@inproceedings{NnAaaa, author="A. Purpura and G.A. Susto", title="A Bayesian Neural Model for Documents’ Relevance Estimation", booktitle="Design of Experimental Search & Information Retrieval Systems", year="2021", location="Padova" } @inproceedings{NnAaaa, author="M. Berno and M. Canil and N. Chiarello and L. Piazzon and F. Berti and F. Ferrari and A. Zaupa and N. Ferro and M. Rossi and G.A. Susto", title="A Data Management and Anomaly Detection Solution for the Entertainment Industry", booktitle="Italian Symposium on Database Systems (SEBD)", year="2021" } @article{NnAaaa, author="M. Hosseinzadeh and E. Garone and L. Schenato", title="A distributed optimal power management system for microgrids with plug&play capabilities", journal="Advanced Control for Applications", year="2021", volume="3", number="1" } @article{NnAaaa, author="M. Fabris and G. Michieletto and A. Cenedese", title="A General Regularized Distributed Solution for System State Estimation from Relative Measurements", journal="IEEE Control Systems Letters", year="2021", pages="1580--1585", volume="6", issn="2475-1456", note="This paper appears in: IEEE Control Systems Letters Print ISSN: 2475-1456 Online ISSN: 2475-1456 Digital Object Identifier: 10.1109/LCSYS.2021.3126258" } @inproceedings{NnAaaa, author="M. Berno and M. Canil and N. Chiarello and L. Piazzon and F. Berti and F. Ferrari and A. Zaupa and N. Ferro and M. Rossi and G.A. Susto", title="A Machine Learning-based Approach for Advanced Monitoring of Automated Equipment for the Entertainment Industry", booktitle="International Workshop on Metrology for Industry 4.0 & IoT", year="2021", organization="IEEE", location="Roma" } @inproceedings{NnAaaa, author="S. Tedesco and G.A. Susto and N. Gentner and A. Kyek and Y. Yang", title="A Scalable Deep Learning-based Approach for Anomaly Detection in Semiconductor Manufacturing", booktitle="Winter Simulation Conference", year="2021", month="December", location="Phoenix, AZ" } @article{NnAaaa, author="G. Michieletto and A. Cenedese and D. Zelazo", title="A Unified Dissertation on Bearing Rigidity Theory", journal="IEEE Transactions on Control of Network Systems", year="2021", pages="1624--1636", volume="8", number="4", issn="2325-5870", note="DOI: 10.1109/TCNS.2021.3077712 ISSN Information: Electronic ISSN: 2325-5870 CD: 2372-2533" } @article{NnAaaa, author="S. Chevalier and L. Schenato and L. Daniel", title="Accelerated Probabilistic Power Flow in Electrical Distribution Networks via Model Order Reduction and Neumann Series Expansion", journal="IEEE Transactions on Power Systems", year="2021" } @inproceedings{NnAaaa, author="S. Chevalier and L. Schenato and L. Daniel", title="Accelerated Probabilistic State Estimation in Distribution Grids via Model Order Reduction", booktitle="2021 IEEE Power & Energy Society General Meeting (PESGM)", year="2021" } @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="A. Fabris and A. Mishler and S. Gottardi and M. Carletti and M. Daicampi and G.A. Susto and G. Silvello", title="Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing", booktitle="Fourth AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES)", year="2021", month="May", organization="AAAI/ACM" } @article{NnAaaa, author="N. Bastianello and R. Carli and L. Schenato and M. Todescato", title="Asynchronous Distributed Optimization over Lossy Networks via Relaxed ADMM: Stability and Linear Convergence", journal="IEEE Transactions on Automatic Control", year="2021" } @article{NnAaaa, author="N. Bargellesi