Per Year

@inproceedings{preface-woa2021,
    apice = {PrefaceWoa2021},
    author = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/834358},
    issn = {1613-0073},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 2,
    pages = {i--ii},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85116895007},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Preface},
    url = {http://ceur-ws.org/Vol-2963/xpreface.pdf},
    volume = 2963,
    year = 2021
}

@inproceedings{constrainedml-aaai2021,
    apice = {ConstrainedmlAaai2021},
    author = {Detassis, Fabrizio and Lombardi, Michele and Milano, Michela},
    booktitle = {AAAI-21 / IAAI-21 / EAAI-21 Proceedings: A Virtual Conference, February 2–9, 2021},
    doi = {10.1609/aaai.v35i5.16491},
    eissn = {2374-3468},
    isbn = {978-1-57735-866-4},
    issn = {2159-5399},
    keywords = {Constraint Satisfaction, Neuro-Symbolic AI (NSAI), Classification and Regression},
    month = may,
    number = {5: AAAI-21 Technical Tracks 5},
    numpages = 8,
    pages = {3742--3749},
    publisher = {AAAI Press},
    title = {Teaching the Old Dog New Tricks: Supervised Learning with Constraints},
    url = {https://ojs.aaai.org/index.php/AAAI/article/view/16491},
    volume = 35,
    year = 2021
}

@book{johansson2021,
    abstract = {Who was ``the first speaker'' and what was their first message? An erudite, tightly woven and beautifully written account of one of humanity's greatest mysteries – the origins of language. Drawing on evidence from many fields, including archaeology, anthropology, neurology and linguistics, Sverker Johansson weaves these disparate threads together to show how our human ancestors evolved into language users. The Dawn of Language provides a fascinating survey of how grammar came into being and the differences or similarities between languages spoken around the world, before exploring how language eventually emerged in the very remote human past. Our intellectual and physiological changes through the process of evolution both have a bearing on our ability to acquire language. But to what extent is the evolution of language dependent on genes, or on environment? How has language evolved further, and how is it changing now, in the process of globalisation? And which aspects of language ensure that robots are not yet intelligent enough to reconstruct how language has evolved? Johansson's far-reaching, authoritative and research-based approach to language is brought to life through dozens of astonishing examples, both human and animal, in a fascinatingly erudite and entertaining volume for anyone who has ever contemplated not just why we speak the way we do, but why we speak at all.},
    address = {London},
    apice = {Johansson2021},
    author = {Sverker Johansson},
    isbn13 = {978-1-52941-142-3},
    month = sep,
    note = {Translated from the Swedish by Frank Perry. Originally published as På spaning efter språkets ursprung, Natur & Kultur, Stockholm, 2019},
    publisher = {MacLehose Press},
    title = {The Dawn of Language: The Story of How We Came to Talk},
    url = {https://www.hachette.co.uk/titles/sverker-johansson/the-dawn-of-language/9781529411423/},
    year = 2021
}

@incollection{shallow2deep-extraamas2021,
    address = {Cham, Switzerland},
    apice = {Shallow2deepExtraamas2021},
    author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. 3rd International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
    dblp = {conf/atal/AgiolloCO21},
    doi = {10.1007/978-3-030-82017-6_5},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary},
    eisbn = {978-3-030-82017-6},
    eissn = {1611-3349},
    iris = {11585/838540},
    isbn = {978-3-030-82016-9},
    issn = {0302-9743},
    keywords = {Neural Architecture Search; Evolutionary Algorithm; Opacity; Interpretability},
    lens = {037-531-814-474-551},
    numpages = 20,
    openalex = {W3186876638},
    pages = {63--82},
    publisher = {Springer},
    scholar = {8606811357246615623},
    scopus = {2-s2.0-85113325735},
    semanticscholar = {236460263},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {{\it Shallow2Deep}: Restraining Neural Networks Opacity through Neural Architecture Search},
    url = {https://link.springer.com/10.1007/978-3-030-82017-6_5},
    volume = 12688,
    wos = {WOS:000691781800005},
    year = 2021
}

@inproceedings{psyke-woa2021,
    apice = {PsykeWoa2021},
    articleno = 3,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/SabbatiniCCO21},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/834364},
    issn = {1613-0073},
    keywords = {explainable AI, knowledge extraction, interpretable prediction, PSyKE},
    lens = {138-404-520-962-779},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 20,
    openalex = {W3204048750},
    pages = {29--48},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {879185583484020388},
    scopus = {2-s2.0-85116894019},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {On the Design of {PSyKE}: A Platform for Symbolic Knowledge Extraction},
    url = {https://ceur-ws.org/Vol-2963/paper14.pdf},
    volume = 2963,
    wos = {WOS:001788669700003},
    year = 2021
}

