Networked Multimedia Information Systems Laboratory


Stefano Baccianella

Doctoral Student

Past Members


Journal articles

   2014
1Baccianella S., Esuli A., Sebastiani F. Feature selection for ordinal text classification. In: Neural Computation, vol. 26 (3) pp. 557 - 591. The MIT Press, 2014.        

   2013
2Baccianella S., Esuli A., Sebastiani F. StarTrack: the next generation (of product review management tools). In: New Generation Computing, vol. 31 (1) pp. 47 - 70. Springer, 2013.        
3Baccianella S., Esuli A., Sebastiani F. Using micro-documents for feature selection: the case of ordinal text classification. In: Expert Systems With Applications, vol. 40 (11) pp. 4687 - 4696. Elsevier Science Publishers, 2013.        
4Baccianella S., Esuli A., Sebastiani F. Variable-constraint classification and quantification of radiology reports under the ACR Index. In: Expert Systems With Applications, vol. 40 (9) pp. 3441 - 3449. Elsevier, 2013.        

   2009
5Baccianella S., Esuli A., Sebastiani F. Multi-faceted rating of product reviews. In: ERCIM News, vol. 77 pp. 60 - 61. European Research Consortium for Informatics and Mathematics (ERCIM), 2009.  

Books/Monographs

   2009
1Baccianella S. Multi-faceted rating of product reviews : issues, methods and experiments. 84 p. Germania: VDM Verlag, 2009.

Proceedings

   2011
1Baccianella S., Esuli A., Sebastiani F. Using micro-documents for feature selection: the case of ordinal text classification. In: IIR 2011 - 2nd Italian Information Retrieval Workshop (Milano, IT, 27-28 gennaio 2011). Atti, article n. 4. Massimo Melucci, Stefano Mizzaro, Gabriella Pasi (eds.). (CEUR Workshop Proceedings, vol. 704). CEUR-WS.org, 2011.     

   2010
2Baccianella S., Esuli A., Sebastiani F. Feature selection for ordinal regression. In: SAC 2010 - 25th Symposium on Applied Computing (Sierre, Switzerland, 22-26 marzo 2010). Proceedings, pp. 1748 - 1754. ACM, 2010.     
3Baccianella S., Esuli A., Sebastiani F. Selecting features for ordinal text classification. In: IIR 2010 - 1st Italian Information Retrieval Workshop (Padova, IT, 27-28 January 2010). Atti, pp. 13 - 14. Massimo Melucci, Stefano Mizzaro, Gabriela Pasi (eds.). (CEUR Workshop Proceedings, vol. 560). RWTH Aachen University, 2010.  
4Baccianella S., Esuli A., Sebastiani F. SentiWordNet 3.0: an enhanced lexical resource for sentiment analysis and opinion mining. In: LREC 2010 - Seventh conference on International Language Resources and Evaluation (Valletta, Malta, 18-22 maggio 2010). Proceedings, pp. 2200 - 2204. ELRA, 2010.     

   2009
5Baccianella S., Esuli A., Sebastiani F. Evaluation measures for ordinal regression. In: ISDA'09 - 9th IEEE International Conference on Intelligent Systems Design and Applications (Pisa, IT, November 30 - December 2 2009). Proceedings, pp. 283 - 287. IEEE Press, 2009.  
6Baccianella S., Esuli A., Sebastiani F. Multi-facet rating of product reviews. In: ECIR'09 - 31st European Conference on Information Retrieval (Toulouse, FR, 7-9 April 2009). Proceedings, pp. 461 - 472. Mohand Boughanem, Catherine Berrut, Josiane Mothe, Chantal Soule-Dupuy (eds.). (Lecture Notes in Computer Science, vol. 5478). Springer Verlag, 2009.  

Technical reports

   2011
1Baccianella S., Esuli A., Sebastiani F. Using micro-documents for feature selection: the case of ordinal text classification. Technical report, 2011.  
2Esuli A., Baccianella S., Marcheggiani D., Sebastiani F., Gordea S. ASSETS - Specification of ingestion services. Advanced Service Search and Enhancing Technological Solutions for the European Digital Library. Deliverable D.2.1.1, 2011.     

   2010
3Baccianella S., Esuli A., Sebastiani F. Feature selection for ordinal text classification. Technical report, 2010.     

   2009
4Baccianella S., Esuli A., Sebastiani F. Feature selection for ordinal text classification. Technical report, 2009.  
5Baccianella S., Esuli A., Sebastiani F. StarTrack: the next generation (of product review management tools). Technical report, 2009.  

   2008
6Baccianella S., Esuli A., Sebastiani F. Multi-facet rating of product reviews. Technical report, 2008.