and A. Beghi and M. Rampazzo and G.A. Susto", title="AutoSS: A Deep Learning-Based Soft Sensor for Handling Time-Series Input Data", journal="IEEE Robotics and Automation Letters", year="2021", month="June 21", pages="6100--6107", volume="6", number="3" } @inproceedings{NnAaaa, author="R. Opromolla and F. Branz and A. Francesconi and A. Cenedese and R. Antonello and P. Iob and Z. Pavanello and D. Vertuani and A. Et", title="Chaser-Robotic Arm Combined Control and Optical Relative Navigation for Space Target Capture", booktitle="26th Conference of the Italian Association of Aeronautics and Astronautics (AIDAA 2021)", year="2021", pages="1-11" } @inproceedings{NnAaaa, author="Z. Pavanello and F. Branz and A. Francesconi and A. Cenedese and R. Antonello and F. Basana and P. Iob and A. Et", title="Combined control and navigation approach to the robotic capture of space vehicles", booktitle="72nd International Astronautical Congress (IAC)", year="2021", pages="1-13" } @inproceedings{NnAaaa, author="M. Pezzutto and E. Garone and L. Schenato", title="Constrained Control with Communication Blackouts: Theory and Experimental Validation over Wi-Fi", booktitle="Proceedings of IEEE Mediterranean Conference (MED'21)", year="2021" } @article{NnAaaa, author="N. Gentner and M. Carletti and A. Kyek and G.A. Susto and Y. Yang", title="DBAM: Making Virtual Metrology/Soft Sensing with Time Series Data Scalable Through Deep Learning", journal="Control Engineering Practice", year="2021", volume="116" } @article{NnAaaa, author="F. Branz and R. Antonello and M. Pezzutto and F. Tramarin and S. Vitturi and L. Schenato", title="Drive–by–Wi-Fi: Model–Based Control over Wireless at 1-kHz", journal="IEEE Transactions on Control Systems Technology", year="2021" } @article{NnAaaa, author="S. Arena and Y. Budrov and M. Carletti and N. Gentner and M. Maggipinto and Y. Yang and A. Beghi and A. Kyek and G.A. Susto", title="Exploiting 2D Coordinates as Bayesian Priors for Deep Learning Defect Classification of SEM Images", journal="IEEE Transactions on Semiconductor Manufacturing", year="2021" } @article{NnAaaa, author="L.C. Brito and G.A. Susto and J.N. Brito and M.A.V. Duarte", title="Fault Detection of Bearing: an Unsupervised Machine Learning Approach Exploiting Feature Extraction and Dimensionality Reduction", journal="Informatics", year="2021" } @inproceedings{NnAaaa, author="D. Biasion and A. Fabris and G. Silvello and G.A. Susto", title="Gender Bias in Italian Word Embeddings", booktitle="CLIC-IT 2020 Seventh Italian Conference on Computational Linguistics", year="2021" } @inproceedings{NnAaaa, author="B. Pozzan and G. Michieletto and A. Cenedese and D. Zelazo", title="Heterogeneous Formation Control: a Bearing Rigidity Approach", booktitle="IEEE Conference on Decision and Control (CDC2021)", year="2021", pages="6451--6456", location="Austin, TX, USA", note="DOI: 10.1109/CDC45484.2021.9683374 ISBN Information: Electronic ISBN:978-1-6654-3659-5 USB ISBN:978-1-6654-3658-8 Print on Demand(PoD) ISBN:978-1-6654-3660-1 ISSN Information: Electronic ISSN: 2576-2370 Print on Demand(PoD) ISSN: 0743-1546" } @article{NnAaaa, author="R. Fantinel and A. Cenedese and G. Fadel", title="Hybrid Learning Driven by Dynamic Descriptors for Video Classification of Reflective Surfaces", journal="IEEE Transactions on Industrial Informatics", year="2021", pages="8102--8111", volume="17", number="12", issn="1941-0050", note="DOI: 10.1109/TII.2021.3062619 ISSN Information: Print ISSN: 1551-3203 Electronic ISSN: 