Marco Gori

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Marco MagginiProfessor of Computer Science, University of SienaVerified email at unisi.it
Michelangelo DiligentiUniversity of SienaVerified email at diism.unisi.it
Paolo FrasconiProfessor of Computer Science, Università di FirenzeVerified email at dsi.unifi.it
Stefano MelacciAssociate Professor, University of Siena, ItalyVerified email at diism.unisi.it
Ah Chung TsoiEmeritus Professor, University of WollongongVerified email at uow.edu.au
Monica BianchiniAssociate Professor of Computer Science, University of SienaVerified email at dii.unisi.it
Dr. Markus HagenbuchnerAssociate Professor, University of WollongongVerified email at uow.edu.au
Alessandro BettiUniversity of SienaVerified email at unisi.it
Alessandro SperdutiUniversity of PadovaVerified email at math.unipd.it
Giuseppe MarraKU LeuvenVerified email at kuleuven.be
C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Alberto TesiProfessor of Control Systems, University of FlorenceVerified email at unifi.it
Giorgio GneccoAssociate Professor (with 4 Full Professor Qualifications)Verified email at imtlucca.it
Marcello SanguinetiDIBRIS - Universita' di GenovaVerified email at unige.it
Enrico FrancesconiResearch Director, IGSG-CNRVerified email at igsg.cnr.it
Veljko MilutinovicUniversity of Belgrade in SerbiaVerified email at etf.rs
Giovanni AdorniProfessore di Sistemi di Elab. dell'Informazione, Università di GenovaVerified email at unige.it
Milos KovacevicProfessor of Informatics, University of BelgradeVerified email at grf.bg.ac.rs
Dario ZancaHead of Applied Machine Learning Group @ MaD Lab, Friedrich-Alexander-Universität Erlangen-NürnbergVerified email at fau.de
Artur d'Avila GarcezProfessor of Computer Science. City, University of LondonVerified email at city.ac.uk

Marco Gori

Professor of Computer Science, University of Siena

Verified email at dii.unisi.it - Homepage

Artificial Intelligence Machine Learning Pattern Recognition Web mining


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The graph neural network model F Scarselli, M Gori, AC Tsoi, M Hagenbuchner, G Monfardini IEEE transactions on neural networks 20 (1), 61-80, 2008	5540	2008
A new model for learning in graph domains M Gori, G Monfardini, F Scarselli Neural Networks, 2005. IJCNN'05. Proceedings. 2005 IEEE International Joint …, 2005	1650	2005
Focused crawling using context graphs M Diligenti, F Coetzee, S Lawrence, CL Giles, M Gori Proceedings of the 26th international conference on very large data bases …, 2000	984	2000
On the problem of local minima in backpropagation M Gori, A Tesi IEEE Transactions on Pattern Analysis and Machine Intelligence 14 (1), 76-86, 1992	852	1992
Inside pagerank M Bianchini, M Gori, F Scarselli ACM Transactions on Internet Technology (TOIT) 5 (1), 92-128, 2005	645	2005
A general framework for adaptive processing of data structures P Frasconi, M Gori, A Sperduti IEEE transactions on Neural Networks 9 (5), 768-786, 1998	590	1998
Mapping the human genetic architecture of COVID-19 Writing group Writing group leaders Pathak Gita A. 6 Andrews Shea J. 7 Kanai ... Nature 600 (7889), 472-477, 2021	481	2021
Learning without local minima in radial basis function networks M Bianchini, P Frasconi, M Gori IEEE transactions on neural networks 6 (3), 749-756, 1995	387	1995
Itemrank: A random-walk based scoring algorithm for recommender engines M Gori, A Pucci Proceedings of the 20th international joint conference on Artifical …, 2007	382	2007
Research paper recommender systems: A random-walk based approach M Gori, A Pucci 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main …, 2006	368	2006
A survey of hybrid ANN/HMM models for automatic speech recognition E Trentin, M Gori Neurocomputing 37 (1-4), 91-126, 2001	283	2001
Local feedback multilayered networks P Frasconi, M Gori, G Soda Neural Computation 4 (1), 120-130, 1992	276	1992
Artificial neural networks for document analysis and recognition S Marinai, M Gori, G Soda IEEE Transactions on pattern analysis and machine intelligence 27 (1), 23-35, 2005	252	2005
Neural-symbolic computing: An effective methodology for principled integration of machine learning and reasoning AA Garcez, M Gori, LC Lamb, L Serafini, M Spranger, SN Tran arXiv preprint arXiv:1905.06088, 2019	217	2019
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	209	2005
Computational capabilities of graph neural networks F Scarselli, M Gori, AC Tsoi, M Hagenbuchner, G Monfardini IEEE Transactions on Neural Networks 20 (1), 81-102, 2008	204	2008
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification M Kovacevic, M Diligenti, M Gori, V Milutinovic Data Mining, 2002. ICDM 2002. Proceedings. 2002 IEEE International …, 2002	183	2002
A neural network-based model for paper currency recognition and verification A Frosini, M Gori, P Priami IEEE transactions on neural networks 7 (6), 1482-1490, 1996	162	1996
Hidden tree Markov models for document image classification M Diligenti, P Frasconi, M Gori IEEE Transactions on pattern analysis and machine intelligence 25 (4), 519-523, 2003	151	2003
Are multilayer perceptrons adequate for pattern recognition and verification? M Gori, F Scarselli IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (11), 1121 …, 1998	151	1998

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