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
} 

 @article{nqueens-tplp22,
	author = {Drabent, W{\l}odzimierz},
	doi = {10.1017/S1471068421000223},
	journal = {Theory and Practice of Logic Programming},
	number = 1,
	pages = {37--50},
	publisher = {Cambridge University Press},
	title = {On Correctness and Completeness of an n {Q}ueens Program},
	volume = 22,
	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{calegari-aixia2021,
	address = {Cham},
	author = {Calegari, Roberta and Contissa, Giuseppe and Pisano, Giuseppe and Sartor, Galileo and Sartor, Giovanni},
	booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
	doi = 10.1007/978-3-031-08421-8_7,
	editor = {Bandini, Stefania and Gasparini, Francesca and Mascardi, Viviana and Palmonari, Matteo and Vizzari, Giuseppe},
	isbn = {978-3-031-08421-8},
	month = jul,
	pages = {91--103},
	publisher = {Springer International Publishing},
	series = {Lecture Notes in Computer Science},
	title = {Modular Logic Argumentation in Arg-TuProlog},
	volume = 13196,
	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{lescaspgde2022,
    author = {Galileo Sartor and Jacinto Dávila and Marco Billi and Giuseppe Contissa and Pisano, Giuseppe and Robert Kowalski},
    booktitle = {Workshop on Goal-directed Execution of Answer Set Programs},
    keywords = {Logic Programming, Prolog, Controlled Natural Language, Legal Rule Modelling, Explainable AI, Logical English},
    series = {GDE 2022},
    title = {Integration of Logical English and s(CASP)},
    urlpdf = {http://platon.etsii.urjc.es/%7Ejarias/GDE-2022/GDE-01.pdf}
} 

 @book{intelligentsystemspracticalguide-book2021,
    author = {Hopgood, Adrian A.},
    isbn = {9780367336165},
    isbn10 = {0367336162},
    publisher = {CRC Press},
    title = {Intelligent Systems for Engineers and Scientists: A Practical Guide to Artificial Intelligence},
    url = {https://www.routledge.com/Intelligent-Systems-for-Engineers-and-Scientists-A-Practical-Guide-to-Artificial/Hopgood/p/book/9781032126760},
    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
} 

 @article{conflictscomma2022,
    author = {Pisano, Giuseppe and Calegari, Roberta and Henry Prakken and Sartor, Giovanni},
    booktitle = {Computational Models of Argument},
    doi = {10.3233/FAIA220160},
    editor = {Francesca Toni and Sylwia Polberg and Richard Booth and Martin Caminada and Hiroyuki Kido},
    eisbn = {978-1-64368-307-2},
    institution = {Cardiff University},
    isbn = {978-1-64368-306-5},
    keywords = {meta-argumentation, argumentation, ASPIC+},
    location = {Cardiff},
    numpages = 12,
    pages = {284--295},
    publisher = {IOS Press},
    series = {Frontiers in Artificial Intelligence and Applications},
    title = {Arguing About the Existence of Conflicts},
    url = {https://ebooks.iospress.nl/volumearticle/60756},
    volume = 353,
    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
} 

 @inproceedings{skemetrics-xaifin2022,
    address = {New York, NY, USA},
    author = {Sabbatini, Federico and Calegari, Roberta},
    booktitle = {Workshop on Explainable AI in Finance @ICAIF 2022},
    doi = {10.48550/arXiv.2211.00238},
    keywords = {Explainable artificial intelligence; Symbolic knowledge extraction; Readability metrics; AutoML},
    month = {November 2},
    scholar = {5021962022669458541},
    semanticscholar = {253244189},
    title = {Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper},
    url = {https://arxiv.org/abs/2211.00238},
    urlopenaccess = {https://arxiv.org/abs/2211.00238},
    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
} 

 @article{agi-acmcs54,
    author = {Mariani, Stefano and Cabri, Giacomo and Zambonelli, Franco},
    doi = {10.1145/3431231},
    journal = {ACM Computing Surveys},
    keywords = {Autonomous vehicles, cooperative driving, coordination, autonomy, survey},
    number = 1,
    pages = {19:1--19:33},
    title = {Coordination of Autonomous Vehicles: Taxonomy and Survey},
    url = {https://doi.org/10.1145/3431231},
    volume = 54,
    year = 2022
} 

 @inproceedings{gridrex-kr2022,
    address = {Haifa, Israel},
    author = {Sabbatini, Federico and Calegari, Roberta},
    booktitle = {19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022)},
    doi = {10.24963/kr.2022/57},
    editor = {Kern-Isberner, Gabriele and Lakemeyer, Gerhard and Meyer, Thomas},
    iris = {11585/893144},
    isbn = {978-1-956792-01-0},
    issn = {2334-1033},
    keywords = {Explainable AI, Integrating knowledge representation and machine learning, Integrating symbolic and sub-symbolic approaches, Applications of KR},
    month = {July 31--August 5},
    pages = {554--563},
    publisher = {IJCAI Organization},
    title = {Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: {GridREx} {\&} {PEDRO}},
    url = {https://proceedings.kr.org/2022/57/},
    year = 2022
} 

 @inproceedings{cluster-ske-xlokr2022,
    address = {Haifa, Israel},
    author = {Sabbatini, Federico and Calegari, Roberta},
    booktitle = {XLoKR 2022 - Third Workshop on Explainable Logic-Based Knowledge Representation},
    keywords = {Explainable AI; Symbolic knowledge extraction; Clustering},
    month = {July 31},
    title = {Clustering-Based Approaches for Symbolic Knowledge Extraction},
    url = {https://arxiv.org/abs/2211.00234},
    year = 2022
} 

 @inproceedings{dcc-aixia-2021-plp,
	keywords = {probabilistic logic programming, symbolic AI, 2P-Kt},
	year = 2022,
	articleNo = 3,
	pages = {19-32},
	author = {Dellaluce, Jason and Calegari, Roberta and Ciatto, Giovanni},
	sort = {inproceedings},
	numpages = 14,
	volume = 3078,
	issn = {1613-0073},
	month = {jan},
	publisher = {Sun SITE Central Europe, RWTH Aachen University},
	status = {Published},
	title = {Probabilistic logic programming in 2P-Kt},
	booktitle = {AIxIA 2021 Discussion Papers},
	editor = {Mascardi, Viviana and Palmonari, Matteo and Vizzari, Giuseppe},
	url = {http://ceur-ws.org/Vol-3078/paper-29.pdf},
	series = {CEUR Workshop Proceedings},
	subseries = {AI*IA Series}
} 

 @inproceedings{logicapiml-cilc2022,
    author = {Ciatto, Giovanni and Castigliò, Matteo and Calegari, Roberta},
    booktitle = {CILC 2022 -- Italian Conference on Computational Logic},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
    issn = {1613-0073},
    keywords = {logic programming, machine learning, API, 2P-Kt},
    location = {Bologna, Italy},
    numpages = 15,
    pages = {104--118},
    publisher = {CEUR-WS},
    series = {ceurws},
    subseries = {AI*IA Series},
    title = {Logic Programming library for Machine Learning: {API} design and prototype},
    url = {http://ceur-ws.org/Vol-3204/paper_12.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3204/paper_12.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3204/paper_12.pdf},
    volume = 3204,
    year = 2022
}