Per Year

14 publications with IRIS ID  /  2022  /  Andrea Omicini
@incollection{kill-woa2022,
   author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/MagniniCO22},
   editor = {Ferrando, Angelo and Mascardi, Viviana},
   iris = {11585/899373},
   issn = {1613-0073},
   keywords = {symbolic knowledge injection; AI; ML; neural networks; KILL; PSyKI},
   month = nov,
   numpages = 16,
   pages = {61--76},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {514437633827732665},
   scopus = {2-s2.0-85142481549},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {A view to a {KILL}: Knowledge Injection via Lambda Layer},
   url = {http://ceur-ws.org/Vol-3261/paper5.pdf},
   urlopenaccess = {http://ceur-ws.org/Vol-3261/paper5.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3261/paper5.pdf},
   volume = 3261,
   year = 2022
}
@proceedings{proceedings-cilc2022,
   address = {Bologna, Italy},
   dblp = {conf/cilc/2022},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
   iris = {11585/899538},
   issn = {1613-0073},
   note = {37th Italian Conference on Computational Logic (CILC 2022), Bologna, Italy, 29~} # jun # {--1~} # jul # {~2022. Proceedings},
   numpages = 3,
   publisher = {CEUR-WS},
   scholar = {2685358200094686924},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = { {CILC 2022} -- {I}talian {C}onference on {C}omputational {L}ogic },
   url = {http://ceur-ws.org/Vol-3204/},
   volume = 3204,
   year = 2022
}
@article{woa2021editorial-ia16,
   author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
   dblp = {journals/ia/CalegariCOV22},
   doi = {10.3233/IA-220141},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
   eissn = {2211-0097},
   iris = {11585/890645},
   issn = {1724-8035},
   journal = {Intelligenza Artificiale},
   month = jul,
   note = {Editorial},
   number = 1,
   numpages = 3,
   pages = {3--5},
   publisher = {IOS Press},
   scholar = {6709418487090647027},
   scopus = {2-s2.0-85134154125},
   title = {Special Issue for the 22nd {W}orkshop ``{F}rom {O}bjects to {A}gents'' ({WOA} 2021)},
   url = {https://content.iospress.com/articles/intelligenza-artificiale/ia220141},
   urlopenaccess = {https://content.iospress.com/download/intelligenza-artificiale/ia220141?id=intelligenza-artificiale/ia220141},
   volume = 16,
   wos = {WOS:000825367300001},
   year = 2022
}
@article{psyke-ia16,
   author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
   dblp = {journals/ia/SabbatiniCCO22},
   doi = {10.3233/IA-210120},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
   eissn = {2211-0097},
   iris = {11585/890822},
   issn = {1724-8035},
   journal = {Intelligenza Artificiale},
   keywords = {Explainable AI, knowledge extraction, interpretable prediction, PSyKE},
   month = jul,
   number = 1,
   numpages = 22,
   pages = {27--48},
   publisher = {IOS Press},
   scholar = {7559675640918015038},
   scopus = {2-s2.0-85134193338},
   title = {Symbolic knowledge extraction from opaque {ML} predictors in {PSyKE}: Platform design \& experiments},
   url = {https://content.iospress.com/articles/intelligenza-artificiale/ia220141},
   volume = 16,
   wos = {WOS:000825367300003},
   year = 2022
}
@inproceedings{kins-cilc2022,
   author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {CILC 2022 -- Italian Conference on Computational Logic},
   dblp = {conf/cilc/MagniniCO22},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
   iris = {11585/899494},
   issn = {1613-0073},
   keywords = {neural network; explainable AI; symbolic knowledge injection; KINS; PSyKI},
   location = {Bologna, Italy},
   numpages = 14,
   pages = {254--267},
   publisher = {CEUR-WS},
   scholar = {10469078385425944401},
   scopus = {2-s2.0-85138240764},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {{KINS}: Knowledge Injection via Network Structuring},
   url = {http://ceur-ws.org/Vol-3204/paper_25.pdf},
   urlopenaccess = {http://ceur-ws.org/Vol-3204/paper_25.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3204/paper_25.pdf},
   volume = 3204,
   year = 2022
}
@inproceedings{preface-cilc2022,
