Per Year
@inproceedings{llmbasedhealthcarechatbots-telmed2024,
author={Montagna, Sara and Aguzzi, Gianluca and Ferretti, Stefano and Pengo, Martino Francesco and Klopfenstein, Lorenz Cuno and Ungolo, Michelangelo and Magnini, Matteo},
booktitle={2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
keywords = {large language model, medical chatbot, chronic disease management},
title={LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis},
year={2024},
volume={},
number={},
pages={346-351},
keywords={Pervasive computing;Privacy;Filtering;Conferences;Computational modeling;Medical services;Chatbots;Large Language Model;Medical Chatbot;Chronic Disease Management},
doi={10.1109/PerComWorkshops59983.2024.10503257}}
author={Montagna, Sara and Aguzzi, Gianluca and Ferretti, Stefano and Pengo, Martino Francesco and Klopfenstein, Lorenz Cuno and Ungolo, Michelangelo and Magnini, Matteo},
booktitle={2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
keywords = {large language model, medical chatbot, chronic disease management},
title={LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis},
year={2024},
volume={},
number={},
pages={346-351},
keywords={Pervasive computing;Privacy;Filtering;Conferences;Computational modeling;Medical services;Chatbots;Large Language Model;Medical Chatbot;Chronic Disease Management},
doi={10.1109/PerComWorkshops59983.2024.10503257}}
@inproceedings{fauci-aequitas2024,
articleno = 8,
author = {Magnini, Matteo and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
booktitle = {AEQUITAS 2024: Fairness and Bias in AI},
editor = {Calegari, Roberta and Dignum, Virginia and O'Sullivan, Barry},
iris = {11585/995740},
keywords = {AI Fairness, FaUCI, in-processing, regularization, mitigation},
month = oct,
note = {Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024)},
numpages = 13,
pages = {8:1--8:13},
publisher = {CEUR-WS},
scholar = {12743200180573703475},
series = {CEUR Workshop Proceedings},
title = {Enforcing Fairness via Constraint Injection with {FaUCI}},
url = {https://ceur-ws.org/Vol-3808/paper8.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3808/paper8.pdf},
urlpdf = {https://ceur-ws.org/Vol-3808/paper8.pdf},
volume = 3808,
year = 2024
}
articleno = 8,
author = {Magnini, Matteo and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
booktitle = {AEQUITAS 2024: Fairness and Bias in AI},
editor = {Calegari, Roberta and Dignum, Virginia and O'Sullivan, Barry},
iris = {11585/995740},
keywords = {AI Fairness, FaUCI, in-processing, regularization, mitigation},
month = oct,
note = {Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024)},
numpages = 13,
pages = {8:1--8:13},
publisher = {CEUR-WS},
scholar = {12743200180573703475},
series = {CEUR Workshop Proceedings},
title = {Enforcing Fairness via Constraint Injection with {FaUCI}},
url = {https://ceur-ws.org/Vol-3808/paper8.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3808/paper8.pdf},
urlpdf = {https://ceur-ws.org/Vol-3808/paper8.pdf},
volume = 3808,
year = 2024
}
@article{skeislr-csur56,
acm = {3645103},
articleno = 161,
author = {Ciatto, Giovanni and Sabbatini, Federico and Agiollo, Andrea and Magnini, Matteo and Omicini, Andrea},
dblp = {journals/csur/CiattoSAMO24},
doi = {10.1145/3645103},
eissn = {1557-734},
iris = {11585/969235},
issn = {0360-0300},
journal = {ACM Computing Surveys},
keywords = {Logic; Machine learning theory; Hybrid symbolic-numeric methods; Knowledge representation and reasoning},
month = jun,
number = 6,
numpages = 35,
pages = {161:1--161:35},
publisher = {ACM},
scholar = {13701373869146776438},
scopus = {2-s2.0-85188835517},
semanticscholar = {267611660},
title = {Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review},
url = {https://dl.acm.org/doi/10.1145/3645103},
urlopenaccess = {https://dl.acm.org/doi/pdf/10.1145/3645103},
urlpdf = {https://dl.acm.org/doi/pdf/10.1145/3645103},
volume = 56,
wos = {WOS:001208566200027},
year = 2024
}
acm = {3645103},
articleno = 161,
author = {Ciatto, Giovanni and Sabbatini, Federico and Agiollo, Andrea and Magnini, Matteo and Omicini, Andrea},
dblp = {journals/csur/CiattoSAMO24},
doi = {10.1145/3645103},
eissn = {1557-734},
iris = {11585/969235},
issn = {0360-0300},
journal = {ACM Computing Surveys},
keywords = {Logic; Machine learning theory; Hybrid symbolic-numeric methods; Knowledge representation and reasoning},
month = jun,
number = 6,
numpages = 35,
pages = {161:1--161:35},
publisher = {ACM},
scholar = {13701373869146776438},
scopus = {2-s2.0-85188835517},
semanticscholar = {267611660},
title = {Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review},
url = {https://dl.acm.org/doi/10.1145/3645103},
urlopenaccess = {https://dl.acm.org/doi/pdf/10.1145/3645103},
urlpdf = {https://dl.acm.org/doi/pdf/10.1145/3645103},
volume = 56,
wos = {WOS:001208566200027},
year = 2024
}
@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},
scholar = {9917174396528512749},
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
}
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},
scholar = {9917174396528512749},
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
}