@article{2pkt-swx16,
    apice = {2pktSwx16},
    articleno = 100817,
    author = {Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    dblp = {journals/softx/CiattoCO21},
    doi = {10.1016/j.softx.2021.100817},
    iris = {11585/834368},
    issn = {2352-7110},
    journal = {SoftwareX},
    keywords = {logic programming, artificial intelligence, Prolog, Kotlin, tuProlog},
    lens = {009-008-823-868-972},
    month = dec,
    numpages = 7,
    openalex = {W3202284754},
    pages = {1--7},
    publisher = {Elsevier B.V.},
    scholar = {11747595476298173121},
    scopus = {2-s2.0-85122782224},
    semanticscholar = {244208338},
    title = {{\textsf{2}P-\textsc{Kt}}: A Logic-Based Ecosystem for Symbolic {AI}},
    url = {https://www.sciencedirect.com/science/article/pii/S2352711021001126},
    urlopenaccess = {https://cris.unibo.it/retrieve/handle/11585/834368/829533/1-s2.0-S2352711021001126-main.pdf},
    urlpdf = {https://www.sciencedirect.com/sdfe/reader/pii/S2352711021001126/pdf},
    volume = 16,
    wos = {WOS:000706078900005},
    year = 2021
}

@article{nnconstrained-applsci11,
    apice = {NnhyperconstrainedAppliedSciences2021},
    articleno = 11957,
    author = {Agiollo, Andrea and Omicini, Andrea},
    doi = {10.3390/app112411957},
    iris = {11585/842440},
    issn = {2076-3417},
    journal = {Applied Sciences},
    keywords = {Load Classification; Neural Networks; Embedding; Hyper-constrained Devices},
    lens = {105-199-955-773-080},
    month = dec,
    note = {Special Issue ``Artificial Intelligence and Data Engineering in Engineering Applications''},
    number = 24,
    numpages = 13,
    openalex = {W4200260440},
    publisher = {MDPI},
    scholar = {14515352047550375229},
    scopus = {2-s2.0-85121296114},
    title = {Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices},
    url = {https://www.mdpi.com/2076-3417/11/24/11957},
    urlopenaccess = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
    urlpdf = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
    volume = 11,
    wos = {WOS:000735509300001},
    year = 2021
}

@incollection{expectation-extraamas2021,
    address = {Basel, Switzerland},
    apice = {ExpectationExtraamas2021},
    author = {Calvaresi, Davide and Ciatto, Giovanni and Najjar, Amro and Aydoğan, Reyhan and Van der Torre, Leon and Omicini, Andrea and Schumacher, Michael I.},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. 3rd International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
    dblp = {conf/atal/CalvaresiCNATO021},
    doi = {10.1007/978-3-030-82017-6_20},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
    eisbn = {978-3-030-82017-6},
    eissn = {1611-3349},
    iris = {11585/838535},
    isbn = {978-3-030-82016-9},
    issn = {0302-9743},
    keywords = {Multi-agent systems; eXplanable AI; Chist-Era IV; Personalisation; Decentralisation; Expectation},
    lens = {186-406-418-569-540},
    month = jul,
    openalex = {W3184473407},
    pages = {331--343},
    publisher = {Springer Nature},
    scholar = {13608075469949443971},
    scopus = {2-s2.0-85113351710},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {{\textsc{Expectation}}: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge},
    url = {https://link.springer.com/10.1007/978-3-030-82017-6_20},
    urlopenaccess = {https://cris.unibo.it/retrieve/handle/11585/838535/839498/extraamas-2021-expectation.pdf},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-030-82017-6_20.pdf},
    volume = 12688,
    wos = {WOS:000691781800020},
    year = 2021
}

@proceedings{proceedings-woa2021,
    address = {Aachen, Germany},
    apice = {ProceedingsWoa2021},
    dblp = {conf/woa/2021},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/834360},
    issn = {1613-0073},
    lens = {132-633-768-294-517},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents" (WOA 2021), Bologna, Italy, 1–3 September 2021. Proceedings},
    numpages = {II, 258},
    openalex = {W3119307673},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {WOA 2021 – 22nd Workshop ``From Objects to Agents''},
    url = {http://ceur-ws.org/Vol-2963/},
    volume = 2963,
    year = 2021
}

