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
Dr. Markus HagenbuchnerAssociate Professor, University of WollongongVerified email at uow.edu.au
Alessandro BettiScuola IMT Alti Studi LuccaVerified email at unisi.it
Alessandro SperdutiUniversity of PadovaVerified email at math.unipd.it
Francesco GianniniScuola Normale Superiore, PisaVerified email at sns.it
C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Giuseppe MarraKU LeuvenVerified email at kuleuven.be
Alberto TesiProfessor of Control Systems, University of FlorenceVerified email at unifi.it
Giorgio GneccoFull Professor (with 4 Full Professor Qualifications), IMT LuccaVerified 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
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
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

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	9156	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	2562	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	1000	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	920	1992
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	793	2021
Inside pagerank M Bianchini, M Gori, F Scarselli ACM Transactions on Internet Technology (TOIT) 5 (1), 92-128, 2005	749	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	652	1998
Itemrank: A random-walk based scoring algorithm for recommender engines M Gori, A Pucci Proceedings of the 20th international joint conference on Artifical …, 2007	455	2007
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	395	1995
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	329	2019
A survey of hybrid ANN/HMM models for automatic speech recognition E Trentin, M Gori Neurocomputing 37 (1-4), 91-126, 2001	305	2001
Local feedback multilayered networks P Frasconi, M Gori, G Soda Neural Computation 4 (1), 120-130, 1992	283	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	281	2005
Whole-genome sequencing reveals host factors underlying critical COVID-19 A Kousathanas, E Pairo-Castineira, K Rawlik, A Stuckey, CA Odhams, ... Nature 607 (7917), 97-103, 2022	268	2022
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	268	2008
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	229	2006
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	216	2005
Graph neural networks meet neural-symbolic computing: A survey and perspective LC Lamb, A Garcez, M Gori, M Prates, P Avelar, M Vardi arXiv preprint arXiv:2003.00330, 2020	198	2020
Semantic-based regularization for learning and inference M Diligenti, M Gori, C Sacca Artificial Intelligence 244, 143-165, 2017	195	2017
Association of Toll-like receptor 7 variants with life-threatening COVID-19 disease in males: findings from a nested case-control study C Fallerini, S Daga, S Mantovani, E Benetti, N Picchiotti, D Francisci, ... elife 10, e67569, 2021	186	2021

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