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
} 

 @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
} 

 @article{proceedings-iclpworkshops2022,
    dblp = {conf/iclp/2022w},
    editor = {Joaquín Arias and Calegari, Roberta and Luke Dickens and Wolfgang Faber and Jorge Fandinno and Gopal Gupta and Markus Hecher and Daniela Inclezan and Emily LeBlanc and Michael Morak and Elmer Salazar and Jessica Zangari},
    issn = {1613-0073},
    location = {Haifa, Israel},
    month = {31 July – 1 August},
    publisher = {CEUR-WS},
    series = {CEUR Workshop Proceedings},
    subtitle = {Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022)},
    title = {ICLP Workshops 2022: International Conference on Logic Programming 2022 Workshops},
    url = {https://ceur-ws.org/Vol-3193/},
    volume = 3193,
    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
} 

 @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
} 

 @article{smartcollectiveservices-ieeeiotj9,
    author = {Casadei, Roberto and Giancarlo Fortino and Pianini, Danilo and Placuzzi, Andrea and Claudio Savaglio and Viroli, Mirko},
    dblp = {journals/iotj/CasadeiFPPSV22},
    doi = {10.1109/JIOT.2022.3172470},
    ieee = {9768117},
    journal = {IEEE Internet of Things Journal},
    keywords = {cloud services, collective services, cyber–physical systems, deployment methodology, edge intelligence, mobile and ubiquitous systems, pulverizable architectures, service middleware and platform, simulation},
    number = 20,
    pages = {20136--20148},
    title = {A Methodology and Simulation-Based Toolchain for Estimating Deployment Performance of Smart Collective Services at the Edge},
    url = {http://ieeexplore.ieee.org/document/9768117},
    urlpdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9768117},
    volume = 9,
    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
}