1941-0050" } @inproceedings{NnAaaa, author="G.M. Di Nunzio and A. Fabris and G. Silvello and G.A. Susto", title="Incentives for Item Duplication under Fair Ranking Policies", booktitle="European Conference on Information Retrieval (ECIR) 2021", year="2021", location="Lucca" } @inproceedings{NnAaaa, author="M. Viola and L. Brunelli and G.A. Susto", title="Instagram Images and Videos Popularity Prediction: a Deep Learning-Based Approach", booktitle="Italian Workshop on Artificial Intelligence and Applications for Business and Industries", year="2021" } @inproceedings{NnAaaa, author="M. Barbiero and A. Rossi and L. Schenato", title="LQR Temperature Control in smart building via real-time weather forecasting", booktitle="Proceedings of IEEE Mediterranean Conference (MED'21)", year="2021" } @inproceedings{NnAaaa, author="D. Marcato and G. Arena and D. Bortolato and F. Gelain and V. Martinelli and E. Munaron and M. Roetta and G. Savarese and G.A. Susto", title="Machine Learning-based Anomaly Detection for Particle Accelerators", booktitle="5th IEEE Conference on Control Technology and Applications (CCTA)", year="2021", location="San Diego" } @article{NnAaaa, author="I. Zorzan and S. Del Favero and A. Giarretta and R. Manganelli and B. Di Camillo and L. Schenato", title="Mathematical modelling of SigE regulatory network reveals new insights into bistability of mycobacterial stress response", journal="BMC Bioinformatics", year="2021", volume="22", number="558" } @inproceedings{NnAaaa, author="A. Fabris and A. Purpura and G. Silvello and G.A. Susto", title="Measuring Gender Stereotype Reinforcement in Information Retrieval Systems", booktitle="Proceedings of the 2021 Italian Information Retrieval Workshop", year="2021", location="Bari" } @article{NnAaaa, author="B. Elaamery and M. Pesavento and T. Aldovini and N. Lissandrini and G. Michieletto and A. Cenedese", title="Model Predictive Control for Cooperative Transportation with Feasibility-Aware Policy", journal="Robotics", year="2021", pages="84", volume="10", number="3", note="https://doi.org/10.3390/robotics10030084" } @article{NnAaaa, author="N. Dal Fabbro and M. Rossi and G. Pillonetto and L. Schenato and G. Piro", title="Model-free radio map estimation in massive MIMO systems via semi-parametric Gaussian regression", journal="IEEE Wireless Communications Letters", year="2021" } @article{NnAaaa, author="C. Favaretto and S. Spadone and C. Sestieri and V. Betti and A. Cenedese and S. Della Penna and M. Corbetta", title="Multi-band MEG signatures of BOLD connectivity reorganization during visuospatial attention", journal="Neuroimage", year="2021", note="https://doi.org/10.1016/j.neuroimage.2021.117781 " } @inproceedings{NnAaaa, author="A. Purpura and K. Buchner and G. Silvello and G.A. Susto", title="Neural Feature Selection for Learning to Rank", booktitle="Proceedings of the European Conference on Information Retrieval", year="2021", location="Lucca / Online" } @inproceedings{NnAaaa, author="N. Rossello and M. Pezzutto and L. Schenato and I. Castagliuolo and E. Garone", title="On the effect of the number of tests and their time of application in tracing policies against COVID-19", booktitle="Proceeding of 11th IFAC Symposium on Biological and Medical Systems (BMS'21)", year="2021" } @inproceedings{NnAaaa, author="L. Varotto and A. Cenedese", title="Online and Adaptive Parking Availability Mapping: An Uncertainty-Aware Active Sensing Approach for Connected Vehicles", booktitle="IEEE Intelligent Vehicles (IV2021) - workshop on Online Map