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. Petrucci, Giulio; Rospocher, Marco; Ghidini, Chiara,
   Expressive Ontology Learning as Neural Machine Translation,
   in «JOURNAL OF WEB SEMANTICS»,
   to be published
2. Pierantozzi, Mariano; Petrucci, Giulio,
   Modeling thermal conductivity in refrigerants through neural networks,
   in «FLUID PHASE EQUILIBRIA»,
   vol. 460,
   2018
   , pp. 36 -
   44
3. Dragoni, Mauro; Petrucci, Giulio,
   A fuzzy-based strategy for multi-domain sentiment analysis,
   in «INTERNATIONAL JOURNAL OF APPROXIMATE REASONING»,
   vol. 93,
   2018
   , pp. 59 -
   73
4. 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
5. 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)
6. 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)
7. 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
8. 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)
9. 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)
10. Dragoni, Mauro; Petrucci, Giulio,
    An Information Retrieval-Based System for Multi-domain Sentiment Analysis,
    Semantic Web Evaluation Challenges,
    Springer,
    2015
    , pp. 234 -
    243

Pages