Networked Multimedia Information Systems Laboratory


Tiziano Fagni

Research Staff

Past Members

  VCS (acronym of Verbatim Coding System) is a highly innovative software system for monitoring customer satisfaction in large...

Journal articles

   2010
1Fagni T., Falchi F., Sebastiani F. Image classification via adaptive ensembles of descriptor-specific classifiers. In: Pattern Recognition and Image Analysis, vol. 20 (1) pp. 21 - 28. Springer Verlag, 2010.        
2Fagni T., Sebastiani F. Selecting negative examples for hierarchical text classification: an experimental comparison. In: Journal of the American Society for Information Science and Technology, vol. 61 (11) pp. 2256 - 2265. John Wiley & Sons, 2010.        

   2009
3Fagni T., Falchi F., Sebastiani F. Adaptive committees of feature-specific classifiers for image classification. In: ERCIM News, vol. 78 pp. 41 - 41. ERCIM, 2009.  

   2008
4Esuli A., Fagni T., Sebastiani F. Boosting multi-label hierarchical text categorization. In: Information Retrieval, vol. 11 (4) pp. 287 - 313. Springer Verlag, 2008.        

   2006
5Fagni T., Orlando S., Silvestri F., Perego R. Boosting the performance of Web search engines: caching and prefetching query results by exploiting historical usage data. In: Acm Transactions on Information Systems, vol. 24 (1) pp. 51 - 78. ACM Press, 2006.  

Contribution to Book/Monograph

   2006
1Baraglia R., Danelutto M., Fagni T., Laforenza D., Orlando S., Paccosi A., Tonellotto N., Vanneschi M., Zoccolo C. HPC application execution on GRIDs. In: Future Generation Grid. 1 ed. pp. 263 - 282. A. Reinefeld, D. Laforenza, V. Getov (eds.). USA: Springer, 2006.  

Proceedings

   2015
1Berardi G., Esuli A., Fagni T., Sebastiani F. Classifying Websites by industry sector: a study in feature design. In: SAC'15 - 30th Annual ACM Symposium on Applied Computing (Salamanca, ES, 13-17 April 2015). Proceedings, pp. 1053 - 1059. ACM, 2015.        
2Berardi G., Esuli A., Fagni T., Sebastiani F. Multi-store metadata-based supervised mobile App classification. In: SAC'15 - 30th Annual ACM Symposium on Applied Computing (Salamanca, ES, 13-17 April 2015). Proceedings, pp. 585 - 588. ACM, 2015.        
3Esuli A., Fagni T. ProcessFast, a Java Framework for Development of Concurrent and Distributed Applications. In: IIR - 6th Italian Information Retrieval Workshop (Cagliari, 25-26 May 2015). Atti, article n. 18. Paolo Boldi, Reffaele Perego, Fabrizio Sebastiani (eds.). (CEUR Workshop Proceedings, vol. 1404). CEUR-WS.org, 2015.     

   2009
4Fagni T., Falchi F., Sebastiani F. Adaptive committees of feature-specific classifiers for image classification. In: IMTA'09 - 2nd International Workshop on Image Mining Theory and Applications (Lisbon, PT, 7 febbraio 2009). Proceedings, pp. 113 - 122. Igor Gurevich, Heinrich Niemann, Ovidio Salvetti (eds.). INSTICC Press, 2009.  

   2007
5Fagni T., Sebastiani F. On the selection of negative examples for hierarchical text categorization. In: 3rd Language and Technology Conference. LTC'07 (Poznań, 5-7 October 2007). Proceedings, pp. 24 - 28. Wydawnictwo Poznańskie Sp. z o. o, 2007.  

