12th European Semantic Web Conference, ESWC 2015,
    Portoroz, Slovenia,
    May 31 -- June 4, 2015)