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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3931 LNCS, Issue , 2006, Pages 10-17

A new neural network model for contextual processing of graphs

(2) Micheli, Alessio a Sestito, Antonio S a

a UNIVERSITY OF PISA (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PROCESSING; FEEDBACK; GRAPH THEORY; PARAFFINS; TOPOLOGY;

CONTEXTUAL INFORMATION; GRAPH PROCESSING; NEURAL NETWORK FOR GRAPHS (NN4G); STATE VARIABLES;

NEURAL NETWORKS;

EID: 33745785648 PISSN: 03029743 EISSN: 16113349 Source Type: Book Series
DOI: 10.1007/11731177_2 Document Type: Conference Paper

Times cited : (21)

References (9)

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- Bianchini, M.¹ Gori, M.² Scarselli, F.³

2
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- Application of cascade correlation networks for structures to chemistry
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- Bianucci, A.M.¹ Micheli, A.² Sperduti, A.³ Starita, A.⁴

3
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- Carnegie Mellon, August
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- Fahlman, S.E.¹ Lebiere, C.²

4
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- From sequences to data structures: Theory and applications
- Kolen J.F. and Kremer S.C., editors, chapter 19. IEEE Press, Inc.
- P. Frasconi, M. Gori, A. Küchler, and A. Sperduti. From sequences to data structures: Theory and applications. In Kolen J.F. and Kremer S.C., editors, A Field Guide to Dynamical Recurrent Networks, chapter 19. IEEE Press, Inc., 2001.
- (2001) A Field Guide to Dynamical Recurrent Networks
- Frasconi, P.¹ Gori, M.² Küchler, A.³ Sperduti, A.⁴

5
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- Tutorial: Perspectives on learning with rnns
- D-side
- B. Hammer and J. J. Steil. Tutorial: Perspectives on learning with rnns. In Proc. of ESANN 2002, pages 357-368. D-side, 2002.
- (2002) Proc. of ESANN 2002 , pp. 357-368
- Hammer, B.¹ Steil, J.J.²

6
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- A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains
- March
- A. Micheli, F. Portera, and A. Sperduti. A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains. Neurocomputing, 64:73-92, March 2005.
- (2005) Neurocomputing , vol.64 , pp. 73-92
- Micheli, A.¹ Portera, F.² Sperduti, A.³

7
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- Contextual processing of structured data by recursive cascade correlation
- November
- A. Micheli, D. Sona, and A. Sperduti. Contextual processing of structured data by recursive cascade correlation. IEEE Trans. Neural Networks, 15(6):1396-1410, November 2004.
- (2004) IEEE Trans. Neural Networks , vol.15 , Issue.6 , pp. 1396-1410
- Micheli, A.¹ Sona, D.² Sperduti, A.³

8
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- Cambridge University Press
- W.H. Press, S.A. Teukolsky, W.T. Vetterling, and B.P. Flannery. Numerical Recipes in C: the Art of Scientific Computing, 2nd Ed. Cambridge University Press, 1992.
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- Supervised neural networks for the classification of structures
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- Sperduti, A.¹ Starita, A.²

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