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Journals

``Analysis of the Internal Representations Developed by Neural Networks for Structures Applied to QSAR Studies of Benzodiazepines'', A. M. Bianucci, A. Micheli, A. Sperduti, and A. Starita. Journal of Chemical Information and Computer Sciences. To appear.
``Discriminant Pattern Recognition Using Transformation Invariant Neurons'', D. Sona, A. Sperduti, and A. Starita. Neural Computation. Vol. 12, n. 6, pp. 1355-1370, June 2000.
``On the Implementation of Frontier-to-Root Tree Automata in Recursive Neural Networks'', M. Gori, Andreas Kuchler, and A. Sperduti. IEEE Transactions on Neural Networks. Vol. 10, n. 6, 1999.
``Application of Recursive Cascade-Correlation Networks for Structures to Chemistry'', Applied Intelligence, Bianucci A.M., Micheli A., Sperduti A., Starita A., Special Issue on ``Neural Networks and Structured Knowledge'' (Knowledge Extraction and Applications), Vol. 12, pp. 115-145, 2000.
``A Framework for Adaptive Data Structures Processing'', P. Frasconi, M. Gori, and A. Sperduti. IEEE Transactions on Neural Networks. Vol. 9, No. 5, pp. 768-786, 1998.
``Learning Solution Preferences in Constraint Problems'', F. Rossi, A. Sperduti. Journal of Experimental and Theoretical Artificial Intelligence. Vol 10, pp. 103-116, 1998.
``Rule Specialization in Networks of Fuzzy Basis Functions'', F. Casalino, F. Masulli, and A. Sperduti. Intelligent Automation and Soft Computing, Vol. 4, No. 1, pp. 73-82, 1998.
``Supervised Neural Networks for the Classification of Structures'', A. Sperduti, A. Starita. IEEE Transactions on Neural Networks. Vol. 8, n. 3, pp. 714-735, 1997.
``On the Computational Power of Neural Networks for Structures'', A. Sperduti. Neural Networks. Vol. 10, n. 3, pp. 395-400, 1997.
10  ``A System for the Automatic Morphological Analysis of Mediaeval Manuscripts'', F. Masulli, D. Sona, A. Sperduti A. Starita, G. Zaccagnini. Journal of Forensic Document Examination, Vol. 9, pp. 45-55, Fall 1996.
11  ``Stability Properties of the Labeling Recursive Auto-Associative Memory'', A. Sperduti. IEEE Transactions on Neural Networks, Vol.6, n. 6, 1995.
12  ``A Neural Network Model for Associative Access of Structures'', A. Sperduti, A. Starita. International Journal of Neural Systems, Suppl. Vol. 6, pp. 189-194, 1995.
13  ``Labeling RAAM'', A. Sperduti. Connection Science,Vol. 6, n. 4, pages 429-459, 1994.
14  ``Speed Up Learning and Network Optimization with Extended Back Propagation'', A. Sperduti, A. Starita. Neural Networks , Vol. 6, pp. 365-383, 1993.

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Alessandro Sperduti

Mon Mar 8 23:18:59 MET 1999