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. Petrucci, Giulio; Rospocher, Marco; Ghidini, Chiara,
   Expressive Ontology Learning as Neural Machine Translation,
   in «JOURNAL OF WEB SEMANTICS»,
   vol. 52-53,
   2018
   , pp. 66 -
   82
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. Grilli, E.; Dininno, D.; Petrucci, G.; Remondino, F.,
   From 2D to 3D supervised segmentation and classification for cultural heritage applications.,
   International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences,
   vol.XLII-2,
   n. 42,
   2018
   , pp. 399-
   406
   , (ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”,
   Riva del Garda, (TN), ITALY,
   4–7 June 2018)
5. Petrucci, Giulio; Dragoni, Mauro,
   The IRMUDOSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis,
   Semantic Web Challenges - 5th SemWebEval Challenge at ESWC 2018, Heraklion, Greece, June 3-7, 2018, Revised Selected Papers,
   Springer,
   vol.927,
   2018
   , pp. 167-
   185
   , (Semantic Web Challenges - 5th SemWebEval Challenge at ESWC 2018,
   Heraklion, Greece,
   June 3-7, 2018)
6. 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
7. 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)
8. 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)
9. 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
10. 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)

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