@inproceedings{xai-arg2p-causal2021,
    apice = {XaiLpCausal2021},
    author = {Billi, Marco and Calegari, Roberta and Contissa, Giuseppe and Pisano, Giuseppe and Sartor, Galileo and Sartor, Giovanni},
    booktitle = {Workshop on Causal Reasoning and Explanation in Logic Programming (CAUSAL 2021)},
    editor = {LeBlanc, Emily and Vennekens, Joost and Son, Tran Cao and Cabalar, Pedro and Fandiño, Jorge and Balduccini, Marcello and Lierler, Yuliya},
    iris = {11585/836343},
    location = {Porto, Portugal (virtual)},
    month = sep,
    numpages = 14,
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Explainability through argumentation in logic programming},
    url = {https://ceur-ws.org/Vol-2970/causalpaper2.pdf},
    volume = 2970,
    year = 2021
}

@incollection{2pkt-jelia2021,
    apice = {2pktJelia2021},
    author = {Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    booktitle = {Logics in Artificial Intelligence},
    dblp = {conf/jelia/CiattoCO21},
    doi = {10.1007/978-3-030-75775-5_27},
    editor = {Faber, Wolfgang and Friedrich, Gerhard and Gebser, Martin and Morak, Michael},
    iris = {11585/838787},
    keywords = {Prolog; Stream processing; 2P-Kt; State machine},
    lens = {002-647-933-288-326},
    note = {17th European Conference, JELIA 2021, Virtual Event, May 17--20, 2021, Proceedings},
    numpages = 14,
    openalex = {W3162094021},
    pages = {407--420},
    publisher = {Springer},
    scholar = {10383616383578677634},
    scopus = {2-s2.0-85111134199},
    semanticscholar = {234475670},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {Lazy Stream Manipulation in {P}rolog via Backtracking: The Case of \textsf{2}{P}-\textsc{Kt}},
    url = {https://link.springer.com/10.1007/978-3-030-75775-5_27},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-030-75775-5_27.pdf},
    volume = 12678,
    wos = {WOS:001697435300027},
    year = 2021
}

@incollection{imagination-extraamas2021,
    address = {Basel, Switzerland},
    apice = {ImaginationExtraamas2021},
    author = {Ciatto, Giovanni and Najjar, Amro and Calbimonte, Jean-Paul and Calvaresi, Davide},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. 3rd International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
    doi = {10.1007/978-3-030-82017-6_9},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary},
    eisbn = {978-3-030-82017-6},
    eissn = {1611-3349},
    iris = {11585/842452},
    isbn = {978-3-030-82016-9},
    issn = {0302-9743},
    keywords = {Multi-agent systems; Imagination; BDI; Cognitive agents; XAI},
    numpages = 19,
    openalex = {W3184821246},
    pages = {139--157},
    publisher = {Springer Nature},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {Towards Explainable Visionary Agents: License to Dare and Imagine},
    url = {https://link.springer.com/10.1007/978-3-030-82017-6_9},
    volume = 12688,
    wos = {WOS:000691781800009},
    year = 2021
}

@incollection{gridex-extraamas2021,
    address = {Cham, Switzerland},
    apice = {GridExExtraamas2021},
    author = {Sabbatini, Federico and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. 3rd International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
    dblp = {conf/atal/SabbatiniCO21},
    doi = {10.1007/978-3-030-82017-6_2},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
    eisbn = {978-3-030-82017-6},
    eissn = {1611-3349},
    iris = {11585/834616},
    isbn = {978-3-030-82016-9},
    issn = {0302-9743},
    keywords = {Explainable AI; Knowledge extraction; Interpretable prediction; Regression; Iter; GridEx},
    lens = {128-962-186-028-465},
    month = jul,
    numpages = 21,
    openalex = {W3184161979},
    pages = {18--38},
    publisher = {Springer Nature},
    scholar = {855045469053426346},
    scopus = {2-s2.0-85113335454},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {{GridEx}: An Algorithm for Knowledge Extraction from Black-Box Regressors},
    url = {http://link.springer.com/10.1007/978-3-030-82017-6_2},
    urlopenaccess = {https://cris.unibo.it/retrieve/handle/11585/834616/830237/extraamas-2021-iter.pdf},
    urlpdf = {https://link.springer.com/content/pdf/10.1007%2F978-3-030-82017-6_2.pdf},
    volume = 12688,
    wos = {WOS:000691781800002},
    year = 2021
}

