Per Year
@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}, semanticscholar = {253270036}, 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}, 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}, 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}, semanticscholar = {250400188}, 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}, 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 = {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}, 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, 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}, semanticscholar = {253270041}, 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}, 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/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 }