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Franco Scarselli
2010 – today
- 2011
[j15]Werner Uwents, Gabriele Monfardini, Hendrik Blockeel, Marco Gori, Franco Scarselli: Neural networks for relational learning: an experimental comparison. Machine Learning 82(3): 315-349 (2011)- [j14]Leonardo Rigutini, Tiziano Papini, Marco Maggini, Franco Scarselli: SortNet: Learning to Rank by a Neural Preference Function. IEEE Transactions on Neural Networks 22(9): 1368-1380 (2011)
- 2010
- [c30]Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi: Sentence Extraction by Graph Neural Networks. ICANN (3) 2010: 237-246
- [c29]Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi: Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks. ICANN (2) 2010: 372-381
- [c28]Niccoló Bandinelli, Monica Bianchini, Franco Scarselli: Learning long-term dependencies using layered graph neural networks. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [e1]Monica Bianchini, Marco Maggini, Franco Scarselli, Lakhmi C. Jain (Eds.): Innovations in Neural Information Paradigms and Applications. Studies in Computational Intelligence 247, Springer 2009, ISBN 978-3-642-04002-3
- [j13]Monica Bianchini, Franco Scarselli: Pattern recognition in graphical domains. Neurocomputing 73(1-3): 177-178 (2009)
- [j12]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)
- [j11]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)
- [c27]Shujia Zhang, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi: Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems. INEX 2009: 449-461
- [p1]Monica Bianchini, Marco Maggini, Franco Scarselli, Lakhmi C. Jain: Advances in Neural Information Processing Paradigms. Innovations in Neural Information Paradigms and Applications 2009: 1-7
- 2007
- [c26]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
- [j10]Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli: Recursive processing of cyclic graphs. IEEE Transactions on Neural Networks 17(1): 10-18 (2006)
- [j9]Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli: Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006)
- [c25]Gabriele Monfardini, Vincenzo Di Massa, Franco Scarselli, Marco Gori: Graph Neural Networks for Object Localization. ECAI 2006: 665-
- [c24]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
- [c23]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
- [c22]Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli: A Self-Organising Map Approach for Clustering of XML Documents. IJCNN 2006: 1805-1812
- [c21]Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori: Document Mining Using Graph Neural Network. INEX 2006: 458-472
- [c20]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
- 2005
- [j8]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)
- [j7]Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive neural networks learn to localize faces. Pattern Recognition Letters 26(12): 1885-1895 (2005)
- [j6]Monica Bianchini, Marco Gori, Franco Scarselli: Inside PageRank. ACM Trans. Internet Techn. 5(1): 92-128 (2005)
- [c19]Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong: A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38
- [c18]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
- [c17]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
- [c16]Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli: Recursive Neural Networks and Graphs: Dealing with Cycles. WIRN/NAIS 2005: 38-43
- [c15]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
- 2004
- [c14]Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive networks for processing graphs with labelled edges. ESANN 2004: 325-330
- [c13]Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner: Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56
- [c12]Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli: Design of a crawler with bounded bandwidth. WWW (Alternate Track Papers & Posters) 2004: 292-293
- [c11]Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner: Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383
- 2003
- [j5]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)
- [c10]Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli: BackPropagation through Cyclic Structures. AI*IA 2003: 118-129
- [c9]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi: An introduction to learning in web domains. ESANN 2003: 1-8
- [c8]Monica Bianchini, Marco Gori, Franco Scarselli: PageRank and Web Communities. Web Intelligence 2003: 365-371
- [c7]Monica Bianchini, Marco Gori, Paolo Mazzoni, Lorenzo Sarti, Franco Scarselli: Face Localization with Recursive Neural Networks. WIRN 2003: 99-105
- [c6]Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli: A Simple Focused Crawler. WWW (Posters) 2003
- [c5]Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini: Adaptive ranking of web pages. WWW 2003: 356-365
- 2001
- [j4]Monica Bianchini, Marco Gori, Franco Scarselli: Processing directed acyclic graphs with recursive neural networks. IEEE Transactions on Neural Networks 12(6): 1464-1470 (2001)
- [c4]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli: Searching the Web: learning based techniques. ESANN 2001: 257-264
- [c3]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli: Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR 2001: 849-853
- 2000
- [c2]Marco Gori, Marco Maggini, Enrico Martinelli, Franco Scarselli: Learning User Profiles in NAUTILUS. AH 2000: 323-326
- [c1]Monica Bianchini, Marco Gori, Franco Scarselli: Computational capabilities of linear recursive networks. KES 2000: 462-465
1990 – 1999
- 1998
- [j3]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)
- [j2]Marco Gori, Franco Scarselli: Are Multilayer Perceptrons Adequate for Pattern Recognition and Verification? IEEE Trans. Pattern Anal. Mach. Intell. 20(11): 1121-1132 (1998)
- [j1]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)
Coauthor Index
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last updated on 2012-12-02 22:18 CET by the dblp team