Per Year

 @incollection{kill-woa2022,
    author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/MagniniCO22},
    editor = {Ferrando, Angelo and Mascardi, Viviana},
    iris = {11585/899373},
    issn = {1613-0073},
    keywords = {symbolic knowledge injection; AI; ML; neural networks; KILL; PSyKI},
    month = nov,
    numpages = 16,
    pages = {61--76},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {514437633827732665},
    scopus = {2-s2.0-85142481549},
    semanticscholar = {253270036},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {A view to a {KILL}: Knowledge Injection via Lambda Layer},
    url = {http://ceur-ws.org/Vol-3261/paper5.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3261/paper5.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3261/paper5.pdf},
    volume = 3261,
    year = 2022
} 

 @article{woa2021editorial-ia16,
    author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
    dblp = {journals/ia/CalegariCOV22},
    doi = {10.3233/IA-220141},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
    eissn = {2211-0097},
    iris = {11585/890645},
    issn = {1724-8035},
    journal = {Intelligenza Artificiale},
    month = jul,
    note = {Editorial},
    number = 1,
    numpages = 3,
    pages = {3--5},
    publisher = {IOS Press},
    scholar = {6709418487090647027},
    scopus = {2-s2.0-85134154125},
    semanticscholar = {250399907},
    title = {Special Issue for the 22nd {W}orkshop ``{F}rom {O}bjects to {A}gents'' ({WOA} 2021)},
    url = {https://content.iospress.com/articles/intelligenza-artificiale/ia220141},
    urlopenaccess = {https://content.iospress.com/download/intelligenza-artificiale/ia220141?id=intelligenza-artificiale/ia220141},
    volume = 16,
    wos = {WOS:000825367300001},
    year = 2022
} 

 @article{psyke-ia16,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    dblp = {journals/ia/SabbatiniCCO22},
    doi = {10.3233/IA-210120},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
    eissn = {2211-0097},
    iris = {11585/890822},
    issn = {1724-8035},
    journal = {Intelligenza Artificiale},
    keywords = {Explainable AI, knowledge extraction, interpretable prediction, PSyKE},
    month = jul,
    number = 1,
    numpages = 22,
    pages = {27--48},
    publisher = {IOS Press},
    scholar = {7559675640918015038},
    scopus = {2-s2.0-85134193338},
    semanticscholar = {250400188},
    title = {Symbolic knowledge extraction from opaque {ML} predictors in {PSyKE}: Platform design \& experiments},
    url = {https://content.iospress.com/articles/intelligenza-artificiale/ia220141},
    volume = 16,
    wos = {WOS:000825367300003},
    year = 2022
} 

 @incollection{skiqs-woa2022,
    author = {Agiollo, Andrea and Rafanelli, Andrea and Omicini, Andrea},
    booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/AgiolloRO22},
    editor = {Ferrando, Angelo and Mascardi, Viviana},
    iris = {11585/899383},
    issn = {1613-0073},
    keywords = {symbolic knowledge injection, quality of service, efficiency, understandability, robustness},
    month = nov,
    numpages = 18,
    pages = {30--47},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {5478874943780106057},
    scopus = {2-s2.0-85142522311},
    semanticscholar = {253270240},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
    url = {http://ceur-ws.org/Vol-3261/paper3.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3261/paper3.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3261/paper3.pdf},
    volume = 3261,
    year = 2022
} 

 @incollection{hypercube-woa2022,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/SabbatiniCCO22},
    editor = {Ferrando, Angelo and Mascardi, Viviana},
    iris = {11585/899358},
    issn = {1613-0073},
    keywords = {Explainable AI; Knowledge extraction; Interpretable prediction; PSyKE},
    month = nov,
    numpages = 13,
    pages = {48--60},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {8614662013642803891},
    scopus = {2-s2.0-85142519111},
    semanticscholar = {253270041},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model},
    url = {http://ceur-ws.org/Vol-3261/paper4.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3261/paper4.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3261/paper4.pdf},
    volume = 3261,
    year = 2022
} 

 @incollection{psyki-extraamas2022,
    author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
    chapter = 6,
    dblp = {conf/atal/MagniniCO22},
    doi = {10.1007/978-3-031-15565-9_6},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
    eisbn = {978-3-031-15565-9},
    eissn = {1611-3349},
    iris = {11585/899511},
    isbn = {978-3-031-15564-2},
    issn = {0302-9743},
    keywords = {Symbolic Knowledge Injection, Explainable AI, XAI, Neural Networks, PSyKI},
    note = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9--10, 2022, Revised Selected Papers},
    pages = {90--108},
    publisher = {Springer},
    scholar = {7587528289517313138},
    scopus = {2-s2.0-85138317005},
    semanticscholar = {252545848},
    series = {Lecture Notes in Computer Science},
    title = {On the Design of {PSyKI}: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-15565-9_6},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-15565-9_6.pdf},
    volume = 13283,
    wos = {WOS:000870042100006},
    year = 2022
}