@incollection{xaiethics-aiia2020,
    apice = {XaiethicsAixia2020},
    author = {Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {AIxIA 2020 -- Advances in Artificial Intelligence},
    chapter = 2,
    dblp = {conf/aiia/CalegariOS20a},
    doi = {10.1007/978-3-030-77091-4_2},
    editor = {Baldoni, Matteo and Bandini, Stefania},
    eisbn = {978-3-030-77091-4},
    eissn = {1611-3349},
    iris = {11585/838789},
    isbn = {978-3-030-77090-7},
    issn = {0302-9743},
    keywords = {Explainable AI; Ethical AI; Argumentation; Logic programming; Abduction; Probabilistic LP; Inductive LP},
    lens = {057-351-170-998-700},
    numpages = 18,
    openalex = {W3164656161},
    pages = {19--36},
    publisher = {Springer Nature},
    scholar = {13475146938124131264},
    scopus = {2-s2.0-85111351072},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {Explainable and Ethical {AI}: A Perspective on Argumentation and Logic Programming},
    url = {https://link.springer.com/10.1007/978-3-030-77091-4_2},
    urlopenaccess = {https://cris.unibo.it/retrieve/a4a0197f-2815-43f0-9823-2fb91ea00753/COS-AIIA2020.pdf},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-030-77091-4_2.pdf},
    volume = 12414,
    wos = {WOS:000886994000002},
    year = 2021
}

@inproceedings{lptech4mas-aamas2021,
    acm = {3464214},
    apice = {Lptech4masAamas2021},
    author = {Calegari, Roberta and Ciatto, Giovanni and Mascardi, Viviana and Omicini, Andrea},
    booktitle = {20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021)},
    dblp = {conf/atal/CalegariCMO21},
    doi = {10.65109/jfhv8653},
    iris = {11585/819065},
    isbn = {978-1-4503-8307-3},
    issn = {2523-5699},
    keywords = {SLR, Logic-based Technologies, MAS},
    lens = {126-157-901-254-193},
    month = may,
    note = {Summary of ``Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review''},
    numpages = 3,
    openalex = {W7124259367},
    pages = {1721--1723},
    scholar = {10241330461334370464},
    scopus = {2-s2.0-85112328211},
    title = {Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review},
    url = {https://dl.acm.org/doi/10.5555/3463952.3464214},
    urlpdf = {http://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1721.pdf},
    year = 2021
}

@article{montagna-joms2021,
    apice = {MontagnaJoms2021},
    articleno = 103,
    author = {Montagna, Sara and Mariani, Stefano and Gamberini, Emiliano},
    doi = {10.1007/s10916-021-01780-1},
    isbn = {1573-689X},
    journal = {Journal of Medical Systems},
    number = 12,
    title = {{Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain}},
    url = {https://doi.org/10.1007/s10916-021-01780-1},
    volume = 45,
    year = 2021
}

@article{detonar-ieetnsm2021,
    apice = {DetonarIeetnsm18},
    author = {Agiollo, Andrea and Conti, Mauro and Kaliyar, Pallavi and Lin, TsungNan and Pajola, Luca},
    doi = {10.1109/TNSM.2021.3075496},
    ieee = {9415869},
    iris = {11585/842654},
    issn = {1932-4537},
    journal = {IEEE Transactions on Network and Service Management},
    keywords = {Internet of Things, Low Power and Lossy Networks, Routing Protocol, Networking attacks, Intrusion Detection System},
    number = 2,
    numpages = 13,
    openalex = {W3169052370},
    pages = {1178--1190},
    publisher = {IEEE},
    title = {{DETONAR}: Detection of Routing Attacks in {RPL}-based {I}o{T}},
    url = {https://ieeexplore.ieee.org/document/9415869},
    urlpdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9415869},
    volume = 18,
    wos = {WOS:000660636700006},
    year = 2021
}

@article{selforgcoord-fgcs114,
    apice = {SelforgcoordFtgs114},
    author = {Pianini, Danilo and Casadei, Roberto and Viroli, Mirko and Natali, Antonio},
    doi = {10.1016/j.future.2020.07.032},
    issn = {0167-739X},
    journal = {Future Generation Computer Systems},
    keywords = {Coordination, Distributed systems, Design patterns, Self-organisation, Self-improving integration, Edge computing, Aggregate programming},
    numpages = 25,
    pages = {44--68},
    publisher = {Elsevier Science B.V.},
    title = {Partitioned integration and coordination via the self-organising coordination regions pattern},
    url = {https://www.sciencedirect.com/science/article/pii/S0167739X20304775},
    urlpdf = {https://www.sciencedirect.com/science/article/pii/S0167739X20304775/pdfft},
    volume = 114,
    year = 2021
}

