Per anno
@incollection{shallow2deep-extraamas2021, address = {Cham, Switzerland}, author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea}, booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third 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}, numpages = 20, 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 = {http://link.springer.com/10.1007/978-3-030-82017-6_5}, volume = 12688, wos = {000691781800005}, year = 2021 }
@article{nnconstrained-applsci11, 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}, month = dec, note = {Special Issue ``Artificial Intelligence and Data Engineering in Engineering Applications''}, number = 24, 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}, url-openaccess = {https://www.mdpi.com/2076-3417/11/24/11957/pdf}, 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 = {000735509300001}, year = 2021 }
@inproceedings{gnn-woa2021, 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}, location = {Bologna, Italy}, month = oct, note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings}, numpages = 18, 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 = {http://ceur-ws.org/Vol-2963/paper18.pdf}, volume = 2963, year = 2021 }