Per anno

 @inproceedings{prfl-woa2023,
    apice = {PrflWoa2023},
    author = {Passeri, Mattia and Agiollo, Andrea and Omicini, Andrea},
    booktitle = {WOA 2023 -- 24th Workshop ``From Objects to Agents''},
    dblp = {conf/woa/PasseriAO23},
    editor = {Falcone, Rino and Castelfranchi, Cristiano and Sapienza, Alessandro and Cantucci, Filippo},
    iris = {11585/950373},
    issn = {1613-0073},
    keywords = {Federated Learning; non-IID data; Peer-review},
    month = nov,
    numpages = 17,
    pages = {49--65},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {7461839519241304430},
    scopus = {2-s2.0-85179627285},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Peer-Reviewed Federated Learning},
    url = {https://ceur-ws.org/Vol-3579/paper4.pdf},
    urlopenaccess = {https://ceur-ws.org/Vol-3579/paper4.pdf},
    urlpdf = {https://ceur-ws.org/Vol-3579/paper4.pdf},
    volume = 3579,
    wos = {WOS:001788647800004},
    year = 2023
} 

 @incollection{quarrel-extraamas2023,
    apice = {QuarrelExtraamas2023},
    author = {Agiollo, Andrea and Siebert, Luciano C. and Murukannaiah, Pradeep K. and Omicini, Andrea},
    booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems},
    chapter = 6,
    dblp = {conf/extraamas/AgiolloSMO23},
    doi = {10.1007/978-3-031-40878-6_6},
    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 = {11585/940734},
    isbn = {978-3-031-40878-6},
    issn = {0302-9743},
    keywords = {Natural Language Processing, Moral Values Classification, eXplainable Artificial Intelligence, Local Post-hoc Explanations.},
    lens = {161-314-289-804-202},
    month = sep,
    numpages = 19,
    openalex = {W4386431516},
    pages = {97--115},
    publisher = {Springer},
    scholar = {16243619767560534499},
    scopus = {2-s2.0-85172189313},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing},
    url = {https://link.springer.com/10.1007/978-3-031-40878-6_6},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-40878-6_6.pdf},
    volume = 14127,
    year = 2023
} 

 @article{skiqos-jaamas37,
    apice = {SkiqosJaamas37},
    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},
    lens = {030-976-235-615-062},
    month = jun,
    number = 2,
    numpages = 30,
    openalex = {W4381996778},
    pages = {1--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,
    apice = {SkiqosWoa2022},
    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 = {https://ceur-ws.org/Vol-3261/paper3.pdf},
    urlopenaccess = {https://ceur-ws.org/Vol-3261/paper3.pdf},
    urlpdf = {https://ceur-ws.org/Vol-3261/paper3.pdf},
    volume = 3261,
    wos = {WOS:001788658400003},
    year = 2022
} 

 @inproceedings{gnn2gnn-uai2022,
    apice = {Gnn2gnnUai2022},
    author = {Agiollo, Andrea and Omicini, Andrea},
    booktitle = {Uncertainty in Artificial Intelligence},
    dblp = {conf/uai/AgiolloO22},
    editor = {Cussens, James and Zhang, Kun},
    iris = {11585/899465},
    issn = {2640-3498},
    keywords = {Graph Neural Networks, Neural Architecture Search, Generative Adversarial Networks},
    month = aug,
    note = {Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands},
    numpages = 11,
    pages = {32--42},
    publisher = {ML Research Press},
    scholar = {3643983533846865361},
    scopus = {2-s2.0-85163345190},
    series = {Proceedings of Machine Learning Research},
    title = {{GNN2GNN}: Graph Neural Networks to Generate Neural Networks},
    url = {https://proceedings.mlr.press/v180/agiollo22a.html},
    urlopenaccess = {https://proceedings.mlr.press/v180/agiollo22a/agiollo22a.pdf},
    volume = 180,
    wos = {WOS:001228408900004},
    year = 2022
} 

