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{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{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{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
}