@article{croatti-sn2021,
    abstract = {Obstructive sleep apnea (OSA) is a highly prevalent sleep disorder and it is associated with increased daytime sleepiness and cardiovascular risk. Continuous positive airway pressure (CPAP) requiring a pressure-generating device connected via tubing to a mask during sleep is an effective treatment, but compliance is often sub-optimal. Behavioural interventions are effective in improving adherence to CPAP. We aimed to provide proof of principle for the operation of a low-cost, self-standing, internet-based system to measure and promote CPAP compliance. The system is composed by triaxial acceleration sensors attached to the CPAP mask and to the wrist, able to record CPAP usage information, and a mobile app that collects such information and, thorough a chatbot, feeds back to the patient to improve treatment compliance. The mask subsystem identifies time periods when the mask is put on based on relatively high values of the ratio between acceleration spectral power at frequencies < 0.33 Hz vs. 0.33-2 Hz, over 1-minute windows. Accuracy in identification may be increased taking account of the surges in the standard deviation of wrist accelerations over 1-minute windows that accompany putting on and taking off the mask. The whole system can represent a unique tool capable to monitor and improve patients' adherence to CPAP treatment, thus improving sleep quality and OSA related symptoms. Its main strength lies in its simplicity, low-cost, and independence from the specific CPAP device and mask employed.},
    apice = {CroattiApnee2020},
    author = {Croatti, Angelo and Montagna, Sara and Carolina Lombardi and Gianfranco Parati and Martino F. Pengo and Alessandro Silvani},
    dblp = {journals/sncs/CroattiMLPPS21},
    doi = {10.1007/s42979-021-00522-x},
    iris = {11585/813415},
    journal = {SN Computer Science},
    number = 117,
    numpages = 9,
    scopus = {2-s2.0-85131832429},
    title = {An Internet of Medical Things system to increase continuous positive airway pressure usage in patients with sleep disordered breathing},
    url = {https://link.springer.com/10.1007/s42979-021-00522-x},
    volume = 2,
    year = 2021
}

@article{croatti2022164,
    apice = {CroattiICTH2021},
    author = {Croatti, Angelo and Marco Longoni and Montagna, Sara},
    booktitle = {12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks / 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare},
    dblp = {conf/euspn/CroattiLM21},
    doi = {10.1016/j.procs.2021.12.224},
    iris = {11585/847983},
    issn = {1877-0509},
    journal = {Procedia Computer Science},
    keywords = {Telemedicine, Teleconsultation, Neurology, Stroke, Smartglasses},
    note = {12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks / 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare},
    numpages = 7,
    pages = {164--170},
    publisher = {Elsevier},
    scopus = {2-s2.0-85124592565},
    title = {Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System},
    url = {https://www.sciencedirect.com/science/article/pii/S1877050921024637},
    urlpdf = {https://www.sciencedirect.com/science/article/pii/S1877050921024637/pdf?md5=28db76b8888fcd9071b87875e5a2f818&pid=1-s2.0-S1877050921024637-main.pdf},
    volume = 198,
    year = 2021
}

@article{defreasoning-j-2021,
    abstract = {Different formalisms for defeasible reasoning have been used to represent knowledge and reason in the legal field. In this work, we provide an overview of the following logic-based approaches to defeasible reasoning: defeasible logic, Answer Set Programming, ABA+, ASPIC+, and DeLP. We compare features of these approaches under three perspectives: the logical model (knowledge representation), the method (computational mechanisms), and the technology (available software resources). On top of that, two real examples in the legal domain are designed and implemented in ASPIC+ to showcase the benefit of an argumentation approach in real-world domains. The CrossJustice and Interlex projects are taken as a testbed, and experiments are conducted with the Arg2P technology.},
    apice = {DefeasibleReasoningJmdpi20},
    author = {Marco Billi and Calegari, Roberta and Giuseppe Contissa and Francesca Lagioia and Pisano, Giuseppe and Galileo Sartor and Sartor, Giovanni},
    doi = {10.3390/j4040061},
    editor = {Larisa Ivascu},
    iris = {11585/844314},
    issn = {2571-8800},
    journal = {J — Multidisciplinary Scientific Journal},
    keywords = {argumentation, defeasible reasoning, tools and technologies, Arg2P},
    month = dec,
    note = {Special Issue The Impact of Artificial Intelligence on Law},
    number = 4,
    numpages = 18,
    pages = {897--914},
    publisher = {MDPI},
    subtitle = {Special Issue The Impact of Artificial Intelligence on Law},
    title = {Argumentation and Defeasible Reasoning in the Law},
    url = {https://www.mdpi.com/2571-8800/4/4/61},
    volume = 4,
    year = 2021
}

