Per Year
@article{kins-jlc2023, author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea}, doi = {10.1093/logcom/exad037}, eissn = {1465-363X}, issn = {0955-792X}, journal = {Journal of Logic and Computation}, keywords = {neural network, expalinable AI, symbolic knowledge injection, KINS, PSyKI}, month = dec, number = 8, numpages = 19, pages = {1832--1850}, publisher = {Oxford University Press}, scholar = {2353304508513748358}, title = {Knowledge injection of Datalog rules via Neural Network Structuring with KINS}, url = {https://academic.oup.com/logcom/advance-article/doi/10.1093/logcom/exad037/7190990}, urlpdf = {https://academic.oup.com/logcom/advance-article-pdf/doi/10.1093/logcom/exad037/50536322/exad037.pdf}, volume = 33, wos = {001003002200001}, year = 2023 }
@article{hypercubeske-ia17, author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea}, dblp = {journals/ia/SabbatiniCCO23}, doi = {10.3233/IA-230001}, editor = {Ferrando, Angelo and Mascardi, Viviana}, iris = {11585/941033}, journal = {Intelligenza Artificiale}, keywords = {explainable AI, knowledge extraction, interpretable prediction, PSyKE}, month = jun, note = {Special issue: Selected papers from the 23rd Workshop ``From Objects to Agents'' (WOA 2022)}, number = 1, numpages = 13, pages = {63--75}, publisher = {IOS Press}, scholar = {14669296704428238758}, scopus = {2-s2.0-85168332389}, title = {Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods}, url = {https://content.iospress.com/articles/intelligenza-artificiale/ia230001}, volume = 17, year = 2023 }
@incollection{explanationprotocol-extraamas2023, author = {Ciatto, Giovanni and Magnini, Matteo and Bezcu, Berk and Aydoǧan, Reyhan and Omicini, Andrea}, booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems}, chapter = 3, dblp = {conf/extraamas/CiattoMBAO23}, doi = {10.1007/978-3-031-40878-6_3}, editor = {Calvaresi, Davide and Najjar, Amro and Omicini, Andrea and Aydoǧan, Reyhan and Carli, Rachele and Ciatto, Giovanni and Mualla, Yazan and Främling, Kary}, iris = {11585/940656}, isbn = {978-3-031-40878-6}, issn = {0302-9743}, keywords = {XAI, Recommender Systems, Multi-agent systems, Explanation protocols}, month = sep, numpages = 22, pages = {38--58}, publisher = {Springer}, scholar = {5371175139312621961}, scopus = {2-s2.0-85172214167}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {A General-Purpose Protocol for Multi-Agent based Explanations}, url = {http://link.springer.com/10.1007/978-3-031-40878-6_3}, volume = 14127, year = 2023 }
@article{skiqos-jaamas37, articleno = 27, author = {Agiollo, Andrea and Rafanelli, Andrea and Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea}, dblp = {journals/aamas/AgiolloRMCO23}, doi = {10.1007/s10458-023-09609-6}, iris = {11585/932553}, issn = {1573-7454}, journal = {Autonomous Agents and Multi-Agent Systems}, keywords = {symbolic knowledge injection, quality of service, efficiency, robustness, PSyKI}, month = jun, number = 2, numpages = 30, pages = {27:1-27:30}, scholar = {6493335879803556297}, scopus = {2-s2.0-85162972232}, semanticscholar = {259234850}, title = {Symbolic Knowledge Injection meets Intelligent Agents: {QoS} metrics and experiments}, url = {https://link.springer.com/10.1007/s10458-023-09609-6}, volume = 37, wos = {001013184000001}, year = 2023 }
@article{skerecommender-cmbp235, articleno = 107536, author = {Magnini, Matteo and Ciatto, Giovanni and Cantürk, Furkan and Aydoǧan, Reyhan and Omicini, Andrea}, dblp = {journals/cmpb/MagniniCCAO23}, doi = {10.1016/j.cmpb.2023.107536}, iris = {11585/923772}, issn = {0169-2607}, journal = {Computer Methods and Programs in Biomedicine}, keywords = {explainable artificial intelligence, symbolic knowledge extraction, recommendation systems, nutrition, neural networks}, month = jun, numpages = 32, pubmed = {37060685}, scholar = {14455392383017605572}, scopus = {2-s2.0-85152230884}, title = {Symbolic Knowledge Extraction for Explainable Nutritional Recommenders}, url = {https://www.sciencedirect.com/science/article/pii/S0169260723002018}, volume = 235, wos = {000983750400001}, year = 2023 }