@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
}
@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
}
@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{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
}
@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
}
@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
}
@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
}
@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
}
0000-0002-6655-3869