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Chapters in Books
``Clustering XML Documents using Self-Organizing Maps for Structures'',
LNCS 3977, Lecture Notes in Computer Science,
pp. 481-496, 2005, Springer-Verlag.
``A novel approach to QSPR/QSAR based
on Neural Networks for Structures'', A. M. Bianucci, A. Micheli, A.
Sperduti, and A. Starita, in ``Soft Computing Approaches in Chemistry'',
Eds. L. Sztandera and H. Cartwright, Studies in Fuzziness and Soft Computing,
Vol. 120, pp. 265-296, 2003, Springer-Verlag.
``From Sequences to Data Structures: Theory and Applications'', Frasconi
P., Gori M., Kuchler A., Sperduti A., in ``Dynamical Recurrent Networks'',
Eds. J. Kolen and S.C. Kremer, pp. 351-374, IEEE Press, 2001.
``On the Need for a Neural Abstract Machine'', D. Sona, A. Sperduti, in
``Sequence Learning: Paradigms, Algorithms, and Applications'', Eds. Ron
Sun and Lee Giles, LNCS deluxe edition, Springer-Verlag. Vol. 1828, pp.
``Learning Techniques for Supervised Fuzzy Classifiers'', F. Masulli, A.
Sperduti, in ``Fuzzy Learning and Applications'', Eds. L.C. Jain amd M.
Russo, CRC Press, USA. pp. 147-169, 2000.
``Integration of Graphical-Based Rules with Adaptive Learning of Structured
Information''. Frasconi P., Gori M., Sperduti A., in ``Hybrid Neural Systems'',
Eds. S. Wermter and R. Sun, Springer-Verlag, Lecture Notes in Artificial
Intelligence, Vol. 1778, pp. 211-225, 2000.
``A Tutorial on Neurocomputing of Structures'', A. Sperduti, in Knowledge-based
Neurocomputing, Ed. J. Zurada and I. Cloete, pp. 117-154, MIT Press,
``A Neural-based System for the Automatic Classification and Follow-up
of Diabetic Retinopsthies'', Starita A., Sperduti A., In ``Artificial Neural
Networks in Biomedicine'', Eds. E. Ifeachor and P. Lisboa, pp. 233-247,
``Neural Networks for Processing Data Structures'', A. Sperduti, in Adaptive
Processing of Temporal Information, Ed. C. L. Giles and M. Gori. LNAI
1387, Springer-Verlag, pp. 121-144, 1998.
Alessandro Sperduti 2004-06-17