Per Year

4 publications with DOI  /  2022  /  Federico Sabbatini
 @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},
    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{swpsyke-extraamas2022,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
    chapter = 8,
    dblp = {conf/atal/SabbatiniCO22},
    doi = {10.1007/978-3-031-15565-9_8},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
    iris = {11585/899474},
    isbn = {978-3-031-15564-2},
    keywords = {Symbolic Knowledge Injection, Explainable AI, XAI, Neural Networks, PSyKI},
    numpages = 19,
    pages = {124--142},
    publisher = {Springer},
    scholar = {11339767386934277898},
    scopus = {2-s2.0-85140488560},
    series = {Lecture Notes in Computer Science},
    subtitle = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9–10, 2022, Revised Selected Papers},
    title = {Semantic Web-Based Interoperability for Intelligent Agents with {PSyKE}},
    url = {http://link.springer.com/10.1007/978-3-031-15565-9_8},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-15565-9_8.pdf},
    volume = 13283,
    wos = {WOS:000870042100008},
    year = 2022
} 
 @inproceedings{skemetrics-xaifin2022,
    address = {New York, NY, USA},
    author = {Sabbatini, Federico and Calegari, Roberta},
    booktitle = {Workshop on Explainable AI in Finance @ICAIF 2022},
    doi = {10.48550/arXiv.2211.00238},
    keywords = {Explainable artificial intelligence; Symbolic knowledge extraction; Readability metrics; AutoML},
    month = {November 2},
    scholar = {5021962022669458541},
    semanticscholar = {253244189},
    title = {Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper},
    url = {https://arxiv.org/abs/2211.00238},
    urlopenaccess = {https://arxiv.org/abs/2211.00238},
    year = 2022
} 
 @inproceedings{gridrex-kr2022,
    address = {Haifa, Israel},
    author = {Sabbatini, Federico and Calegari, Roberta},
    booktitle = {19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022)},
    doi = {10.24963/kr.2022/57},
    editor = {Kern-Isberner, Gabriele and Lakemeyer, Gerhard and Meyer, Thomas},
    iris = {11585/893144},
    isbn = {978-1-956792-01-0},
    issn = {2334-1033},
    keywords = {Explainable AI, Integrating knowledge representation and machine learning, Integrating symbolic and sub-symbolic approaches, Applications of KR},
    month = {July 31--August 5},
    pages = {554--563},
    publisher = {IJCAI Organization},
    title = {Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: {GridREx} {\&} {PEDRO}},
    url = {https://proceedings.kr.org/2022/57/},
    year = 2022
} 
4 publications in 2022 with DOI • topindexbottom