   author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {CILC 2022 -- Italian Conference on Computational Logic},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
   iris = {11585/899481},
   issn = {1613-0073},
   keywords = {neural network; explainable AI; symbolic knowledge injection; KINS; PSyKI},
   location = {Bologna, Italy},
   numpages = 2,
   pages = {i--ii},
   publisher = {CEUR-WS},
   scholar = {3420577376460146552},
   scopus = {2-s2.0-85138309193},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {Preface -- {P}roceedings of the 37th {I}talian {C}onference on {C}omputational {L}ogic ({CILC 2022})},
   url = {http://ceur-ws.org/Vol-3204/xpreface.pdf},
   urlopenaccess = {http://ceur-ws.org/Vol-3204/xpreface.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3204/xpreface.pdf},
   volume = 3204,
   year = 2022
}
@incollection{skiqs-woa2022,
   author = {Agiollo, Andrea and Rafanelli, Andrea and Omicini, Andrea},
   booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/AgiolloRO22},
   editor = {Ferrando, Angelo and Mascardi, Viviana},
   iris = {11585/899383},
   issn = {1613-0073},
   keywords = {symbolic knowledge injection, quality of service, efficiency, understandability, robustness},
   month = nov,
   numpages = 18,
   pages = {30--47},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {5478874943780106057},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
   url = {http://ceur-ws.org/Vol-3261/paper3.pdf},
   urlopenaccess = {http://ceur-ws.org/Vol-3261/paper3.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3261/paper3.pdf},
   volume = 3261,
   year = 2022
}
@article{arg2p-jlc32,
   author = {Calegari, Roberta and Pisano, Giuseppe and Omicini, Andrea and Sartor, Giovanni},
   dblp = {journals/logcom/CalegariOPS22},
   doi = {10.1093/logcom/exab089},
   editors = {Calimeri, Francesco and Perri, Simona and Zumpano. Ester},
   iris = {11585/877812},
   issn = {0955-792X},
   journal = {Journal of Logic and Computation},
   keywords = {Arg2P, intelligent systems engineering, explainable intelligent systems, logic-based technology, argumentation, defeasible reasoning, multi-agent systems},
   month = mar,
   note = {{S}pecial {I}ssue from the 35th Italian Conference on Computational Logic ({CILC} 2020)},
   number = 2,
   pages = {369--401},
   publisher = {Oxford University Press},
   scholar = {7687317421217944977},
   scopus = {2-s2.0-85126283334},
   title = {{Arg\textsf{2}P}: An argumentation framework for explainable intelligent systems},
   url = {https://academic.oup.com/logcom/article-abstract/32/2/369/6513341},
   volume = 32,
   wos = {000762067600009},
   year = 2022
}
@incollection{burdenofpersuasion-aixia2021,
   address = {Cham},
   author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
   booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
   dblp = {conf/aiia/PisanoCOS21},
   doi = {10.1007/978-3-031-08421-8_8},
   editor = {Bandini, Stefania and Gasparini, Francesca and Mascardi, Viviana and Palmonari, Matteo and Vizzari, Giuseppe},
   iris = {11585/893244},
   isbn = {978-3-031-08421-8},
   keywords = {Burdens of persuasion · Argumentation · Meta-argumentation},
   location = {Milan, Italy},
   month = jul,
   pages = {104--119},
   publisher = {Springer International Publishing},
   scholar = {17799901578643288638},
   scopus = {2-s2.0-85135015182},
   series = {Lecture Notes in Computer Science},
   subseries = {AI*IA Series},
   title = {Burden of Persuasion in Meta-argumentation},
   url = {http://link.springer.com/10.1007/978-3-031-08421-8_8},
   urlopenaccess = {https://cris.unibo.it/retrieve/005890bb-146a-4ab9-9b0b-63a7032c6e9d/AIxIA2021-METABP.pdf},
   urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-08421-8_8.pdf},
   volume = 13196,
   wos = {WOS:000876859300008},
   year = 2022
}
@inproceedings{gnn2gnn-uai2022,
   author = {Agiollo, Andrea and Omicini, Andrea},
   booktitle = {Uncertainty in Artificial Intelligence},
   dblp = {conf/uai/AgiolloO22},
   editor = {Cussens, James and Zhang, Kun},
   iris = {11585/899465},
   issn = {2640-3498},
