Knowledge Discovery and Data Mining Laboratory (KDD)

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Publications

2002  2003  2004  2005  2006  2007  2008  2009  2010  2011  2012  2013  2014  2015  2016  2017 

 
PUMA, and MetaPub allow for more selective retrieval from the collections of the CNR Institutes; in particular from the CSCE, CNUCE, IEI, and ISTI collections.


Journal articles

   2004
1Cappelli A., Giovannetti E. L'Interazione Uomo-Robot. In: Intelligenza Artificiale, vol. 1 (2) pp. 18 - 36. AI*IA, 2004.  
2Giannotti F., Manco G., Turini F. Specifying Mining Algorithms with Iterative User-Defined Aggregates. In: Ieee Transactions on Knowledge and Data Engineering, vol. 16 (10) pp. 1232 - 1246. IEEE, 2004.  
3Mancarella P., Raffaetà A., Renso C., Turini F. Integrating Knowledge Representation and Reasoning in Geographical Information Systems. In: International Journal of Geographical Information Systems, vol. 18 (4) pp. 417 - 447. Taylor and Francis, 2004.  
4Pedreschi D., Ruggieri S. Bounded nondeterminism of logic programs. In: Annals of Mathematics and Artificial Intelligence, vol. 42 (4) pp. 313 - 343. Springer/Kluwer, 2004.        

Contribution to Book/Monograph

   2004
1Giannotti F., Manco G., Turini F. Towards a Logic Query Language for Data Mining. In: Database Support for Data Mining Applications. pp. 75 - 93. R. Meo, P. Lanzi, M. Klemettinen (eds.). (Lecture Notes in Computer Science, vol. 2682). Berlin: Springer, 2004.  
2Nanni M., Raffaetà A., Renso C., Turini F. A declarative Framework for reasoning on spatio-temporal data. In: Flexible querying and reasoning in spatio-temporal databases: theory. Physica Verlag Geoscience Geoinformation Series ed. Rita de Caluwe, Guy de Tré, Gloria Bordogna (eds.). Berlin: Springer Verlag, 2004.  

Proceedings

   2004
1Bacarella V., Giannotti F., Nanni M., Pedreschi D. Discovery of ads web hosts through traffic data analysis. In: Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in (Paris, France, June 13, 2004). Proceedings, pp. 76 - 81. Gautam Das, Bing Liu, Philip S. Yu (eds.). ACM Press, 2004.     
2Baglioni M., Nanni M., Giovannetti E. Mining Literary Texts Using Domain Ontologies. In: Knowledge Discovery and Ontologies Worskshop 2004 (Pisa, September 24). Proceedings, pp. 79 - 84. Vojtìch Svátek (ed.). 2004.  
3Bonchi F., Goethals B. FP-Bonsai: The Art of Growing and Pruning Small FP-Trees. In: 8th Pacific-Asia Conference, PAKDD 2004 (Sydney, Australia, May 26-28, 2004). Proceedings, pp. 155 - 160. Honghua Dai and Ramakrishnan Srikant and Chengqi Zhang (eds.). (Lecture Notes in Computer Science, vol. 3056). Springer, 2004.     
4Cappelli A., Giovannetti E., Michelassi P. Ontological Knowledge and Language in Modelling Classical Architectonic Structures. In: Ontologies and Lexical Resources in Distributed Environment (Ontolex (Lisboa, 29 May 2004). Proceedings, pp. 85 - 89. LREC, 2004.     
5Nanni M., Raffaetà A., Renso C., Turini F. Deductive and inductive reasoning on spatio temporal data. In: 15th International Conference on Applications of Declarative (Berlin, march 2004). Proceedings, (Lecture Notes in Computer Science, vol. 3392). Springer Verlag, 2004.  
6Ruggieri S. YaDT: Yet another Decision Tree builder. In: ICTAI 2004 - 16th IEEE International Conference on Tools with Artificial Intelligence (Boca Raton, FL, 15-1 November 2004). Proceedings, pp. 260 - 265. Khoshgoftaar T.M (ed.). IEEE, 2004.        

Editorials

   2004
1Boulicaut J., Esposito F., Giannotti F., Pedreschi D. Editorial activity - ECML 2004. In: Lecture Notes in Computer Science. Editorial, vol. 3201 p. -. Machine Learning: ECML 2004, 15th European Conference on Machine Learning (Pisa, Italy, September 20-24, 2004). Proceedings. Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi. Springer, 2004.  
2Boulicaut J., Esposito F., Giannotti F., Pedreschi D. Editorial activity - PKDD 2004. In: Lecture Notes in Computer Science. Editorial, vol. 3202 pp. v - vi. Knowledge Discovery in Databases: PKDD 2004 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (Pisa, Italy, September 20-24, 2004). Proceedings. Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi. Springer, 2004.  

Technical reports

   2004
1Bonchi F., Giannotti F., Pedreschi D. Frequent Pattern Queries with Optimized Constraint-pushing Operational Semantics. The document has been submitted to other: Book:, Technical report, 2004.  
2Bonchi F., Giannotti F., Mazzanti A., Pedreschi D. Preprocessing for Frequent Pattern Mining through. The document has been submitted to Journal: IEEE- Intelligent Systems, Technical report, 2004.  
3Bonchi F., Lucchese C., Trasarti R. Pushing Tougher Constraints in Frequent Pattern Mining. Technical report, 2004.  
4Ceccarelli T., Centeno D., Giannotti F., Massolo A., Parent C., Raffaetà A., Renso C., Spaccapietra S., Turini F. Experimenting Advanced Spatio-Temporal Formalisms: an Application to Behavioural Ecology. The document will be submitted to Journal: GeoInformatica, Technical report, 2004.  
5Hosni H., Masserotti M. V., Renso C. Imperfect information management in GIS: A logical-mathematical approach. The document will be submitted to Conference: International Workshop on supporting Imprecision and Uncertainty Inflexible Data Base-2004, Technical report, 2004.  

Abstracts

   2004
1Arnese A., Barsocchi S., Masserotti M. V. Spatio-temporal reasoning in archaeology with G.I.S. In: International Conference on Geoinformatics and Geographical Systems Modeling and Fifth Beijing International Workshop in GIS (Beijiing - China, 2-4 April 2004).   
comments to Fosca Giannotti