@unpublished{NnAaaa, author="M. Terzi and M. Carletti and G.A. Susto", title="Improving Robustness with Image Filtering", year="20YY" } @techreport{NnAaaa, author="M. Carletti and M. Terzi and G.A. Susto", title="On the Properties of Adversarially-Trained CNNs", year="20YY" } @article{NnAaaa, author="M. Carletti and M. Terzi and G.A. Susto", title="Interpretable Anomaly Detection with DIFFI: Depth-based Feature Importance for the Isolation Forest", journal="Engineering Applications of Artificial Intelligence", year="2023", volume="119" } @article{NnAaaa, author="M. Maggipinto and M. Terzi and G.A. Susto", title="IntroVAC: Introspective Variational Classifiers for Learning Interpretable Latent Subspaces", journal="Engineering Applications of Artificial Intelligence", year="2022", month="March", volume="109" } @inproceedings{NnAaaa, author="M. Terzi and A. Achille and M. Maggipinto and G.A. Susto", title="Adversarial Training Reduces Information and Improves Transferability", booktitle="35th AAAI Conference on Artificial Intelligence", year="2021", number="arXiv:2007.11259", organization="AAAI", location="Virtual" } @inproceedings{NnAaaa, author="M. Maggipinto and M. Terzi and G.A. Susto", title="Beta-Variational Classifiers Under Attack", booktitle="IFAC World Congress", year="2020", location="Berlin" } @article{NnAaaa, author="L. Meneghetti and M. Terzi and S. Del Favero and G.A. Susto and C. Cobelli", title="Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas", journal="IEEE Transactions on Control Systems Technology", year="2020", month="January", pages="33-47", volume="28", number="1" } @article{NnAaaa, author="M. Terzi and G.A. Susto and P. Chaudhari", title="Directional Adversarial Training for Cost Sensitive Deep Learning Classification Applications", journal="Engineering Applications of Artificial Intelligence", year="2020", month="May", volume="91" } @inproceedings{NnAaaa, author="N. Bargellesi and M. Carletti and A. Cenedese and G.A. Susto and M. Terzi", title="A Random Forest-based Approach for Hand Gesture Recognition with Wireless Wearable Motion Capture Sensors", booktitle="5th IFAC International Conference on Intelligent Control and Automation Sciences", year="2019", location="Belfast", note="DOI: 10.1016/j.ifacol.2019.09.129" } @inproceedings{NnAaaa, author="A. Dalla Libera and M. Terzi and A. Rossi and G.A. Susto and R. Carli", title="Robot kinematic structure classification from time series of visual data", booktitle="2019 European Control Conference", year="2019", location="Napoli" } @article{NnAaaa, author="M. Maggipinto and M. Terzi and C. Masiero and A. Beghi and G.A. Susto", title="A Computer Vision-inspired Deep Learning Architecture for Virtual Metrology modeling with 2-Dimensional Data", journal="IEEE Transactions on Semiconductor Manufacturing", year="2018", month="August", pages="376 - 384", volume="31", number="3", issn="1558-2345" } @inproceedings{NnAaaa, author="G.A. Susto and M. Terzi and C. Masiero and S. Pampuri and A. Schirru", title="A Fraud Detection Decision Support System via Human On-line Behavior Characterization and Machine Learning", booktitle="1st International Conference on Artificial Intelligence for Industries (AI4I)", year="2018", pages="9-14", organization="IEEE", location="Los Angeles" } @inproceedings{NnAaaa, author="L. Meneghetti and M. Terzi and G.A. Susto and S. Del Favero and C. Cobelli", title="Fault Detection in Artificial Pancreas: A Model-Free approach", booktitle="Conference on Decision and Control (CDC)", year="2018", pages="303-308", organization="IEEE" } @inproceedings{NnAaaa, author="M. Terzi and A. Cenedese and G.A. Susto", title="A multivariate symbolic approach to activity recognition for wearable applications", booktitle="IFAC World Congress 2017", year="2017", pages="16435-16440" } @article{NnAaaa, author="G.A. Susto and M. Terzi and A. Beghi", title="Anomaly Detection Approaches for Semiconductor Manufacturing", journal="Procedia Manufacturing", booktitle="27th International Conference on Flexible Automation and Intelligent Manufacturing", year="2017", pages="2018-2024", volume="11", location="Modena" } @inbook{NnAaaa, author="G.A. Susto and A. Cenedese and M. Terzi", title="Time Series Classi cation Methods: Review and Applications to Power Systems Data", year="2017", month="November 8", series="Big Data Application in Power Systems", chapter="Big Data Application in Power Systems - Ch. 2.5", publisher="Elsevier", note="https://www.elsevier.com/books/big-data-application-in-power-systems/arghandeh/978-0-12-811968-6" } @inproceedings{NnAaaa, author="A. Cenedese and G.A. Susto and M. Terzi", title="A Parsimonious Approach for Activity Recognition with Wearable Devices: an Application to Cross-country Skiing", booktitle="European Control Conference 2016 (ECC'16)", year="2016", pages="2541-2546", location="Aalborg", note="DOI: 10.1109/ECC.2016.7810672 Electronic ISBN: 978-1-5090-2591-6 USB ISBN: 978-1-5090-2590-9 Print on Demand(PoD) ISBN: 978-1-5090-2592-3" } @inproceedings{2016_symbolic, author="A. Cenedese and L. Minetto and G.A. Susto and M. Terzi", title="A Symbolic Approach to Human Activity Recognition", booktitle="5th International Workshop on Symbiotic Interaction", year="2016", month="September", location="Padova" } @article{NnAaaa, author="A. Cenedese and L. Minetto and G.A. Susto and M. Terzi", title="Human Activity Recognition with Wearable Devices: A Symbolic Approach", journal="PsychNology", year="2016", pages="99-115", volume="14", number="2-3", issn="17207525" }