@article{hassan2021,
    apice = {Hassan2021},
    articleno = 38,
    author = {Hassan, Aumyo and Barber, Sarah J.},
    doi = {10.1186/s41235-021-00301-5},
    eissn = {2365-7464},
    journal = {Cognitive Research: Principles and Implications},
    keywords = {Illusory truth, Repetition, Fluency, Belief, Truthfulness},
    numpages = 12,
    title = {The Effects of Repetition Frequency on the Illusory Truth Effect},
    url = {https://link.springer.com/10.1186/s41235-021-00301-5},
    urlopenaccess = {https://link.springer.com/content/pdf/10.1186/s41235-021-00301-5.pdf},
    urlpdf = {https://link.springer.com/content/pdf/10.1186/s41235-021-00301-5.pdf},
    volume = 6,
    year = 2021
}

@incollection{mpm-mdabook2021,
    apice = {MpmMdabook2021},
    author = {Molesini, Ambra and Denti, Enrico and Omicini, Andrea},
    booktitle = {Advancements in Model-Driven Architecture in Software Engineering},
    chapter = 4,
    doi = {10.4018/978-1-7998-3661-2.ch004},
    editor = {Rhazali, Yassine},
    eisbn = {9781799836636},
    iris = {11585/769135},
    isbn = {9781799836612},
    isbn10 = {1799836614},
    isbn13 = {9781799836629},
    keywords = {Multi-Paradigm Modeling; Development Process; Meta-Modeling; MDE},
    lens = {039-924-771-442-049},
    month = jun,
    numpages = 24,
    openalex = {W3081183216},
    pages = {64--87},
    publisher = {IGI Global},
    scholar = {5411882464942243375},
    semanticscholar = {224974647},
    title = {{MDE} \& {MDA} in a Multi-Paradigm Modeling Perspective},
    url = {https://www.igi-global.com/book/advancements-model-driven-architecture-software/243747},
    urlopenaccess = {https://cris.unibo.it/retrieve/500c8915-a4b9-451f-b3dc-24b38a93209e/MDEMDAinaMulti-ParadigmModelingPerspective.pdf},
    year = 2021
}

@inproceedings{arg2p-cilc2021,
    address = {Parma, Italy},
    apice = {Arg2pCilc2021},
    author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {CILC 2021 -- Italian Conference on Computational Logic. Proceedings of the 36th Italian Conference on Computational Logic},
    dblp = {conf/cilc/PisanoCOS21},
    editor = {Monica, Stefania and Bergenti, Federico},
    iris = {11585/838785},
    issn = {1613-0073},
    keywords = {Argumentation · Defeasible preferences · Arg2P},
    lens = {190-718-935-515-919},
    month = {7-9~} # sep,
    openalex = {W3215091487},
    pages = {16--30},
    publisher = {CEUR-WS},
    scholar = {12433999243058736062},
    scopus = {2-s2.0-85122863663},
    semanticscholar = {243990504},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {A Mechanism for Reasoning over Defeasible Preferences in {Arg\textsf{2}P}},
    url = {http://ceur-ws.org/Vol-3002/paper10.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3002/paper10.pdf},
    volume = 3002,
    wos = {WOS:001798563300002},
    year = 2021
}

@techreport{sae-j3016c,
    apice = {SaeJ3016C2021},
    author = {SAE International},
    institution = {SAE International},
    month = apr,
    note = {Issued 2014-01-16. Revised 2016-09-30; 2018-06-15; 2021-04-30},
    number = {J3016C},
    title = {Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles},
    type = {Surface Vehicle Recommended Practice},
    url = {https://www.sae.org/standards/content/j3016_202104/},
    year = 2021
}

