| 2009 | ||
|---|---|---|
| 37 | Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini: The Graph Neural Network Model. IEEE Transactions on Neural Networks 20(1): 61-80 (2009) | |
| 36 | Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini: Computational Capabilities of Graph Neural Networks. IEEE Transactions on Neural Networks 20(1): 81-102 (2009) | |
| 2007 | ||
| 35 | Marco Ernandes, Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli: An Adaptive Context-Based Algorithm for Term Weighting: Application to Single-Word Question Answering. IJCAI 2007: 2748-2753 | |
| 2006 | ||
| 34 | Gabriele Monfardini, Vincenzo Di Massa, Franco Scarselli, Marco Gori: Graph Neural Networks for Object Localization. ECAI 2006: 665- | |
| 33 | Marco Ernandes, Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli: Adaptive Context-Based Term (Re)Weighting: An Experiment on Single-Word Question Answering. ECAI 2006: 819-820 | |
| 32 | Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli: A Self-Organising Map Approach for Clustering of XML Documents. IJCNN 2006: 1805-1812 | |
| 31 | Vincenzo Di Massa, Gabriele Monfardini, Lorenzo Sarti, Franco Scarselli, Marco Maggini, Marco Gori: A Comparison between Recursive Neural Networks and Graph Neural Networks. IJCNN 2006: 778-785 | |
| 30 | Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori: Document Mining Using Graph Neural Network. INEX 2006: 458-472 | |
| 29 | Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Alessandro Sperduti, Marco Gori: XML Document Mining Using Contextual Self-organizing Maps for Structures. INEX 2006: 510-524 | |
| 28 | Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli: Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006) | |
| 27 | Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli: Recursive processing of cyclic graphs. IEEE Transactions on Neural Networks 17(1): 10-18 (2006) | |
| 2005 | ||
| 26 | Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong: A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38 | |
| 25 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi, Francesca Trentini, Franco Scarselli, Marco Gori: Clustering XML Documents Using Self-organizing Maps for Structures. INEX 2005: 481-496 | |
| 24 | Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli: Recursive Neural Networks and Graphs: Dealing with Cycles. WIRN/NAIS 2005: 38-43 | |
| 23 | Franco Scarselli, Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi: Adaptive page ranking with neural networks. WWW (Special interest tracks and posters) 2005: 936-937 | |
| 22 | Franco Scarselli, Sweah Liang Yong, Marco Gori, Markus Hagenbuchner, Ah Chung Tsoi, Marco Maggini: Graph Neural Networks for Ranking Web Pages. Web Intelligence 2005: 666-672 | |
| 21 | Monica Bianchini, Marco Gori, Franco Scarselli: Inside PageRank. ACM Trans. Internet Techn. 5(1): 92-128 (2005) | |
| 20 | Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive neural networks for processing graphs with labelled edges: theory and applications. Neural Networks 18(8): 1040-1050 (2005) | |
| 19 | Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive neural networks learn to localize faces. Pattern Recognition Letters 26(12): 1885-1895 (2005) | |
| 2004 | ||
| 18 | Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive networks for processing graphs with labelled edges. ESANN 2004: 325-330 | |
| 17 | Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner: Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56 | |
| 16 | Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli: Design of a crawler with bounded bandwidth. WWW (Alternate Track Papers & Posters) 2004: 292-293 | |
| 15 | Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner: Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383 | |
| 2003 | ||
| 14 | Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli: BackPropagation through Cyclic Structures. AI*IA 2003: 118-129 | |
| 13 | Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi: An introduction to learning in web domains. ESANN 2003: 1-8 | |
| 12 | Monica Bianchini, Marco Gori, Paolo Mazzoni, Lorenzo Sarti, Franco Scarselli: Face Localization with Recursive Neural Networks. WIRN 2003: 99-105 | |
| 11 | Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini: Adaptive ranking of web pages. WWW 2003: 356-365 | |
| 10 | Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli: A Simple Focused Crawler. WWW (Posters) 2003 | |
| 9 | Monica Bianchini, Marco Gori, Franco Scarselli: PageRank and Web Communities. Web Intelligence 2003: 365-371 | |
| 8 | Patrizia Bonaventura, Marco Gori, Marco Maggini, Franco Scarselli, Jianqing Sheng: A Hybrid Model for the Prediction of the Linguistic Origin of Surnames. IEEE Trans. Knowl. Data Eng. 15(3): 760-763 (2003) | |
| 2001 | ||
| 7 | Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli: Searching the Web: learning based techniques. ESANN 2001: 257-264 | |
| 6 | Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli: Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR 2001: 849-853 | |
| 2000 | ||
| 5 | Marco Gori, Marco Maggini, Enrico Martinelli, Franco Scarselli: Learning User Profiles in NAUTILUS. AH 2000: 323-326 | |
| 4 | Monica Bianchini, Marco Gori, Franco Scarselli: Computational capabilities of linear recursive networks. KES 2000: 462-465 | |
| 1998 | ||
| 3 | Marco Gori, Franco Scarselli: Are Multilayer Perceptrons Adequate for Pattern Recognition and Verification? IEEE Trans. Pattern Anal. Mach. Intell. 20(11): 1121-1132 (1998) | |
| 2 | Marco Gori, Franco Scarselli, Ah Chung Tsoi: On the closure of the set of functions that can be realized by a given multilayer perceptron. IEEE Transactions on Neural Networks 9(6): 1086-1098 (1998) | |
| 1 | Franco Scarselli, Ah Chung Tsoi: Universal Approximation Using Feedforward Neural Networks: A Survey of Some Existing Methods, and Some New Results. Neural Networks 11(1): 15-37 (1998) | |