Per Year

@inproceedings{preface-woa2021,
   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
}

@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
}

@inproceedings{xai-arg2P-causal2021,
   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 = {http://ceur-ws.org/Vol-2970/causalpaper2.pdf},
   volume = 2970,
   year = 2021
}

@incollection{imagination-extraamas2021,
address = {Basel, Switzerland},
author = {Ciatto, Giovanni and Najjar, Amro and Calbimonte, Jean-Paul and Calvaresi, Davide},
booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third 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},
iris = {11585/842452},
isbn = {978-3-030-82016-9},
eisbn = {978-3-030-82017-6},
issn = {0302-9743},
keywords = {Multi-agent systems; Imagination; BDI; Cognitive agents; XAI},
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 = {http://link.springer.com/10.1007/978-3-030-82017-6_9},
volume = 12688,
year = 2021}

@article{montagna-joms2021,
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,
articleno = {103},
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,
   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,
   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 = {000660636700006},
   year = 2021
}

@article{selforgcoord-fgcs114,
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},
pages = {44--68},
title = {Partitioned integration and coordination via the self-organising coordination regions pattern},
url = {https://www.sciencedirect.com/science/article/pii/S0167739X20304775},
volume = 114,
year = 2021}

@article{defreasoning-j-2021,
author = {Billi, Marco and Calegari, Roberta and Contissa, Giuseppe and Lagioia, Francesca and Pisano, Giuseppe and Sartor, Galileo and Sartor, Giovanni},
doi = {10.3390/j4040061},
editor = {Ivascu, Larisa},
issn = {2571-8800},
journal = {J},
keywords = {argumentation; defeasible reasoning; tools and technologies; Arg2P},
month = dec,
note = {Special Issue The Impact of Artificial Intelligence on Law},
number = 4,
pages = {897-914},
publisher = {MDPI},
status = {Published},
title = {Argumentation and Defeasible Reasoning in the Law},
url = {https://www.mdpi.com/2571-8800/4/4/61},
volume = 4,
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{calegari-bpicail2021,
keywords = {Burden of persuasion, argumentation, legal reasoning},
year = 2021,
pages = {180–184},
author = {Calegari, Roberta and Riveret, Regis and Sartor, Giovanni},
numpages = 5,
month = jun,
publisher = {ACM},
doi = {10.1145/3462757.3466078},
isbn = {9781450385268},
title = {The Burden of Persuasion in Structured Argumentation},
booktitle = {ICAIL'21: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law},
editor = {Maranhão, Juliano and  Wyner, Adam Zachary},
url = {https://dl.acm.org/doi/10.1145/3462757.3466078},
series = {ICAIL'21},
location = {São Paulo - Brazil}}

@book{russellnorvig-ai,
   address = {Englewood Cliffs, NJ, USA},
   author = {Russell, Stuart J. and Norvig, Peter},
   edition = {4th Global},
   eisbn = {1-292-40113-3},
   isbn = {978-0-13-604259-4},
   isbn-10 = {0-13-604259-7},
   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
}

@InProceedings{bp-standardproof-clar2021,
author={Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
editor={Baroni, Pietro and Benzmüller, Christoph and Wáng, Yὶ N.},
title={Burdens of Persuasion and Standards of Proof in Structured Argumentation},
booktitle={Logic and Argumentation},
year=2021,
publisher={Springer International Publishing},
address={Cham},
pages={40--59},
doi={10.1007/978-3-030-89391-0_3},
isbn="978-3-030-89391-0"
}

@article{mlexplanations-corr210607756,
   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{microserivces-icsme2021,
author = {Pianini, Danilo and Neri, Alessandro},
booktitle = {2021 IEEE International Conference on Software Maintenance and Evolution (ICSME)},
doi = {10.1109/ICSME52107.2021.00051},
pages = {505--514},
title = {Breaking down monoliths with Microservices and DevOps: an industrial experience report},
url = {https://ieeexplore.ieee.org/document/9609206},
year = 2021}