Per Year
@inproceedings{skidatadegradation-woa2024, author = {Rafanelli, Andrea and Magnini, Matteo and Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea}, booktitle = {WOA 2024 -- 25th Workshop ``From Objects to Agents 2024''}, dblp = {conf/woa/RafanelliMACO24}, editor = {Alderighi, Marco and Baldoni, Matteo and Baroglio, Cristina and Micalizio, Roberto and Tedeschi, Stefano}, iris = {11585/975934}, issn = {1613-0073}, keywords = {Symbolic Knowledge Injection, Robustness, Neural Networks}, location = {Bard, AO, Italy}, month = jul, numpages = 13, pages = {20--32}, publisher = {Sun SITE Central Europe, RWTH Aachen University}, scopus = {2-s2.0-85200118300}, series = {CEUR Workshop Proceedings}, subseries = {AIxIA Series}, title = {An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation}, url = {https://ceur-ws.org/Vol-3735/paper_02.pdf}, urlopenaccess = {https://ceur-ws.org/Vol-3735/paper_02.pdf}, urlpdf = {https://ceur-ws.org/Vol-3735/paper_02.pdf}, volume = 3735, year = 2024 }
@inproceedings{abdsemimgsegm-aixia2022, address = {Aachen, Germany}, author = {Rafanelli, Andrea and Stefania Costantini and Omicini, Andrea}, booktitle = {AIxIA 2022 Discussion Papers}, chapter = 9, dblp = {conf/aiia/RafanelliCO22}, editor = {Dovier, Agostino and Montanari, Angelo and Orlandini, Andrea}, iris = {11585/933658}, issn = {1613-0073}, keywords = {neuro-symbolic, abductive reasoning, semantic segmentation, XAI}, location = {Udine, Italy}, month = jun, note = {Proceedings of the Discussion Papers -- 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) -- Udine, Italy, November 28--December 2, 2022}, numpages = 10, pages = {75--84}, publisher = {Sun SITE Central Europe, RWTH Aachen University}, scholar = {4710138681206481431}, scopus = {2-s2.0-85164192487}, series = {CEUR Workshop Proceedings}, subseries = {AIxIA Series}, title = {Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation}, url = {https://ceur-ws.org/Vol-3419/paper9.pdf}, urlopenaccess = {https://ceur-ws.org/Vol-3419/paper9.pdf}, urlpdf = {https://ceur-ws.org/Vol-3419/paper9.pdf}, volume = 3419, 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 = {WOS:001013184000001}, year = 2023 }
@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 }