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
}

@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
}

@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{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
}