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
}