Validation and Road Model Creation", year="2021", pages="31--36", location="Nagoya, Japan", note="DOI: 10.1109/IVWorkshops54471.2021.9669241 Electronic ISBN:978-1-6654-7921-9 Print on Demand(PoD) ISBN:978-1-6654-7922-6" } @inproceedings{NnAaaa, author="L. Ballotta and M. Jovanovic and L. Schenato", title="Optimal Network Topology of Multi-Agent Systems subject to Computation and Communication Latency", booktitle="Proceedings of IEEE Mediterranean Conference (MED'21)", year="2021" } @article{NnAaaa, author="L. Mancin and I. Rollo and J.F. Mota and F. Piccini and M. Carletti and G.A. Susto and G. Valle and A. Paoli", title="Optimizing Microbiota Profiles for Athletes: Dream or Reality?", journal="Exercise and sport sciences reviews", year="2021", pages="42--49", volume="49", number="1" } @inproceedings{NnAaaa, author="L. Varotto and A. Cenedese and A. Cavallaro", title="Probabilistic Radio-Visual Active Sensing for Search and Tracking", booktitle="European Control Conference (ECC2021)", year="2021", pages="417--422", location="Rotterdam, Netherlands", note="DOI: 10.23919/ECC54610.2021.9655209 Electronic ISBN:978-9-4638-4236-5 Print on Demand(PoD) ISBN:978-1-6654-7945-5" } @inproceedings{NnAaaa, author="L. Varotto and A. Cenedese", title="Probabilistic RF-Assisted Camera Wake-Up through Self-Supervised Gaussian Process Regression", booktitle="Mediterranean Conference on Control and Automation (MED2021)", year="2021", location="Puglia, Italy", note="https://arxiv.org/abs/2102.03350 Date of Conference: 22-25 June 2021 Date Added to IEEE Xplore: 15 July 2021 ISBN Information: Electronic ISBN:978-1-6654-2258-1 Print on Demand(PoD) ISBN:978-1-6654-4660-0 ISSN Information: Electronic ISSN: 2473-3504 Print on Demand(PoD) ISSN: 2325-369X DOI: 10.1109/MED51440.2021.9480295 Publisher: IEEE Conference Location: PUGLIA, Italy" } @inproceedings{NnAaaa, author="L. Varotto and A. Cenedese", title="RaViPAS - Radio-Visual Probabilistic Active Sensing", booktitle="R2T2: Robotics Research for Tomorrow's Technology", year="2021" } @article{NnAaaa, author="M. Pezzutto and N. Rossello and L. Schenato and E. Garone", title="Smart Testing and Selective Quarantine for the Control of Epidemics", journal="Annual Reviews in Control", year="2021" } @inproceedings{NnAaaa, author="L. Varotto and A. Cenedese", title="Transmitter Discovery through Radio-Visual Probabilistic Active Sensing", booktitle="25th International Conference on Methods and Models in Automation and Robotics (MMAR 2021)", year="2021", note="Published in: 2021 25th International Conference on Methods and Models in Automation and Robotics (MMAR) Date of Conference: 23-26 Aug. 2021 Date Added to IEEE Xplore: 21 September 2021 ISBN Information: Electronic ISBN:978-1-7281-7380-1 Print on Demand(PoD) ISBN:978-1-7281-7381-8 DOI: 10.1109/MMAR49549.2021.9528477" } @article{NnAaaa, author="L. Frau and G.A. Susto and T. Barbariol and E. Feltresi", title="Uncertainty estimation for Machine Learning models in Multiphase flow Applications", journal="Informatics", year="2021", volume="8", number="3" } @inproceedings{NnAaaa, author="A. Fabris and L. Parolini and S. Schneider and A. Cenedese", title="Use of probabilistic graphical methods for online map validation", booktitle="IEEE Intelligent Vehicles (IV2021) - workshop on Online Map Validation and Road Model Creation", year="2021", pages="43--48", location="Nagoya, Japan", note="DOI: 10.1109/IVWorkshops54471.2021.9669245 Electronic ISBN:978-1-6654-7921-9 Print on Demand(PoD) ISBN:978-1-6654-7922-6" }