Nicola Di Mauro

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Floriana EspositoProfessore di Informatica, Università degli Studi "Aldo Moro" Bari ItalyVerified email at uniba.it
Teresa Maria Altomare BasileRicercatore, Università degli Studi di BariVerified email at uniba.it
Stefano FerilliProfessor of Computer Science, University of Bari (Italy)Verified email at di.uniba.it
Antonio VergariReader (Associate Professor), University of Edinburgh, UKVerified email at ed.ac.uk
Marenglen BibaProfessor of Computer Science, University of New York TiranaVerified email at unyt.edu.al
Nicola FanizziLACAM - Dipartimento di Informatica - Università degli studi di Bari "Aldo Moro"Verified email at uniba.it
Giovanni SemeraroComputer Science, head of the SWAP 'Antonio Bello' research group, University of Bari Aldo MoroVerified email at uniba.it
Donato MalerbaProfessor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", ItalyVerified email at uniba.it
Annalisa AppiceResearcher of Computer Science, University of Bari Aldo MoroVerified email at di.uniba.it
Robert PeharzAssistant Professor of AI, TU GrazVerified email at tugraz.at
Kristian KerstingProfessor of AI & ML, Technical University of Darmstadt, Co-Director hessian.ai, DFKI, CAIRNE, ELLISVerified email at cs.tu-darmstadt.de
Fabrizio RiguzziFull Professor of Computer Science, University of FerraraVerified email at unife.it
Alejandro MolinaAmazonVerified email at amazon.com
Giuseppina AndresiniUniversità degli studi di Bari Aldo MoroVerified email at uniba.it
Sriraam NatarajanUniversity of Texas at DallasVerified email at utdallas.edu
Pasquale LopsFull Professor - University of Bari Aldo MoroVerified email at di.uniba.it
Fabrizio VentolaTU DarmstadtVerified email at cs.tu-darmstadt.de
Michelangelo CeciUniversity of Bari "A. Moro"Verified email at di.uniba.it
Oriana LicchelliHead of Management and Corporate Environment Department at ESSCA Business SchoolVerified email at essca.fr
Elena BellodiAssociate Professor, University of Ferrara (Dept. of Engineering)Verified email at unife.it

Nicola Di Mauro

Associate Professor of Computer Science, University of Bari

Verified email at uniba.it - Homepage

Artificial Intelligence Machine Learning


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Mixed sum-product networks: A deep architecture for hybrid domains A Molina, A Vergari, N Di Mauro, S Natarajan, F Esposito, K Kersting Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	136	2018
Multi-channel deep feature learning for intrusion detection G Andresini, A Appice, N Di Mauro, C Loglisci, D Malerba IEEE Access 8, 53346-53359, 2020	127	2020
Simplifying, regularizing and strengthening sum-product network structure learning A Vergari, N Di Mauro, F Esposito Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015	126	2015
Machine learning methods for automatically processing historical documents: From paper acquisition to XML transformation F Esposito, D Malerba, G Semeraro, S Ferilli, O Altamura, TMA Basile, ... First International Workshop on Document Image Analysis for Libraries, 2004 …, 2004	89	2004
Activity prediction of business process instances with inception CNN models N Di Mauro, A Appice, TMA Basile AI* IA 2019–Advances in Artificial Intelligence: XVIIIth International …, 2019	82	2019
Spflow: An easy and extensible library for deep probabilistic learning using sum-product networks A Molina, A Vergari, K Stelzner, R Peharz, P Subramani, N Di Mauro, ... arXiv preprint arXiv:1901.03704, 2019	65	2019
Unsupervised Discretization Using Kernel Density Estimation. M Biba, F Esposito, S Ferilli, N Di Mauro, TMA Basile IJCAI 7, 696-701, 2007	62	2007
Machine learning for digital document processing: from layout analysis to metadata extraction F Esposito, S Ferilli, TMA Basile, N Di Mauro Machine learning in document analysis and recognition, 105-138, 2008	58	2008
Exploiting the auto-encoder residual error for intrusion detection G Andresini, A Appice, N Di Mauro, C Loglisci, D Malerba 2019 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2019	52	2019
Visualizing and understanding sum-product networks A Vergari, N Di Mauro, F Esposito Machine Learning 108, 551-573, 2019	51	2019
Grape: An expert review assignment component for scientific conference management systems N Di Mauro, TMA Basile, S Ferilli International conference on industrial, engineering and other applications …, 2005	51	2005
Coalition structure generation with grasp N Di Mauro, TMA Basile, S Ferilli, F Esposito International Conference on Artificial Intelligence: Methodology, Systems …, 2010	47	2010
A general similarity framework for horn clause logic S Ferilli, TMA Basile, M Biba, N Di Mauro, F Esposito Fundamenta Informaticae 90 (1-2), 43-66, 2009	44	2009
Multi-dimensional relational sequence mining F Esposito, N Di Mauro, T Basile, S Ferilli Fundamenta Informaticae 89 (1), 23-43, 2008	43	2008
Automatic topics identification for reviewer assignment S Ferilli, N Di Mauro, TMA Basile, F Esposito, M Biba Advances in Applied Artificial Intelligence: 19th International Conference …, 2006	42	2006
Incremental multistrategy learning for document processing F Esposito, S Ferilli, N Fanizzi, TMA Basile, N Di Mauro Applied Artificial Intelligence 17 (8-9), 859-883, 2003	41	2003
Applying the information bottleneck to statistical relational learning F Riguzzi, N Di Mauro Machine Learning 86, 89-114, 2012	40	2012
End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification. N Di Mauro, A Vergari, TMA Basile, FG Ventola, F Esposito DC@ PKDD/ECML, 2017	35	2017
Machine learning approaches for inducing student models O Licchelli, TMA Basile, N Di Mauro, F Esposito, G Semeraro, S Ferilli Innovations in Applied Artificial Intelligence: 17th International …, 2004	34	2004
Efficient theta-subsumption under object identity S Ferilli, N Fanizzi, N Di Mauro, TMA Basile AI* IA Workshop su Apprendimento Automatico: Metodi e Applicazioni dell …, 2002	33	2002

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