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Reporitory of past Ph.D. dissertations

Publications Lists     [ all BibTeX ]  

Publications of year 2018
M. Maggipinto, M. Terzi, C. Masiero, A. Beghi, G.A. Susto. A Computer Vision-inspired Deep Learning Architecture for Virtual Metrology modeling with 2-Dimensional Data. IEEE Transactions on Semiconductor Manufacturing, vol. 31(3), pp. 376 - 384, 2018    [ abstract ] [BibTeX]  
M. Maggipinto, C. Masiero, A. Beghi, G.A. Susto. A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology. Procedia Manufacturing, 28th International Conference on Flexible Automation and Intelligent Manufacturing, 2018   [BibTeX]  
A. Antonello, G. Michieletto, R. Antonello, A. Cenedese. A Dual Quaternion Feedback Linearized Approach for Maneuver Regulation of Rigid Bodies. IEEE Control Systems Letters, vol. 2(3), pp. 327 -- 332, 2018    [ abstract ] [url] [BibTeX]  
G.A. Susto, M. Maggipinto, F. Zocco, S. McLoone. A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing. Procedia Manufacturing, 28th International Conference on Flexible Automation and Intelligent Manufacturing, 2018   [BibTeX]  
G.A. Susto, M. Terzi, C. Masiero, S. Pampuri, A. Schirru. A Fraud Detection Decision Support System via Human On-line Behavior Characterization and Machine Learning. 1st International Conference on Artificial Intelligence for Industries (AI4I), 2018   [BibTeX]  
G.A. Susto, A. Schirru, S. Pampuri, A. Beghi, G. De nicolao. A Hidden-Gamma Model-Based Filtering and Prediction Approach for Monotonic Health Factors in Manufacturing. Control Engineering Practice, vol. 74, pp. 84-94, 2018    [ abstract ] [url] [BibTeX]  
N. Normani, A. Urru, L. Abraham, M. Walsh, S. Tedesco, A. Cenedese, G.A. Susto, B. O'Flynn. A Machine Learning Approach for Gesture Recognition with a Lensless Smart Sensor System. 15th International Conference on Wearable and Implantable Body Sensor Networks, pp. 136--139, 2018    [ abstract ] [url] [BibTeX]  
S. McLoone, A.B. Johnston, G.A. Susto. A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles. IEEE Transactions on Automation Science and Engineering, 2018    [url] [BibTeX]  
N. Bastianello, R. Carli, L. Schenato, M. Todescato. A Partition-Based Implementation of the Relaxed ADMM for Distributed Convex Optimization over Lossy Networks. IEEE Conference on Decision and Control (CDC'18), 2018   [BibTeX]  
N. Bastianello, R. Carli, L. Schenato, M. Todescato. A Partition-Based Relaxed ADMM for Distributed Convex Optimization over Lossy Networks: Technical Proofs. 2018    [pdf] [BibTeX]  
G.A. Susto, G. Zambonin, F. Altinier, E. Pesavento, A. Beghi. A Soft Sensing approach for Clothes Load Estimation in Consumer Washing Machines. 2nd IEEE Conference on Control Technology and Applications (CCTA), 2018    [ abstract ] [BibTeX]  
K. Yildirim, R. Carli, L. Schenato. Adaptive Proportional-Integral Synchronization In Wireless Sensor Networks. IEEE Transactions on Control Systems Technology, vol. 26(2), pp. 610-623, 2018    [url] [BibTeX]  
E. Rossi, M. Bruschetta, R. Carli, Y. Chen, M. Farina. An on-line Nonlinear Model Predictive Control based two layers controlstrategy for tethered quadrotors. IEEE Conference on Decision and Control (CDC '18) (submitted), 2018   [BibTeX]  
F. Chiariotti, C. Pielli, A. Cenedese, A. Zanella, M. Zorzi. Bike Sharing as a Key Smart City Service: State of the Art and Future Developments. 7th International Conference on Modern Circuits and Systems Technologies (MOCAST 2018), 2018    [ abstract ] [BibTeX]  
M. Rampazzo, A. Beghi. Designing and Teaching of an Effective Engineering Continuing Education Course: Modeling and Simulation of HVAC Systems. Computer Applications in Engineering Education, 2018   [BibTeX]  
N. Bastianello, M. Todescato, R. Carli, L. Schenato. Distributed Optimization over Lossy Networks via Relaxed Peaceman-Rachford Splitting: a Robust ADMM Approach. European Control Confernece (ECC'18), 2018   [BibTeX]  
L. Meneghetti, M. Terzi, G.A. Susto, S. Del Favero, C. Cobelli. Fault Detection in Artificial Pancreas: A Model-Free approach. Conference on Decision and Control (CDC), 2018   [BibTeX]  
S. Dey, L. Schenato. Heavy-tails in Kalman filtering with packet losses: confidence bounds vs second moment stability. European Control Confernece (ECC'18), 2018   [BibTeX]  
G. Pillonetto, A. Chiuso. Identification of Stable Linear Systems Via the Sequential Stabilizing Spline Algorithm. Proceedings of SYSID 2018 (accepted), 2018   [BibTeX]  