   2006
6Esuli A., Fagni T., Sebastiani F. MP-Boost : a multiple-pivot boosting algorithm and its application to text categorization. In: 13th International Symposium on String Processing and Information Retrieval (SPIRE'06) (Glasgow, UK, 11-13 October 2006). Proceedings, pp. 1 - 12. F. Crestani, P. Ferragina, and M. Sanderson (eds.). (Lecture Notes in Computer Science, vol. 4209). Springer Verlag, 2006.     
7Esuli A., Fagni T., Sebastiani F. TreeBoost.MH : a boosting algorithm for multi-label hierarchical text categorization. In: 13th International Symposium on String Processing and Information Retrieval (SPIRE'06) (Glasgow, UK, 11-13 October 2006). Proceedings, pp. 13 - 24. F. Crestani, P. Ferragina, and M. Sanderson (eds.). (Lecture Notes in Computer Science, vol. 4209). Springer Verlag, 2006.     

   2004
8Fagni T., Perego R., Silvestri F. A Highly Scalable Parallel Caching System for Web Search Engine Results. In: Euro-Par 2004 Parallel Processing, 10th International Euro-Par (Pisa, Italy, August 31-September 3 2004). Proceedings, pp. 347 - 354. Marco Danelutto, Marco Vanneschi, Domenico Laforenza (eds.). (Lecture Notes in Computer Science, vol. 3149). Springer, 2004.  

   2003
9Fagni T., Orlando S., Palmerini P., Perego R., Silvestri F. A Hybrid Strategy for Caching Web Search Engine Results. In: Twelfth International World Wide Web Conference (www2003) (Budapest, Hungary, 20-24 May 2003). Proceedings, p. 156. Irwin King and Tamas Maray (eds.). 2003.  

Technical reports

   2016
1Carrara F., Esuli A., Fagni T., Falchi F., Moreo Fernandez A. Picture it in your mind: generating high level visual representations from textual descriptions. Technical report, 2016.     
2Esuli A., Fagni T., Moreo Fernández A. JaTeCS, a Java library focused on automatic text categorization. Technical report, 2016.  
3Fagni T., Esuli A. SparkBOOST, an Apache spark-based boosting library. Technical report, 2016.  

   2013
4Fagni T. Developing and maintaining a mixed Java/Groovy software using Maven. Technical report, 2013.  

   2009
5Esuli A., Fagni T., Sebastiani F. Machines that learn how to code open-ended survey data. Part I: the basic approach and a working system. Technical report, 2009.  
6Esuli A., Fagni T., Sebastiani F. Machines that learn how to code open-ended survey data. Part II: experiments on real respondent data. Technical report, 2009.  

   2008
7Fagni T., Falchi F., Sebastiani F. Adaptive committees of feature-specific classifiers for image classification. Technical report, 2008.  

   2007
8Fagni T., Sebastiani F. On the selection of negative examples for hierarchical text categorization. Technical report, 2007.  

   2006
9Esuli A., Fagni T., Sebastiani F. MP-Boost: a multiple-pivot boosting algorithm and its application to text categorization. Technical report, 2006.  
10Esuli A., Fagni T., Sebastiani F. TreeBoost.MH: a boosting algorithm for multi-label hierarchical text categorization. Technical report, 2006.  

   2004
11Fagni T., Silvestri F., Orlando S., Perego R. Boosting the performance of Web search engines: caching and prefetching query results by exploiting historical usage data. The document has been submitted to Journal: IEEE TOIS, Technical report, 2004.  

   2003
12Bartoli G., Fagni T. Manuale di installazione ed amministrazione del cluster Linux. Internal note, 2003.     
13Bartoli G., Fagni T. Manuale utente del cluster Linux. Internal note, 2003.     
14Fagni T., Orlando S., Palmerini P., Perego R., Silvestri F. A hybrid strategy for caching Web search engine results. Accettato alla conferenza WWW2003, The Twelfth International World Wide Web Conference, 20-24 May 2003, Budapest, HUNGARY, Technical report, 2003.  
15Fagni T. Analisi del framework XCat come ambiente di supporto alla programmazione di applicazioni ad alte prestazioni per ambienti grid-enabled. In: The document other: The paper is a techincal report related to the analysis of a software library evaluated for a task inside the FIRB reaseach project. 2003.  

Software

   2016
1Esuli A., Fagni T., Moreo Fernandez A. Java Text Categorization System. [Software] Release 1.0 , 22 March 2016.  
2Fagni T. SparkBOOST. [Software] , 1 March 2016.