Publications

@inproceedings{DBLP:conf/aiia/MarraZBG19,

title = {Learning Activation Functions by Means of Kernel Based Neural Networks},

author = {Giuseppe Marra and Dario Zanca and Alessandro Betti and Marco Gori},

editor = {Mario Alviano and Gianluigi Greco and Francesco Scarcello},

url = {https://doi.org/10.1007/978-3-030-35166-3_30},

doi = {10.1007/978-3-030-35166-3_30},

year  = {2019},

date = {2019-01-01},

booktitle = {AI*IA 2019 - Advances in Artificial Intelligence - XVIIIth International 

 Conference of the Italian Association for Artificial Intelligence, 

 Rende, Italy, November 19-22, 2019, Proceedings},

volume = {11946},

pages = {418\textendash430},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icann/MarraGDG19,

title = {Constraint-Based Visual Generation},

author = {Giuseppe Marra and Francesco Giannini and Michelangelo Diligenti and Marco Gori},

editor = {Igor V. Tetko and Vera Kurkov\'{a} and Pavel Karpov and Fabian J. Theis},

url = {https://doi.org/10.1007/978-3-030-30508-6_45},

doi = {10.1007/978-3-030-30508-6_45},

year  = {2019},

date = {2019-01-01},

booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2019: Image 

 Processing - 28th International Conference on Artificial Neural Networks, 

 Munich, Germany, September 17-19, 2019, Proceedings, Part III},

volume = {11729},

pages = {565\textendash577},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ilp/GianniniMDMG19,

title = {On the Relation Between Loss Functions and T-Norms},

author = {Francesco Giannini and Giuseppe Marra and Michelangelo Diligenti and Marco Maggini and Marco Gori},

editor = {Dimitar Kazakov and Can Erten},

url = {https://doi.org/10.1007/978-3-030-49210-6_4},

doi = {10.1007/978-3-030-49210-6_4},

year  = {2019},

date = {2019-01-01},

booktitle = {Inductive Logic Programming - 29th International Conference, ILP 

 2019, Plovdiv, Bulgaria, September 3-5, 2019, Proceedings},

volume = {11770},

pages = {36\textendash45},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pkdd/MarraGDG19,

title = {LYRICS: A General Interface Layer to Integrate Logic Inference 

 and Deep Learning},

author = {Giuseppe Marra and Francesco Giannini and Michelangelo Diligenti and Marco Gori},

editor = {Ulf Brefeld and \'{E}lisa Fromont and Andreas Hotho and Arno J. Knobbe and Marloes H. Maathuis and C\'{e}line Robardet},

url = {https://doi.org/10.1007/978-3-030-46147-8_17},

doi = {10.1007/978-3-030-46147-8_17},

year  = {2019},

date = {2019-01-01},

booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, 

 ECML PKDD 2019, W\"{u}rzburg, Germany, September 16-20, 2019, 

 Proceedings, Part II},

volume = {11907},

pages = {283\textendash298},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pkdd/MarraGDG19a,

title = {Integrating Learning and Reasoning with Deep Logic Models},

author = {Giuseppe Marra and Francesco Giannini and Michelangelo Diligenti and Marco Gori},

editor = {Ulf Brefeld and \'{E}lisa Fromont and Andreas Hotho and Arno J. Knobbe and Marloes H. Maathuis and C\'{e}line Robardet},

url = {https://doi.org/10.1007/978-3-030-46147-8_31},

doi = {10.1007/978-3-030-46147-8_31},

year  = {2019},

date = {2019-01-01},

booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, 

 ECML PKDD 2019, W\"{u}rzburg, Germany, September 16-20, 2019, 

 Proceedings, Part II},

volume = {11907},

pages = {517\textendash532},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icann/MarraZMM18,

title = {An Unsupervised Character-Aware Neural Approach to Word and Context 

 Representation Learning},

author = {Giuseppe Marra and Andrea Zugarini and Stefano Melacci and Marco Maggini},

editor = {Vera Kurkov\'{a} and Yannis Manolopoulos and Barbara Hammer and Lazaros S. Iliadis and Ilias Maglogiannis},