   month = aug,
   note = {Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands},
   pages = {32--42},
   publisher = {ML Research Press},
   scholar = {3643983533846865361},
   series = {Proceedings of Machine Learning Research},
   title = {{GNN2GNN}: Graph Neural Networks to Generate Neural Networks},
   url = {https://proceedings.mlr.press/v180/agiollo22a.html},
   urlopenaccess = {https://proceedings.mlr.press/v180/agiollo22a/agiollo22a.pdf},
   volume = 180,
   year = 2022
}
@article{woa2021specialissue-ia16,
   author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
   eissn = {2211-0097},
   iris = {11585/890644},
   issn = {1724-8035},
   journal = {Intelligenza Artificiale},
   month = jul,
   note = {Special Issue},
   number = 1,
   publisher = {IOS Press},
   scholar = {14076350362719309270},
   title = {Selected papers from the 22nd {W}orkshop ``{F}rom {O}bjects to {A}gents'' ({WOA} 2021)},
   url = {https://content.iospress.com/articles/intelligenza-artificiale/ia161s1},
   urlopenaccess = {https://content.iospress.com/download/intelligenza-artificiale/ia161s1?id=intelligenza-artificiale%2Fia161s1},
   volume = 16,
   year = 2022
}
@incollection{swpsyke-extraamas2022,
   author = {Sabbatini, Federico and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
   chapter = 8,
   dblp = {conf/atal/SabbatiniCO22},
   doi = {10.1007/978-3-031-15565-9_8},
   editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
   iris = {11585/899474},
   isbn = {978-3-031-15564-2},
   keywords = {Symbolic Knowledge Injection, Explainable AI, XAI, Neural Networks, PSyKI},
   numpages = 19,
   pages = {124--142},
   publisher = {Springer},
   scholar = {11339767386934277898},
   scopus = {2-s2.0-85140488560},
   series = {Lecture Notes in Computer Science},
   subtitle = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9–10, 2022, Revised Selected Papers},
   title = {Semantic Web-Based Interoperability for Intelligent Agents with {PSyKE}},
   url = {http://link.springer.com/10.1007/978-3-031-15565-9_8},
   urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-15565-9_8.pdf},
   volume = 13283,
   wos = {WOS:000870042100008},
   year = 2022
}
@incollection{hypercube-woa2022,
   author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
   booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/SabbatiniCCO22},
   editor = {Ferrando, Angelo and Mascardi, Viviana},
   iris = {11585/899358},
   issn = {1613-0073},
   keywords = {Explainable AI; Knowledge extraction; Interpretable prediction; PSyKE},
   month = nov,
   numpages = 13,
   pages = {48--60},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {8614662013642803891},
   scopus = {2-s2.0-85142519111},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model},
   url = {http://ceur-ws.org/Vol-3261/paper4.pdf},
   urlopenaccess = {http://ceur-ws.org/Vol-3261/paper4.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3261/paper4.pdf},
   volume = 3261,
   year = 2022
}
@incollection{psyki-extraamas2022,
   author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
   chapter = 6,
   dblp = {conf/atal/MagniniCO22},
   doi = {10.1007/978-3-031-15565-9_6},
   editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
   eisbn = {978-3-031-15565-9},
   eissn = {1611-3349},
   iris = {11585/899511},
   isbn = {978-3-031-15564-2},
   issn = {0302-9743},
   keywords = {Symbolic Knowledge Injection, Explainable AI, XAI, Neural Networks, PSyKI},
   note = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9--10, 2022, Revised Selected Papers},
   pages = {90--108},
   publisher = {Springer},
   scholar = {7587528289517313138},
   scopus = {2-s2.0-85138317005},
   series = {Lecture Notes in Computer Science},
   title = {On the Design of {PSyKI}: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors},
   url = {https://link.springer.com/chapter/10.1007/978-3-031-15565-9_6},
   urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-15565-9_6.pdf},
   volume = 13283,
   wos = {WOS:000870042100006},
   year = 2022
}
14 publications in 2022 with IRIS ID • topindexbottom