Prof. Claudia Diamantini

List of Publications


International journals

C. Diamantini, M. Panti
"An Efficient and Scalable Data Compression Approach to Classification",
ACM SIGKDD Explorations, vol. 2, No. 2, pp. 54-60, Dec. 2000,
http://www.acm.org/sigkdd/explorations/issue2-2.htm

C. Diamantini, A. Spalvieri
"Quantizing for Minimum Average Misclassification Risk",
IEEE Trans. on Neural Networks, vol. 9, No. 1, pp.174-182, 1998

C. Diamantini, A. Spalvieri
"Certain Facts about Kohonen's LVQ1 Algorithm",
IEEE Trans. on Circuits and Systems -I, vol. 43, No. 5, pp.425-427, 1996

C. Diamantini, A. Spalvieri
"Pattern Classification by the Bayes Machine",
Electronics Letters, Vol.31, No.24, pp. 2086-2088; Nov.1995.

C. Diamantini, A. Spalvieri
"Vector Quantiser Design Based on Smoothing",
Electronics Letters, Vol.31, No.18, pp. 1556-1558, Aug. 1995.

International Conferences

C. Diamantini, M. Panti
"ANKON: A Multi-Agent System for Information Gathering", Proc. 12th International Conference on Database and Expert System Applications (DEXA 2001), Lecture Notes in Computer Science, vol. 2113, pp.609-620, Springer-Verlag, 2001

C. Diamantini, M. Panti
"Exploiting Hierarchical Global Views for Query Reformulation",
Third IEEE International Knowledge and Data Engineering Exchange Workshop, KDEX'99, Chicago IL, November 8, 1999, IEEE Press.

C. Diamantini, M. Panti
"A Conceptual Indexing Method for Content-Based Retrieval",
IEEE International Workshop on Similarity Search, IWOSS'99, Firenze, Italy, 1st and 2nd Sept. 1999, IEEE Press.

S. Castano, V. De Antonellis, C. Diamantini
"Mining Concept Hierarchies for Domain Analysis using Neural Networks",
7th International Conference on Information Processing and Managment of Uncertainty in Knowledge-based Systems, IPMU98, vol. I, pp. 572-579, Paris, FR, 1998

N. Bianchi, C. Diamantini
"Integration of Neural Networks and Rule Based Systems in the Interpretation of Liver Biopsy Images",
P. Barahona, M. Stefanelli, J. Wyatt (Eds.), Lecture Notes in Artificial Intelligence No. 934, pp.367-378, Springer-Verlag, 1995

C. Diamantini, A. Spalvieri
"Quantizing for Bayes Risk",
International Symposium on Information Theory and its Applications, ISITA94, Vol.2, pp.715-720, Sidney (A), November 1994

C. Diamantini, A. Spalvieri
"Vector Quantization for Minimum Error Probability",
International Conference on Artificial Neural Networks, ICANN94, Vol.2, pp.1091-1094, Sorrento (IT), May 1994,.


www@diiga.univpm.it , October 14, 2002