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{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 }
@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 }
@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 }