@inproceedings{calegari-bpicail2021,
    apice = {BurdenofproofIcail2021},
    author = {Calegari, Roberta and Riveret, Regis and Sartor, Giovanni},
    booktitle = {ICAIL '21: Proceedings of the 17th International Conference on Artificial Intelligence and Law},
    doi = {10.1145/3462757.3466078},
    editor = {Maranhão, Juliano and Wyner, Adam Zachary},
    iris = {11585/836289},
    isbn = {9781450385268},
    keywords = {Burden of persuasion, argumentation, legal reasoning},
    location = {São Paulo - Brazil},
    month = jun,
    numpages = 5,
    pages = {180--184},
    publisher = {ACM},
    series = {ICAIL '21},
    title = {The Burden of Persuasion in Structured Argumentation},
    url = {https://dl.acm.org/doi/10.1145/3462757.3466078},
    venue = {ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law São Paulo Brazil June 21 - 25, 2021},
    year = 2021
}

@article{optimal-cjcee21,
    apice = {OptimalCJCEE21},
    articleno = 107580,
    author = {Audrito, Giorgio and Casadei, Roberto and Damiani, Ferruccio and Pianini, Danilo and Viroli, Mirko},
    dblp = {journals/cee/AudritoCDPV21},
    doi = {10.1016/j.compeleceng.2021.107580},
    issn = {0045-7906},
    journal = {Computers \& Electrical Engineering},
    keywords = {Data aggregation, Adaptive algorithm, Aggregate programming, Computational field},
    month = dec,
    number = {Part B},
    numpages = 16,
    pages = {1--16},
    publisher = {Elsevier B.V.},
    title = {Optimal resilient distributed data collection in mobile edge environments},
    url = {https://doi.org/10.1016/j.compeleceng.2021.107580},
    volume = 96,
    year = 2021
}

@inproceedings{croatti-aamas2021,
    acm = {10.5555/3463952.3464215},
    address = {Richland, SC},
    apice = {CroattiAamas2021},
    author = {Croatti, Angelo and Ricci, Alessandro},
    booktitle = {20th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2021)},
    dblp = {conf/atal/CroattiR21},
    iris = {11585/830182},
    isbn = {9781450383073},
    keywords = {android, agents, personal agents, BDI, Jacamo},
    location = {Virtual Event, United Kingdom},
    numpages = 3,
    pages = {1724--1726},
    publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
    scopus = {2-s2.0-85112277645},
    title = {Programming Agent-Based Mobile Apps: The JaCa-Android Framework},
    url = {https://dl.acm.org/doi/10.5555/3463952.3464215},
    urlpdf = {https://dl.acm.org/doi/pdf/10.5555/3463952.3464215},
    year = 2021
}

@inproceedings{gnn-woa2021,
    apice = {GnnWoa2021},
    articleno = 8,
    author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/AgiolloCO21},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/834362},
    issn = {1613-0073},
    keywords = {Graph Neural Networks, Machine Learning, Embedding, Computational Logic},
    lens = {161-306-059-568-654},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 18,
    openalex = {W3202057208},
    pages = {98--115},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {817372786663443317},
    scopus = {2-s2.0-85116916925},
    semanticscholar = {238360605},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap},
    url = {https://ceur-ws.org/Vol-2963/paper18.pdf},
    volume = 2963,
    wos = {WOS:001788669700008},
    year = 2021
}

@book{russellnorvig-ai4th,
    address = {Englewood Cliffs, NJ, USA},
    apice = {RusselnorvigAi4th},
    author = {Russell, Stuart J. and Norvig, Peter},
    edition = {4th Global},
    eisbn = {1-292-40113-3},
    isbn = {978-0-13-604259-4},
    isbn10 = {0-13-604259-7},
    note = {Complementary materials at http://aima.cs.berkeley.edu/global-index.html},
    numpages = 1166,
    publisher = {Pearson Education Limited},
    title = {Artificial Intelligence: A Modern Approach},
    url = {https://www.pearson.com/uk/educators/higher-education-educators/program/Russell-Artificial-Intelligence-A-Modern-Approach-Global-Edition-4th-Edition/PGM100003084094.html},
    year = 2021
}

@proceedings{aamas2021,
    booktitle = {Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems},
    dblp = {conf/atal/2021},
    editor = {Frank Dignum and Alessio Lomuscio and Ulle Endriss and Ann Nowé},
    isbn = {978-1-4503-8307-3},
    issn = {2523-5699},
    note = {20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), London, UK, 3-7 May 2021},
    publisher = {ACM},
    title = {Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems},
    url = {https://www.ifaamas.org/Proceedings/aamas2021/},
    year = 2021
}

