@article {11573/1693341,
	title = {{Image Classification With Small Datasets: Overview and Benchmark}},
	journal = {IEEE ACCESS},
	volume = {{10}},
	number = {{False}},
	year = {2022},
	pages = {49233-49250},
	keywords = {Data-efficiency, image classification, neural networks, small datasets}, {benchmark},
	doi = {{10.1109/ACCESS.2022.3172939}},
	author = {Brigato, L. and Barz, B. and Iocchi, L. and Denzler, J.}
}
@article {11573/1614573,
	title = {{Exploiting Time Dynamics for One-Class and Open-Set Anomaly Detection}},
	volume = {{12855}},
	number = {{False}},
	year = {2021},
	pages = {137-148},
	keywords = {one-class, open-set, Time Dynamics}, {anomaly detection},
	doi = {{10.1007/978-3-030-87897-9\_13}},
	author = {Brigato, L. and Sartea, R. and Simonazzi, S. and Farinelli, A. and Iocchi, L. and Napoli, C.}
}
@article {11573/1618087,
	title = {{Tune It or Don{\textquoteright}t Use It: Benchmarking Data-Efficient Image Classification}},
	volume = {{2021-}},
	number = {{False}},
	year = {2021},
	pages = {1071-1080},
	keywords = {image classification, small datasets}, {machine learning},
	doi = {{10.1109/ICCVW54120.2021.00125}},
	author = {Brigato, L. and Barz, B. and Iocchi, L. and Denzler, J.}
}
@article {11573/1385040,
	title = {{A Comparative Analysis on the use of Autoencoders for Robot Security Anomaly Detection}},
	volume = {{False}},
	number = {{False}},
	year = {2019},
	pages = {984-989},
	keywords = {Learning systems, social robots}, {Computer crime},
	doi = {{10.1109/IROS40897.2019.8968105}},
	author = {Olivato, M. and Cotugno, O. and Brigato, L. and Bloisi, D. and Farinelli, A. and Iocchi, L.}
}
@article {11573/1385040,
	title = {{A Comparative Analysis on the use of Autoencoders for Robot Security Anomaly Detection}},
	volume = {{False}},
	number = {{False}},
	year = {2019},
	pages = {984-989},
	keywords = {Learning systems, social robots}, {Computer crime},
	doi = {{10.1109/IROS40897.2019.8968105}},
	author = {Olivato, M. and Cotugno, O. and Brigato, L. and Bloisi, D. and Farinelli, A. and Iocchi, L.}
}
