Per Year

4 publications without Web of Science ID  /  2022  /  Federico Sabbatini
 @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
} 
 @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
} 
 @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
} 
 @inproceedings{cluster-ske-xlokr2022,
    address = {Haifa, Israel},
    author = {Sabbatini, Federico and Calegari, Roberta},
    booktitle = {XLoKR 2022 - Third Workshop on Explainable Logic-Based Knowledge Representation},
    keywords = {Explainable AI; Symbolic knowledge extraction; Clustering},
    month = {July 31},
    title = {Clustering-Based Approaches for Symbolic Knowledge Extraction},
    url = {https://arxiv.org/abs/2211.00234},
    year = 2022
} 
4 publications in 2022 without Web of Science ID • topindexbottom