Per Year

 @incollection{shallow2deep-extraamas2021,
    address = {Cham, Switzerland},
    author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third 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},
    numpages = 20,
    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 = {http://link.springer.com/10.1007/978-3-030-82017-6_5},
    volume = 12688,
    wos = {000691781800005},
    year = 2021
} 

 @inproceedings{psyke-woa2021,
    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},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 20,
    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 = {http://ceur-ws.org/Vol-2963/paper14.pdf},
    volume = 2963,
    year = 2021
} 

 @article{2pkt-swx16,
    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},
    month = dec,
    numpages = 7,
    pages = {100817:1--100817:7},
    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 = {000706078900005},
    year = 2021
} 

 @article{nnconstrained-applsci11,
    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},
    month = dec,
    note = {Special Issue ``Artificial Intelligence and Data Engineering in Engineering Applications''},
    number = 24,
    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},
    url-openaccess = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
    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 = {000735509300001},
    year = 2021
} 

 @incollection{expectation-extraamas2021,
    address = {Basel, Switzerland},
    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. Third 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},
    month = jul,
    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 = {http://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 = {http://link.springer.com/content/pdf/10.1007/978-3-030-82017-6_20.pdf},
    volume = 12688,
    wos = {000691781800020},
    year = 2021
} 

 @incollection{2pkt-jelia2021,
    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},
    note = {17th European Conference, JELIA 2021, Virtual Event, May 17--20, 2021, Proceedings},
    numpages = 14,
    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 = {http://link.springer.com/10.1007/978-3-030-75775-5_27},
    urlpdf = {http://link.springer.com/content/pdf/10.1007/978-3-030-75775-5_27.pdf},
    volume = 12678,
    year = 2021
} 

 @incollection{gridex-extraamas2021,
    address = {Cham, Switzerland},
    author = {Sabbatini, Federico and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third 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},
    month = jul,
    numpages = 21,
    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 = {000691781800002},
    year = 2021
} 

 @incollection{xaiethics-aiia2020,
    author = {Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {AIxIA 2020 -- Advances in Artificial Intelligence},
    chapter = 2,
    dblp = {conf/aiia/CalegariOS20a},
    doi = {10.1007/978-3-030-73065-9_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},
    numpages = 18,
    pages = {19--36},
    publisher = {Springer Nature},
    scholar = {13475146938124131264},
    scopus = {2-s2.0-85111351072},
    series = {Lecture Notes in Computer Science},
    title = {Explainable and Ethical {AI}: A Perspective on Argumentation and Logic Programming},
    url = {http://link.springer.com/10.1007/978-3-030-77091-4_2},
    urlpdf = {http://link.springer.com/content/pdf/10.1007/978-3-030-77091-4_2.pdf},
    volume = 12414,
    wos = {000886994000002},
    year = 2021
} 

 @inproceedings{lptech4mas-aamas2021,
    acm = {3464214},
    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 = {journals/aamas/CalegariCMO21},
    iris = {11585/819065},
    isbn = {978-1-4503-8307-3},
    issn = {2523-5699},
    keywords = {SLR, Logic-based Technologies, MAS},
    month = may,
    note = {Summary of ``Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review''},
    numpages = 3,
    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 = {http://dl.acm.org/doi/10.5555/3463952.3464214},
    urlpdf = {http://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1721.pdf},
    year = 2021
} 

 @incollection{mpm-mdabook2021,
    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},
    month = jun,
    numpages = 24,
    pages = {64--87},
    publisher = {IGI Global},
    scholar = {5411882464942243375},
    semanticscholar = {224974647},
    title = {{MDE} \& {MDA} in a Multi-Paradigm Modeling Perspective},
    url = {http://www.igi-global.com/book/advancements-model-driven-architecture-software/243747},
    year = 2021
} 

 @inproceedings{arg2p-cilc2021,
    address = {Parma, Italy},
    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},
    month = {7-9}}},
    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,
    year = 2021
} 

 @inproceedings{metabp-ai321,
    author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {Advances in Argumentation in Artificial Intelligence 2021},
    dblp = {conf/aiia/PisanoCOS21},
    editor = {D'Agostino, Marcello and Aurelio D'Asaro, Fabio and Larese, Costanza},
    iris = {11585/893243},
    issn = {1613-0073},
    keywords = {burdens of persuasion, argumentation, meta-argumentation, reasoning over burdens},
    month = nov,
    note = {Proceedings of the Workshop on Advances in Argumentation in Artificial Intelligence (AI$^{3}$ 2021), co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), Milan, November 29, 2021},
    numpages = 19,
    pages = {5:1--5:19},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {10187981790280478304},
    scopus = {2-s2.0-85125434069},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Burden of persuasion in argumentation: A meta-argumentation approach},
    url = {http://ceur-ws.org/Vol-3086/paper5.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3086/paper5.pdf},
    volume = 3086,
    year = 2021
} 

 @inproceedings{gnn-woa2021,
    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},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 18,
    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 = {http://ceur-ws.org/Vol-2963/paper18.pdf},
    volume = 2963,
    year = 2021
} 

 @inproceedings{distributedarg-woa2021,
    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},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 16,
    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 = {http://ceur-ws.org/Vol-2963/paper17.pdf},
    volume = 2963,
    year = 2021
} 

 @article{lptech4mas-jaamas35,
    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},
    note = {Collection ``Current Trends in Research on Software Agents and Agent-Based Software Development''},
    number = 1,
    numpages = 67,
    pages = {1:1--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 = {http://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 = {000579434600001},
    year = 2021
}