@incollection{kill-woa2022,
apice = {KillWoa2022},
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},
semanticscholar = {253270036},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {A view to a {KILL}: Knowledge Injection via Lambda Layer},
url = {https://ceur-ws.org/Vol-3261/paper5.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3261/paper5.pdf},
urlpdf = {https://ceur-ws.org/Vol-3261/paper5.pdf},
volume = 3261,
wos = {WOS:001788658400005},
year = 2022
}@proceedings{proceedings-cilc2022,
address = {Bologna, Italy},
apice = {ProceedingsCilc2022},
dblp = {conf/cilc/2022},
editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
iris = {11585/899538},
issn = {1613-0073},
location = {Bologna, Italy},
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,
apice = {Woa2021EditorialIa16},
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},
lens = {038-883-090-948-170},
month = jul,
note = {Editorial},
number = 1,
numpages = 3,
openalex = {W4284966207},
pages = {3--5},
publisher = {IOS Press},
scholar = {6709418487090647027},
scopus = {2-s2.0-85134154125},
semanticscholar = {250399907},
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},
urlpdf = {https://journals.sagepub.com/doi/pdf/10.3233/IA-220141},
volume = 16,
wos = {WOS:000825367300001},
year = 2022
}@article{psyke-ia16,
apice = {PsykeIa16},
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},
lens = {106-894-542-499-045},
month = jul,
number = 1,
numpages = 22,
openalex = {W4284967716},
pages = {27--48},
publisher = {IOS Press},
scholar = {7559675640918015038},
scopus = {2-s2.0-85134193338},
semanticscholar = {250400188},
title = {Symbolic knowledge extraction from opaque {ML} predictors in {PSyKE}: Platform design \& experiments},
url = {https://content.iospress.com/articles/intelligenza-artificiale/ia210120},
urlpdf = {https://journals.sagepub.com/doi/pdf/10.3233/IA-210120},
volume = 16,
wos = {WOS:000825367300003},
year = 2022
}@inproceedings{kins-cilc2022,
apice = {KinsCilc2022},
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 = {https://ceur-ws.org/Vol-3204/paper_25.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3204/paper_25.pdf},
urlpdf = {https://ceur-ws.org/Vol-3204/paper_25.pdf},
volume = 3204,
wos = {WOS:001798558900019},
year = 2022
}@inproceedings{preface-cilc2022,
apice = {PrefaceCilc2022},
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},
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 = {https://ceur-ws.org/Vol-3204/xpreface.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3204/xpreface.pdf},
urlpdf = {https://ceur-ws.org/Vol-3204/xpreface.pdf},
volume = 3204,
year = 2022
}@incollection{skiqs-woa2022,
apice = {SkiqosWoa2022},
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},
scopus = {2-s2.0-85142522311},
semanticscholar = {253270240},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
url = {https://ceur-ws.org/Vol-3261/paper3.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3261/paper3.pdf},
urlpdf = {https://ceur-ws.org/Vol-3261/paper3.pdf},
volume = 3261,
wos = {WOS:001788658400003},
year = 2022
}@article{arg2p-jlc32,
apice = {Arg2pJlc32},
author = {Calegari, Roberta and Pisano, Giuseppe and Omicini, Andrea and Sartor, Giovanni},
dblp = {journals/logcom/CalegariOPS22},
doi = {10.1093/logcom/exab089},
editor = {Francesco Calimeri and Simona Perri and Ester Zumpano},
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},
lens = {108-808-937-990-575},
month = mar,
note = {{S}pecial {I}ssue from the 35th Italian Conference on Computational Logic ({CILC} 2020)},
number = 2,
openalex = {W4206516686},
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 = {WOS:000762067600009},
year = 2022
}@incollection{burdenofpersuasion-aixia2021,
address = {Cham},
apice = {BurdenofpersuasionAixia2021},
author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
dblp = {conf/aiia/PisanoCOS21a},
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},
lens = {158-280-406-888-96X},
location = {Milan, Italy},
month = jul,
openalex = {W4285820874},
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 = {https://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,
apice = {Gnn2gnnUai2022},
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},
keywords = {Graph Neural Networks, Neural Architecture Search, Generative Adversarial Networks},
month = aug,
note = {Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands},
numpages = 11,
pages = {32--42},
publisher = {ML Research Press},
scholar = {3643983533846865361},
scopus = {2-s2.0-85163345190},
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,
wos = {WOS:001228408900004},
year = 2022
}@article{woa2021specialissue-ia16,
apice = {Woa2021Ia16},
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,
apice = {SwpsykeExtraamas2022},
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 = {Explainable AI, Knowledge extraction, Semantic Web, Intelligent agents, PSyKE},
lens = {195-560-268-268-743},
numpages = 19,
openalex = {W4297897402},
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 = {https://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,
apice = {HypercubeWoa2022},
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},
semanticscholar = {253270041},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model},
url = {https://ceur-ws.org/Vol-3261/paper4.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3261/paper4.pdf},
urlpdf = {https://ceur-ws.org/Vol-3261/paper4.pdf},
volume = 3261,
wos = {WOS:001788658400004},
year = 2022
}@inproceedings{metabp-ai321,
apice = {MetabpAi32021},
author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
booktitle = {Advances in Argumentation in Artificial Intelligence 2021},
dblp = {conf/aiia/PisanoCOS21},
editor = {D'Agostino, Marcello and Aurelio D'Asaro, Fabio and Larese, Costanza},
iris = {11585/893243},
issn = {1613-0073},
keywords = {burdens of persuasion, argumentation, meta-argumentation, reasoning over burdens},
month = feb,
note = {Proceedings of the Workshop on Advances in Argumentation in Artificial Intelligence (AI$^{3}$ 2021), co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), Milan, November 29, 2021},
numpages = 19,
pages = {5:1--5:19},
publisher = {Sun SITE Central Europe, RWTH Aachen University},
scholar = {10187981790280478304},
scopus = {2-s2.0-85125434069},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {Burden of persuasion in argumentation: A meta-argumentation approach},
url = {http://ceur-ws.org/Vol-3086/paper5.pdf},
urlpdf = {http://ceur-ws.org/Vol-3086/paper5.pdf},
volume = 3086,
wos = {WOS:001796750900007},
year = 2022
}@incollection{psyki-extraamas2022,
apice = {PsykiExtraamas2022},
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},
lens = {001-522-718-541-434},
note = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9--10, 2022, Revised Selected Papers},
openalex = {W4297897134},
pages = {90--108},
publisher = {Springer},
scholar = {7587528289517313138},
scopus = {2-s2.0-85138317005},
semanticscholar = {252545848},
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/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
}
0000-0002-6655-3869