G. Michieletto, S. Milani, A. Cenedese, G. Baggio. Improving Consensus-based Distributed Camera Calibration via Edge Pruning and Graph Traversal Initialization. Proceedings of the 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018   [BibTeX]  
N. Bof, R. Carli, L. Schenato. Is ADMM always faster than Average Consensus?. Automatica, vol. 91, pp. 311-315, 2018    [url] [BibTeX]  
F. Branz, M. Duzzi, L. Olivieri, F. Sansone, G. Michieletto, R. Antonello, A. Cenedese, A. Francesconi. Laboratory validation of close navigation, rendezvous and docking technologies for nanosats. Proceedings of the 4S Symposium, 2018    [ abstract ] [BibTeX]  
G.A. Susto, M. Maggipinto, G. Zannon, F. Altinier, E. Pesavento, A. Beghi. Machine Learning-based Laundry Weight Estimation for Vertical Axis Washing Machines. European Control Conference (ECC2018), 2018    [ abstract ] [BibTeX]  
A. Cenedese, P. Bettini, M. Bonotto. Model-based approach for magnetic reconstruction in axisymmetric nuclear fusion machines. IEEE Transactions on Plasma Science, vol. 46(3), pp. 636 - 644, 2018    [ abstract ] [url] [BibTeX]  
M. Rampazzo, M. Luvisotto. Modelling and simulation of a Li-ion energy storage system: Case study from the island of Ventotene in the Tyrrhenian Sea. Journal of Energy Storage, 2018   [BibTeX]  
D. Tognin, M. Rampazzo, M. Pagan, L. Carniello, A. Beghi. Modelling and Simulation of an Artificial Tide Lagoon Generation System. IAMES 2018 - 1st IFAC Workshop on Integrated Assessment Modelling for Environmental Systems, 2018   [BibTeX]  
R. Carli, K. Yildirim, L. Schenato. Multi-agent distributed optimization algorithms for partition-based linear programming (LP) problems. European Control Confernece (ECC'18), 2018   [BibTeX]  
G. Bottegal, A. Chiuso, P. Van den Hof. On Dynamic Network Modeling of Stationary Multivariate Processes. Proceedings of SYSID 2018 (accepted), 2018   [BibTeX]  
S. McLoone, F. Zocco, M. Maggipinto, G.A. Susto. On Optimising Spatial Sampling Plans for Wafer Profile Reconstruction. 3rd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control, 2018   [BibTeX]  
M. Duzzi, M. Mazzucato, R. Casagrande, L. Moro, F. Trevisi, R. Vitellino, M. Vitturi, A. Cenedese, E.C. Lorenzini, A. Francesconi. PACMAN experiment: a CubeSat-size integrated system for proximity navigation and soft-docking. Proceedings of the 4S Symposium, 2018    [ abstract ] [BibTeX]  
M. Duzzi, M. Mazzucato, R. Casagrande, L. Moro, F. Trevisi, R. Vitellino, M. Vitturi, A. Cenedese, E.C. Lorenzini, A. Francesconi. PACMAN experiment: a Parabolic Flight Campaign student experience. Proceedings of the 2nd Symposium on Space Educational Activities, 2018    [ abstract ] [BibTeX]  
K. Yildirim, R. Carli, L. Schenato. Safe Distributed Control of Wireless Power Transfer Networks. IEEE Internet of Things Journal, 2018    [url] [BibTeX]  
M. Pezzutto, F. Tramarin, L. Schenato, S. Dey. SNR-triggered Communication Rate for LQG Control over Wi-Fi. IEEE Conference on Decision and Control (CDC'18), 2018   [BibTeX]  
G. Zambonin, F. Altinier, L. Corso, A. Beghi, G.A. Susto. Soft Sensors for Estimating Laundry Weight in Household Heat Pump Tumble Dryers. Conference on Automation Science and Engineering (CASE), 2018   [BibTeX]  
N. Trivellin, D. Barbisan, D. Badocco, P. Pastore, G. Meneghesso, M. Meneghini, E. Zanoni, G. Belgioioso, A. Cenedese. Study and development of a fluorescence based sensor system for monitoring oxygen in wine production: The WOW project. Sensors, vol. 18(4), pp. 1130, 2018    [ abstract ] [url] [pdf] [BibTeX]  
G. Marchiori, A. Cenedese, E. Al. Study of a Plasma Boundary Reconstruction Method based on Reflectometric Measurements for Control Purposes. IEEE Transactions on Plasma Science, vol. 46(5), pp. 1285--1290, 2018    [ abstract ] [url] [BibTeX]  
M. Zorzi, A. Chiuso. The Harmonic Analysis of Kernel Functions. Automatica - accepted, 2018   [BibTeX]  
G. Prando, M. Zorzi, A. Bertoldo, A. Chiuso. The Role of Noise Modeling in the Estimation of Resting-State Brain Effective Connectivity. Proceedings of SYSID 2018 (accepted), 2018   [BibTeX]  
C. Tu, R.P. Rocha, M. Corbetta, S. Zampieri, M. Zorzi, S. Suweis. Warnings and caveats in brain controllability. NeuroImage, vol. 176, pp. 83--91, 2018   [BibTeX]  
A. Purpura, C. Masiero, G.A. Susto. WS4ABSA: an NMF-based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. 21st International Conference on Discovery Science (DS2018), 2018   [BibTeX]