Marco Maggini

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Marco GoriProfessor of Computer Science, University of SienaVerified email at dii.unisi.it
Michelangelo DiligentiUniversity of SienaVerified email at diism.unisi.it
Stefano MelacciAssociate Professor, University of Siena, ItalyVerified email at diism.unisi.it
Paolo FrasconiProfessor of Computer Science, Università di FirenzeVerified email at dsi.unifi.it
FRANCESCO GIANNINIUniversità di SienaVerified email at unisi.it
Giuseppe MarraKU LeuvenVerified email at kuleuven.be
Matteo TiezziPostdoctoral Researcher, University of SienaVerified email at diism.unisi.it
Marco LippiUniversity of Modena and Reggio EmiliaVerified email at unimore.it
C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Filippo GeraciInstitute for Informatics and TelematicsVerified email at iit.cnr.it
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)Verified email at isti.cnr.it
Marco PellegriniResearch Director at the Institute for Informatics and Telematics of CNRVerified email at iit.cnr.it
Andrea ZugariniExpert.ai, University of SienaVerified email at unifi.it
Ah Chung TsoiEmeritus Professor, University of WollongongVerified email at uow.edu.au
Dr. Markus HagenbuchnerAssociate Professor, University of WollongongVerified email at uow.edu.au
Gabriele CiravegnaPostDoc, Inria, Université Côte D'AzurVerified email at inria.fr
Mauro BarniProfessor, University of SienaVerified email at dii.unisi.it
Benedetta TondiDepartment of Information Engineering of the University of SienaVerified email at unisi.it
Bing LiuDistinguished Professor, University of Illinois at ChicagoVerified email at uic.edu
Alessandro RossiData Scientist, GlaxoSmithKline VaccinesVerified email at unisi.it

Marco Maggini

Professor of Computer Science, University of Siena

Verified email at unisi.it - Homepage

Artificial Intelligence Machine Learning


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Exact and approximate graph matching using random walks M Gori, M Maggini, L Sarti IEEE transactions on pattern analysis and machine intelligence 27 (7), 1100-1111, 2005	210	2005
Aligned and non-aligned double JPEG detection using convolutional neural networks M Barni, L Bondi, N Bonettini, P Bestagini, A Costanzo, M Maggini, ... Journal of Visual Communication and Image Representation 49, 153-163, 2017	201	2017
Representation of finite state automata in recurrent radial basis function networks P Frasconi, M Gori, M Maggini, G Soda Machine Learning 23, 5-32, 1996	141	1996
Unified integration of explicit knowledge and learning by example in recurrent networks P Frasconi, M Gori, M Maggini, G Soda IEEE Transactions on Knowledge and Data Engineering 7 (2), 340-346, 1995	132	1995
An EM based training algorithm for cross-language text categorization L Rigutini, M Maggini, B Liu The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005	121	2005
Graph neural networks for ranking web pages F Scarselli, SL Yong, M Gori, M Hagenbuchner, AC Tsoi, M Maggini The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005	119	2005
A unified probabilistic framework for web page scoring systems M Diligenti, M Gori, M Maggini IEEE Transactions on knowledge and data engineering 16 (1), 4-16, 2004	106	2004
Web page scoring systems for horizontal and vertical search M Diligenti, M Gori, M Maggini Proceedings of the 11th international conference on World Wide Web, 508-516, 2002	91	2002
EEG signal processing in anaesthesia. Use of a neural network technique for monitoring depth of anaesthesia O Ortolani, A Conti, A Di Filippo, C Adembri, E Moraldi, A Evangelisti, ... British journal of anaesthesia 88 (5), 644-648, 2002	89	2002
Cluster generation and cluster labelling for web snippets F Geraci, M Pellegrini, M Maggini, F Sebastiani Lecture notes in computer science 4209, 25, 2006	84	2006
On the problem of local minima in recurrent neural networks M Bianchini, M Gori, M Maggini IEEE Transactions on Neural Networks 5 (2), 167-177, 1994	78	1994
Optimal convergence of on-line backpropagation M Gori, M Maggini IEEE transactions on neural networks 7 (1), 251-254, 1996	77	1996
Adaptive ranking of web pages AC Tsoi, G Morini, F Scarselli, M Hagenbuchner, M Maggini Proceedings of the 12th international conference on World Wide Web, 356-365, 2003	73	2003
Bridging logic and kernel machines M Diligenti, M Gori, M Maggini, L Rigutini Machine learning 86, 57-88, 2012	67	2012
SortNet: Learning to rank by a neural preference function L Rigutini, T Papini, M Maggini, F Scarselli IEEE transactions on neural networks 22 (9), 1368-1380, 2011	63	2011
Recursive neural networks for processing graphs with labelled edges: Theory and applications M Bianchini, M Maggini, L Sarti, F Scarselli Neural Networks 18 (8), 1040-1050, 2005	58	2005
Similarity learning for graph-based image representations C de Mauro, M Diligenti, M Gori, M Maggini Pattern Recognition Letters 24 (8), 1115-1122, 2003	57	2003
An unified approach for integrating explicit knowledge and learning by example in recurrent networks P Frasconi, M Gori, M Maggini, G Soda IJCNN-91-Seattle International Joint Conference on Neural Networks 1, 811-816, 1991	55	1991
Learning Web Page Scores by Error Back-Propagation. M Diligenti, M Gori, M Maggini IJCAI, 684-689, 2005	47	2005
A comparison between recursive neural networks and graph neural networks V Di Massa, G Monfardini, L Sarti, F Scarselli, M Maggini, M Gori The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006	45	2006

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