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

   2005
1Atzori M., Bonchi F., Giannotti F., Pedreschi D. Anonymity and data mining. In: Computer Systems Science and Engineering, vol. Vol. 20 (n. 5) pp. 369 - 376. CRL Publishing Ltd, 2005.     
2Bonchi F., Giannotti F., Mazzanti A., Pedreschi D. Efficient breadth-first mining of frequent pattern with monotone constraints. In: Knowledge and Information Systems, vol. 8 (2) pp. 131 - 153. Springer, 2005.  
3Bonchi F., Giannotti F., Mazzanti A., Pedreschi D. ExAnte: a preprocessing method for frequent pattern mining. In: Ieee Intelligent Systems, vol. 20 (3) pp. 2 - 8. IEEE, 2005.  
4Bracciali A., Brogi A., Turini F. A framework for specifying and verifying the behaviour of open systems. In: Journal of Logic and Algebraic Programming, vol. 63 (2) pp. 215 - 240. Special Issue: Process Algebra and System Architecture. Elsevier, 2005.        

Contribution to Book/Monograph

   2005
1Bonchi F., Giannotti F., Pedreschi D. A relational query primitive for constraint-based pattern mining. In: Constraint-Based Mining and Inductive Databases: European Workshop. pp. 14 - 37. Boulicaut, Jean-Francois and De Raedt, Luc and Mannila, Heikki. (Lecture Notes in Computer Science, vol. 3848). Springer, 2005.  
2Bonchi F., Giannotti F. Pushing constraints to detect local patterns. In: Local Pattern Detection: International Seminar (Dagstuhl Castle,. pp. 1 - 19. Morik, Katharina and Boulicaut Jean-Francois and Siebes, Arno (eds.). (Lecture Notes in Computer Science, vol. 3539). Berlin / Heidelberg: Springer, 2005.  

Proceedings

   2005
1Atzori M., Bonchi F., Giannotti F., Pedreschi D. Blocking anonymity threats raised by frequent itemset mining. In: IEEE International Conference on Data Mining (Houston, Texas, USA, 27 - 30 November 2005). Proceedings, pp. 561 - 564. 2005.     
2Atzori M., Bonchi F., Giannotti F., Pedreschi D. k-anonymous patterns. In: European Conference on Principles and Practice of Knowledge (Porto, Portugal, October 3-7, 2005). Proceedings, vol. Vol. 3721 pp. 10 - 21. Alípio M. Jorge, Luís Torgo, Pavel B. Brazdil, Rui Camacho, João Gama (eds.). (Lecture Notes in Control and Information Sciences). Springer-Verlag GmbH, 2005.     
3Baglioni M., Furletti B., Turini F. DrC4.5: Improving C4.5 by means of prior knowledge. In: SAC'05 - The 2005 ACM Symposium on Applied Computing (Santa Fe, NM, USA, 13-17 March 2005). Proceedings, pp. 474 - 481. ACM, 2005.        
4Bistarelli S., Bonchi F. Interestingness is not a dichotomy: introducing softness in constrained pattern mining. In: Ninth European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'05) (Porto, Portugal, 3-7 October 2005). Proceedings, (Lecture Notes in Computer Science, vol. 3721). Springer, 2005.     
5Bonchi F., Lucchese C. Pushing tougher constraints in frequent pattern mining. In: Advances in Knowledge Discovery and Data Mining, Pacific-Asia (Hanoi, Vietnam, May 18-20, 2005). Proceedings, pp. 114 - 124. Ho, Tu Bao and Cheung, David (eds.). (Lecture Notes in Computer Science, vol. 3518). Springer, 2005.  
6Giannotti F., Mazzoni A., Puntoni S., Renso C. Synthetic generation of cellular network positioning data. In: 13th Annual ACM International symposium on GIS (Bremen, germany, 4-5 novembre 2005). Proceedings, pp. 12 - 20. ACM, 2005.  
7Nanni M., Raffaetá A., Renso C., Turini F. Deductive and inductive reasoning on spatio-temporal data. In: International Conference on Applications of Prolog (INAP 2004) (Berlin, Germany, 4-6 March 2004). Proceedings, pp. 98 - 115. Dietmar Seipel, Michael Hanus, Ulrich Geske, Oskar Bartenstein (eds.). (Lecture Notes in Computer Science, vol. 3392). Springer-Verlag GmbH, 2005.     
8Nanni M. Speeding-up hierarchical agglomerative clustering in presence of expensive metrics. In: Pacific-Asia Conference on Knowledge Discovery and Data Mining (Hanoi, Vietnam, May 2005). Proceedings, vol. 3518 pp. 378 - 387. Tu Bao Ho, David Cheung, Huan Liu (eds.). (Lecture Notes in Computer Science). Springer-Verlag GmbH, 2005.     

Technical reports

   2005
1Atzori M., Bonchi F., Giannotti F., Pedreschi D. k-Anonymous Patterns. The document will be submitted to Conference:, Technical report, 2005.  
2Nanni M. Hierarchical agglomerative clustering in presence of expensive metrics (Extended Tech. Rep.). The document has been submitted to Conference: PAKDD 2005, Technical report, 2005.  
3Nanni M., Silvestri F., Giannotti F., Pedreschi D. The Web Object Store: an infrastructure for mining semantics from web resources and their usage. The document will be submitted to Conference:, Technical report, 2005.  

Abstracts

   2005
1Atzori M., Mancarella P., Turini F. Computing frequent k-itemsets directly in sparse datasets. In: Workshop on Knowledge Discovery in Inductive Databases (Porto, Portugal, October 3, 2005).      
2D'Auria M., Nanni M., Pedreschi D. Time-focused density-based clustering of trajectories of moving objects. In: Workshop on Mining Spatio-Temporal Data (Porto, Portugal, October 2005).      
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