Per Year
@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
}
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
}
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
}
@article{detonar-ieetnsm2021,
author = {Agiollo, Andrea and Conti, Mauro and Kaliyar, Pallavi and Lin, TsungNan and Pajola, Luca},
doi = {10.1109/TNSM.2021.3075496},
ieee = {9415869},
iris = {11585/842654},
issn = {1932-4537},
journal = {IEEE Transactions on Network and Service Management},
keywords = {Internet of Things, Low Power and Lossy Networks, Routing Protocol, Networking attacks, Intrusion Detection System},
number = 2,
numpages = 13,
pages = {1178 - 1190},
publisher = {IEEE},
title = {{DETONAR}: Detection of Routing Attacks in {RPL}-based {I}o{T}},
url = {https://ieeexplore.ieee.org/document/9415869},
urlpdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9415869},
volume = 18,
wos = {000660636700006},
year = 2021
}
author = {Agiollo, Andrea and Conti, Mauro and Kaliyar, Pallavi and Lin, TsungNan and Pajola, Luca},
doi = {10.1109/TNSM.2021.3075496},
ieee = {9415869},
iris = {11585/842654},
issn = {1932-4537},
journal = {IEEE Transactions on Network and Service Management},
keywords = {Internet of Things, Low Power and Lossy Networks, Routing Protocol, Networking attacks, Intrusion Detection System},
number = 2,
numpages = 13,
pages = {1178 - 1190},
publisher = {IEEE},
title = {{DETONAR}: Detection of Routing Attacks in {RPL}-based {I}o{T}},
url = {https://ieeexplore.ieee.org/document/9415869},
urlpdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9415869},
volume = 18,
wos = {000660636700006},
year = 2021
}
@inproceedings{rgbdsemanticsegmentation-icdsc2019,
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~} # sep,
numpages = 6,
pages = {9:1--9:6},
publisher = {{ACM}},
title = {Region Merging Driven by Deep Learning for {RGB-D} Segmentation and Labeling},
url = {https://doi.org/10.1145/3349801.3349810},
wos = {000519116500009},
year = 2019
}
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~} # sep,
numpages = 6,
pages = {9:1--9:6},
publisher = {{ACM}},
title = {Region Merging Driven by Deep Learning for {RGB-D} Segmentation and Labeling},
url = {https://doi.org/10.1145/3349801.3349810},
wos = {000519116500009},
year = 2019
}