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
} 

 @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{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}
 

 @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
} 

 @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{CroattiSn2021,
	year = 2021,
	number = 117,
	author = {Croatti, Angelo and Montagna, Sara and Lombardi, Carolina and Parati, Gianfranco and Pengo, Martino F. and Silvani, Alessandro},
	numpages = 9,
	volume = 2,
	status = {In press},
	title = {An Internet of Medical Things system to increase continuous positive airway pressure usage in patients with sleep disordered breathing},
	journal = {SN Computer Science},
	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.},
	url = {https://link.springer.com/article/10.1007%2Fs42979-021-00522-x},
	venue_list = {--}} 

 @article{CROATTI2022164,
title = {Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System},
journal = {Procedia Computer Science},
volume = {198},
pages = {164-170},
year = {2021},
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},
issn = {1877-0509},
doi = {https://doi.org/10.1016/j.procs.2021.12.224},
url = {https://www.sciencedirect.com/science/article/pii/S1877050921024637},
author = {Angelo Croatti and Marco Longoni and Sara Montagna},
keywords = {Telemedicine, Teleconsultation, Neurology, Stroke, Smartglasses},
abstract = {In the healthcare context, one of the branches where we assisted in a remarkable evolution in the last decade is telemedicine. Enhancements in the ICT landscape have driven this evolution toward the current state of the art. Nonetheless, despite its undeniable benefits – both for patients health and local health authorities economics – nowadays, telemedicine has not been fully adopted as much as it could be. The recent COVID-19 pandemic has further strengthened the role and importance of telemedicine nowadays, also highlighting the existing gaps. This paper describes a telemedicine-oriented software system called TeleStroke to support the remote diagnosis of a possible stroke, applied to an Hub&Spoke healthcare organisation.}
} 

 @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}} 

 @inproceedings{10.5555/3463952.3464215,
author = {Croatti, Angelo and Ricci, Alessandro},
title = {Programming Agent-Based Mobile Apps: The JaCa-Android Framework},
year = {2021},
isbn = {9781450383073},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
address = {Richland, SC},
booktitle = {20th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2021)},
pages = {1724–1726},
numpages = {3},
keywords = {android, agents, personal agents, BDI, Jacamo},
location = {Virtual Event, United Kingdom},
} 

 @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"
} 

 @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} 

 @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
}