Alessandro Sperduti

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2011
12Process Mining Manifesto. Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Muñoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn. Business Process Management Workshops (1) 2011, 169-194. Web SearchBibTeXDownload
2006
11XML Document Mining Using Contextual Self-organizing Maps for Structures. Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Alessandro Sperduti, Marco Gori. INEX 2006, 510-524. Web SearchBibTeXDownload
2005
10Clustering XML Documents Using Self-organizing Maps for Structures. Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi, Francesca Trentini, Franco Scarselli, Marco Gori. INEX 2005, 481-496. Web SearchBibTeXDownload
9The loading problem for recursive neural networks. Marco Gori, Alessandro Sperduti. Neural Networks (18): 1064-1079 (2005). Web SearchBibTeXDownload
2002
8Special issue on integration of symbolic and connectionist systems. Paolo Frasconi, Marco Gori, Franz J. Kurfess, Alessandro Sperduti. Cognitive Systems Research (3): 121-123 (2002). Web SearchBibTeXDownload
2001
7Guest Editors' Introduction: Special Section on Connectionist Models for Learning in Structured Domains. Paolo Frasconi, Marco Gori, Alessandro Sperduti. IEEE Trans. Knowl. Data Eng. (13): 145-147 (2001). Web SearchBibTeXDownload
2000
6Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations. Marco Gori, Paolo Frasconi, Alessandro Sperduti. ECAI 2000, 301-305. Web SearchBibTeX
1999
5On the implementation of frontier-to-root tree automata in recursive neural networks. Marco Gori, Andreas Küchler, Alessandro Sperduti. IEEE Transactions on Neural Networks (10): 1305-1314 (1999). Web SearchBibTeXDownload
1998
4Integration of Graphical Rules with Adaptive Learning of Structured Information. Paolo Frasconi, Marco Gori, Alessandro Sperduti. Hybrid Neural Systems 1998, 211-225. Web SearchBibTeXDownload
3A general framework for adaptive processing of data structures. Paolo Frasconi, Marco Gori, Alessandro Sperduti. IEEE Transactions on Neural Networks (9): 768-786 (1998). Web SearchBibTeXDownload
1997
2Logo Recognition by Recursive Neural Networks. Enrico Francesconi, Paolo Frasconi, Marco Gori, Simone Marinai, Jianqing Sheng, Giovanni Soda, Alessandro Sperduti. GREC 1997, 104-117. Web SearchBibTeXDownload
1On the Efficient Classification of Data Structures by Neural Networks. Paolo Frasconi, Marco Gori, Alessandro Sperduti. IJCAI 1997, 1066-1071. Web SearchBibTeX
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