url = {https://doi.org/10.1007/978-3-030-01424-7_13},

doi = {10.1007/978-3-030-01424-7_13},

year  = {2018},

date = {2018-01-01},

booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th 

 International Conference on Artificial Neural Networks, Rhodes, Greece, 

 October 4-7, 2018, Proceedings, Part III},

volume = {11141},

pages = {126\textendash136},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/sitis/BettiGM18,

title = {A Constrained-Based Approach to Machine Learning},

author = {Alessandro Betti and Marco Gori and Giuseppe Marra},

editor = {Gabriella Sanniti Baja and Luigi Gallo and Kokou Y\'{e}tongnon and Albert Dipanda and Modesto Castrill\'{o}n Santana and Richard Chbeir},

url = {https://doi.org/10.1109/SITIS.2018.00118},

doi = {10.1109/SITIS.2018.00118},

year  = {2018},

date = {2018-01-01},

booktitle = {14th International Conference on Signal-Image Technology \& Internet-Based 

 Systems, SITIS 2018, Las Palmas de Gran Canaria, Spain, November 

 26-29, 2018},

pages = {737\textendash746},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/jelia/MarraRTU14,

title = {Exploiting Answer Set Programming for Handling Information Diffusion 

 in a Multi-Social-Network Scenario},

author = {Giuseppe Marra and Francesco Ricca and Giorgio Terracina and Domenico Ursino},

editor = {Eduardo Ferm\'{e} and Jo\~{a}o Leite},

url = {https://doi.org/10.1007/978-3-319-11558-0_45},

doi = {10.1007/978-3-319-11558-0_45},

year  = {2014},

date = {2014-01-01},

booktitle = {Logics in Artificial Intelligence - 14th European Conference, JELIA 

 2014, Funchal, Madeira, Portugal, September 24-26, 2014. Proceedings},

volume = {8761},

pages = {618\textendash627},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/otm/LeggioMU14,

title = {Defining and Investigating the Scope of Users and Hashtags in Twitter 

 - (Short Paper)},

author = {Daniel Leggio and Giuseppe Marra and Domenico Ursino},

editor = {Robert Meersman and Herv\'{e} Panetto and Tharam S. Dillon and Michele Missikoff and Lin Liu and Oscar Pastor and Alfredo Cuzzocrea and Timos K. Sellis},

url = {https://doi.org/10.1007/978-3-662-45563-0_41},

doi = {10.1007/978-3-662-45563-0_41},

year  = {2014},

date = {2014-01-01},

booktitle = {On the Move to Meaningful Internet Systems: OTM 2014 Conferences 

 - Confederated International Conferences: CoopIS, and ODBASE 2014, 

 Amantea, Italy, October 27-31, 2014, Proceedings},

volume = {8841},

pages = {674\textendash681},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/rr/MarraNRTU14,

title = {Investigating Information Diffusion in a Multi-Social-Network Scenario 

 via Answer Set Programming},

author = {Giuseppe Marra and Antonino Nocera and Francesco Ricca and Giorgio Terracina and Domenico Ursino},

editor = {Roman Kontchakov and Marie-Laure Mugnier},

url = {https://doi.org/10.1007/978-3-319-11113-1_15},

doi = {10.1007/978-3-319-11113-1_15},

year  = {2014},

date = {2014-01-01},

booktitle = {Web Reasoning and Rule Systems - 8th International Conference, RR 

 2014, Athens, Greece, September 15-17, 2014. Proceedings},

volume = {8741},

pages = {191\textendash196},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/sebd/MarraNRTU14,

title = {Investigating Node Influence Maximization and Influential Node Characterization 

 in a Multi-Social-Network Scenario via Disjunctive Logic Programming},

author = {Giuseppe Marra and Antonino Nocera and Francesco Ricca and Giorgio Terracina and Domenico Ursino},

editor = {Sergio Greco and Antonio Picariello},

year  = {2014},

date = {2014-01-01},

booktitle = {22nd Italian Symposium on Advanced Database Systems, SEBD 2014, 

 Sorrento Coast, Italy, June 16-18, 2014},

pages = {264\textendash275},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}