Data Mining, Machine Learning, Natural Language Processing, Deep Learning and Sentiment Analysis.
Publications
D. Nozza, E. Fersini, E. Messina. “A Multi-View Sentiment Corpus“. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Valencia, Spain, April 3-6, 2017.
D. Nozza, F. Ristagno, M. Palmonari, E. Fersini, P. Manchanda, E. Messina. “TWINE: A real-time system for TWeet analysis via INformation Extraction“. In Proceedings of the Demonstrations at the 15th Conference of the European Chapter of the Association for Computational Linguistics. Valencia, Spain, April 3-6, 2017.
P. Manchanda, E. Fersini, D. Nozza, E. Messina, M. Palmonari. “Towards Adaptation of Named Entity Classification“. In Proceedings of the 32nd ACM Symposium on Applied Computing. Marrakesh, Morocco, April 3-6, 2017.
F. M. Cecchini, E. Fersini, P. Manchanda, E. Messina, D. Nozza, M. Palmonari, C. Sas. “UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian
Tweets”. In Proceedings of the 5th International Workshop EVALITA. Naples, December 7th, 2016.
D. Nozza, E. Fersini, E. Messina. “Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings”. In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Porto, November 10th, 2016. (Best Paper Award)
D. Nozza, E. Fersini, E. Messina. “Deep Learning and Ensemble Methods for Domain Adaptation”. In Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence. San Jose, CA, November 6th, 2016.
D. Nozza, D. Maccagnola, V. Guigue, E. Messina and P. Gallinari. “A latent representation model for sentiment analysis in heterogeneous social networks”. In Proceedings of the 3rd International on Modelling and Knowledge Management applications. Grenoble, September 2nd, 2014.
Phd Courses
5th Lisbon Machine Learning School (LXMLS 2015)
Lisbon, 16-23 July 2015
Lecturers: Luis Pedro Coelho, Mário Figueiredo, Shay Cohen, Yejin Choi, Noah Smith, Lucia Specia, Xavier Carreras, Slav Petrov, Fernando Pereira , Chris Dyer, Roberto Navigli , Phil Blunsom and Yoshua Bengio.
Emerging tools and techniques for massive data analysis
CINECA, 8-10 April 2015
Lecturers: Prof. Sonia Bergamaschi, Paolo D’Onorio De Meo, Giuseppe Fiameni and Giovanni Simonini.
A Multidisciplinary Perspective On Big Data
Polytechnic University of Milan, December 2014 – February 2015
Lecturers: Danilo Ardagna, Cinzia Cappiello, Paolo Ciuccarelli, Paolo Cremonesi, Emanuele Della Valle, Elisabetta Di Nitto and Letizia Tanca.
Recommender Systems
University of Milano-Bicocca, June – July 2015
Prof. Markus Zanker, Prof. Fabio Stella.
Swarm Intelligence
University of Milano-Bicocca, January-February 2016
Prof. Habiba Drias.
Natural Language Processing: Text and Speech Analysis
Polytechnic University of Milan, October-November 2016
Prof. Licia Sbattella.
Teaching
Laboratory of programming in Java
30 hours, bachelor degree in Mathematics
September. 2015 – January, 2016, University of Milano-Bicocca
Laboratory of programming in Java
24 hours, bachelor degree in Mathematics
September. 2016 – January, 2017, University of Milano-Bicocca
Data Analytics
24 hours, master degree in Computer Science
September. 2016 – January, 2017, University of Milano-Bicocca
Lab
http://www.mind.disco.unimib.it/
Contacts
debora dot nozza at disco dot unimib dot it
+39 02 6448 7919
Room 1042 – Mind 2
Edificio U14
Viale Sarca 336
Milano