@inproceedings{bp-standardproof-clar2021,
    address = {Cham},
    apice = {BurdenClar2021},
    author = {Calegari, Roberta and Sartor, Giovanni},
    booktitle = {Logic and Argumentation 4th International Conference, CLAR 2021, Hangzhou, China, October 20–22},
    doi = {10.1007/978-3-030-89391-0_3},
    editor = {Pietro Baroni and Christoph Benzmüller and Yὶ N. Wáng},
    iris = {11585/836296},
    isbn = {"978-3-030-89391-0"},
    keywords = {Burden of persuasion, Argumentation, Legal reasoning, Standard of proof},
    numpages = 20,
    pages = {40--59},
    publisher = {Springer Nature},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {Burdens of Persuasion and Standards of Proof in Structured Argumentation},
    venue = {CLAR 2021},
    volume = 13040,
    year = 2021
}

@article{mlexplanations-corr210607756,
    apice = {MlexplanationsCorr210607756},
    author = {Verma, Sahil and Dickerson, John P. and Hines, Keegan},
    eprint = {2106.07756},
    eprinttype = {arXiv},
    journal = {CoRR},
    title = {Counterfactual Explanations for Machine Learning: {C}hallenges Revisited},
    url = {https://arxiv.org/abs/2106.07756},
    urlopenaccess = {https://arxiv.org/pdf/2106.07756.pdf},
    urlpdf = {https://arxiv.org/pdf/2106.07756.pdf},
    volume = {abs/2106.07756},
    year = 2021
}

@inproceedings{distributedarg-woa2021,
    apice = {DistributedArgWoa2021},
    articleno = 12,
    author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea},
    booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/PisanoCO21},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/834366},
    issn = {1613-0073},
    keywords = {Argumentation, MAS, cooperative argumentation, distributed argumentation process},
    lens = {129-636-770-768-561},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 16,
    openalex = {W3203008058},
    pages = {162--177},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {13615595110063768054},
    scopus = {2-s2.0-85116856131},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Towards cooperative argumentation for {MAS}: An actor-based approach},
    url = {https://ceur-ws.org/Vol-2963/paper17.pdf},
    volume = 2963,
    wos = {WOS:001788669700012},
    year = 2021
}

@inproceedings{microserivces-icsme2021,
    apice = {MicroservicesIcsme2021},
    author = {Pianini, Danilo and Neri, Alessandro},
    booktitle = {2021 IEEE International Conference on Software Maintenance and Evolution (ICSME)},
    doi = {10.1109/ICSME52107.2021.00051},
    ieee = {9609206},
    pages = {505--514},
    title = {Breaking down monoliths with Microservices and DevOps: an industrial experience report},
    url = {https://ieeexplore.ieee.org/document/9609206},
    year = 2021
}

@article{lptech4mas-jaamas35,
    apice = {Lptech4masJaamas35},
    articleno = 1,
    author = {Calegari, Roberta and Ciatto, Giovanni and Mascardi, Viviana and Omicini, Andrea},
    dblp = {journals/aamas/CalegariCMO21},
    doi = {10.1007/s10458-020-09478-3},
    editor = {Bergenti, Federico and Baldoni, Matteo and Winikoff, Michael and Seghrouchni, Amal El Fallah},
    eissn = {1573-7454},
    iris = {11585/775368},
    issn = {1387-2532},
    journal = {Autonomous Agents and Multi-Agent Systems},
    keywords = {SLR; Logic-based Technologies; MAS},
    lens = {034-580-360-663-981},
    note = {Collection ``Current Trends in Research on Software Agents and Agent-Based Software Development''},
    number = 1,
    numpages = 67,
    openalex = {W3093365097},
    pages = {1--67},
    publonsid = {34852575},
    scholar = {3394967429087589940},
    scopus = {2-s2.0-85092892414},
    semanticscholar = {225142049},
    title = {Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review},
    url = {https://link.springer.com/10.1007/s10458-020-09478-3},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/s10458-020-09478-3.pdf},
    volume = 35,
    wos = {WOS:000579434600001},
    year = 2021
}

@book{consciousness-book2021,
    address = {New York, NY, USA},
    apice = {ConsciousnessBook2021},
    author = {Antonio R. Damasio},
    booktitle = {Feeling and Knowing: Making Minds Conscious},
    edition = {1st},
    eisbn = {9781524747565},
    isbn13 = {9781524746027},
    publisher = {Pantheon Books},
    title = {Feeling and Knowing: Making Minds Conscious},
    url = {https://www.penguinrandomhouse.com/books/572664/feeling-and-knowing-by-antonio-damasio/},
    year = 2021
}