 @incollection{shallow2deep-extraamas2021,
    address = {Cham, Switzerland},
    apice = {Shallow2deepExtraamas2021},
    author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems. 3rd International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
    dblp = {conf/atal/AgiolloCO21},
    doi = {10.1007/978-3-030-82017-6_5},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary},
    eisbn = {978-3-030-82017-6},
    eissn = {1611-3349},
    iris = {11585/838540},
    isbn = {978-3-030-82016-9},
    issn = {0302-9743},
    keywords = {Neural Architecture Search; Evolutionary Algorithm; Opacity; Interpretability},
    lens = {037-531-814-474-551},
    numpages = 20,
    openalex = {W3186876638},
    pages = {63--82},
    publisher = {Springer},
    scholar = {8606811357246615623},
    scopus = {2-s2.0-85113325735},
    semanticscholar = {236460263},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    title = {{\it Shallow2Deep}: Restraining Neural Networks Opacity through Neural Architecture Search},
    url = {https://link.springer.com/10.1007/978-3-030-82017-6_5},
    volume = 12688,
    wos = {WOS:000691781800005},
    year = 2021
} 

 @article{nnconstrained-applsci11,
    apice = {NnhyperconstrainedAppliedSciences2021},
    articleno = 11957,
    author = {Agiollo, Andrea and Omicini, Andrea},
    doi = {10.3390/app112411957},
    iris = {11585/842440},
    issn = {2076-3417},
    journal = {Applied Sciences},
    keywords = {Load Classification; Neural Networks; Embedding; Hyper-constrained Devices},
    lens = {105-199-955-773-080},
    month = dec,
    note = {Special Issue ``Artificial Intelligence and Data Engineering in Engineering Applications''},
    number = 24,
    numpages = 13,
    openalex = {W4200260440},
    publisher = {MDPI},
    scholar = {14515352047550375229},
    scopus = {2-s2.0-85121296114},
    title = {Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices},
    url = {https://www.mdpi.com/2076-3417/11/24/11957},
    urlopenaccess = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
    urlpdf = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
    volume = 11,
    wos = {WOS:000735509300001},
    year = 2021
} 

 @inproceedings{gnn-woa2021,
    apice = {GnnWoa2021},
    articleno = 8,
    author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/AgiolloCO21},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/834362},
    issn = {1613-0073},
    keywords = {Graph Neural Networks, Machine Learning, Embedding, Computational Logic},
    lens = {161-306-059-568-654},
    location = {Bologna, Italy},
    month = oct,
    note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
    numpages = 18,
    openalex = {W3202057208},
    pages = {98--115},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {817372786663443317},
    scopus = {2-s2.0-85116916925},
    semanticscholar = {238360605},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap},
    url = {https://ceur-ws.org/Vol-2963/paper18.pdf},
    volume = 2963,
    wos = {WOS:001788669700008},
    year = 2021
} 

 @inproceedings{rgbdsemanticsegmentation-icdsc2019,
    apice = {RgbdsemanticsegmentationIcdsc2019},
    articleno = 9,
    author = {Michieli, Umberto and Camporese, Maria and Agiollo, Andrea and Pagnutti, Giampaolo and Zanuttigh, Pietro},
    booktitle = {13th International Conference on Distributed Smart Cameras (ICDSC2019)},
    dblp = {conf/icdsc/MichieliCAPZ19},
    doi = {10.1145/3349801.3349810},
    editor = {Conci, Nicola and Shan, Caifeng and Marcenaro, Lucio and Han, Jungong},
    iris = {11585/842656},
    isbn = {978-1-4503-7189-6},
    location = {Trento, Italy},
    month = {9--11}}},
    publisher = {{ACM}},
    title = {Region Merging Driven by Deep Learning for {RGB-D} Segmentation and Labeling},
    url = {https://doi.org/10.1145/3349801.3349810},
    wos = {WOS:000519116500009},
    year = 2019
}