@article{NnAaaa,
	author="M. Maggipinto and A. Beghi and G.A. Susto",
	title="A Deep Convolutional Autoencoder-based Approach for Anomaly Detection with Industrial, Non-images, 2-Dimensional data: a Semiconductor Manufacturing case study",
	journal="IEEE Transactions on Automation Science and Engineering",
	year="2022",
	pages="1477-1490",
	volume="19",
	number="3"
}

@inproceedings{NnAaaa,
	author="D. Dalle Pezze and D. Deronjic and C. Masiero and D. Tosato and A. Beghi and G.A. Susto",
	title="A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring",
	booktitle="European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD)",
	year="2022",
	location="Grenoble"
}

@article{NnAaaa,
	author="N. Bastianello and L. Schenato and R. Carli",
	title="A novel bound on the convergence rate of distributed optimization ADMM-based algorithms",
	journal="Automatica",
	year="2022",
	volume="142"
}

@incollection{NnAaaa,
	author="T. Barbariol and F. Dalla Chiara and D. Marcato and G.A. Susto",
	title="A review of Tree-based approaches for Anomaly Detection",
	booktitle="Control Charts and Machine Learning for Anomaly Detection in Manufacturing",
	year="2022",
	publisher="Srpinger"
}

@inproceedings{NnAaaa,
	author="E. Marcelli and T. Barbariol and V. Savarino and A. Beghi and G.A. Susto",
	title="A Revised Isolation Forest procedure for Anomaly Detection with High Number of Data Points",
	booktitle="23rd IEEE Latin-American Test Symposium (LATS2022)",
	year="2022",
	location="Montevideo"
}

@article{NnAaaa,
	author="F. Simmini and M. Rampazzo and F. Peterle and G.A. Susto and A. Beghi",
	title="A Self-Tuning KPCA-based Approach to Fault Detection in Chiller Systems",
	journal="IEEE Transactions on Control Systems Technology",
	year="2022",
	month="July",
	volume="30",
	number="4"
}

@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="ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization",
	year="2022",
	organization="ACM",
	location="Arlington VA"
}

@article{NnAaaa,
	author="A. Fabris and S. Messina and G. Silvello and G.A. Susto",
	title="Algorithmic Fairness Datasets: the Story so Far",
	journal="Data Mining and Knowledge Discovery",
	year="2022"
}

@article{NnAaaa,
	author="H.T. Jebril and M. Pleschberger and G.A. Susto",
	title="An Autoencoder-based Approach for Fault Detection in Multi-stage Manufacturing: a Sputter Deposition and Rapid Thermal Processing case study",
	journal="IEEE Transactions on Semiconductor Manufacturing",
	year="2022"
}

@article{NnAaaa,
	author="L.C. Brito and G.A. Susto and J.N. Brito and M.A.V. Duarte",
	title="An Explainable Artificial Intelligence Approach for Unsupervised Fault Detection and Diagnosis in Rotating Machinery",
	journal="Mechanical Systems and Signal Processing",
	year="2022",
	month="January 15",
	volume="163"
}

@inproceedings{NnAaaa,
	author="E. Anello and M. Chiara and F. Ferro and F. Ferrari and B. Mukaj and A. Beghi and G.A. Susto",
	title="Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis",
	booktitle="IEEE Conference on Control Technology and Applications (CCTA)",
	year="2022"
}

@inproceedings{NnAaaa,
	author="L. Ballotta and G. Como and J. Shamma and L. Schenato",
	title="Competition-Based Resilience in Distributed Quadratic Optimization",
	booktitle="Proceedings of IEEE Int. Conf. on Decision and Control (CDC'22)",
	year="2022"
}

@inproceedings{NnAaaa,
	author="L. Lorenti and G. De Rossi and A. Annoni and S. Rigutto and G.A. Susto",
	title="CUAD-Mo: Continuos Unsupervised Anomaly Detection on Machining Operations",
	booktitle="IEEE Conference on Control Technology and Applications (CCTA)",
	year="2022"
}

@article{NnAaaa,
	author="G. Perin and F. Meneghello and R. Carli and L. Schenato and M. Rossi",
	title="EASE: Energy-Aware job Scheduling for vehicular Edge networks with renewable energy resources",
	journal="IEEE Transactions on Green Communications and Networking",
	year="2022"
}

@article{NnAaaa,
	author="D. Dalle Pezze and C. Masiero and D. Tosato and A. Beghi and G.A. Susto",
	title="FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment",
	journal="IEEE Transactions on Automation Science and Engineering",
	year="2022",
	pages="1491--1502",
	volume="19",
	number="3"
}

@article{NnAaaa,
	author="G.A. Susto and A. Diebold and A. Kyek and C. Lee and N. Patel",
	title="Guest Editorial: Process-Level Machine Learning Applications in Semiconductor Manufacturing",
	journal="IEEE Transactions on Semiconductor Manufacturing",
	year="2022"
}

@article{NnAaaa,
	author="A. Purpura and G. Sartori and G. Orrù and G.A. Susto",
	title="Identifying Faked Responses in Questionnaires with Self-Attention Based Autoencoders",
	journal="Informatics",
	year="2022"
}

@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"
}

@misc{NnAaaa,
	author="A. Beghi and G.A. Susto and G. Zambonin and F. Altinier and T. Girotto and M. Rampazzo",
	title="LAUNDRY DRYING MACHINE AND CONTROL METHOD THEREOF",
	journal="Patent",
	year="2022"
}

@article{NnAaaa,
	author="A. Purpura and G. Silvello and G.A. Susto",
	title="Learning to Rank from Relevance Judgments Distributions",
	journal="Journal of the Association for Information Science and Technology",
	year="2022"
}

@inproceedings{NnAaaa,
	author="A. Purpura and G. Silvello and G.A. Susto",
	title="Learning to rank from relevance judgments distributions",
	booktitle="Italian Information Retrieval Workshop",
	year="2022",
	location="Milan"
}

@misc{NnAaaa,
	author="L.C. Brito and G.A. Susto and J.N. Brito and M.A.V. Duarte",
	title="Mechanical faults in rotating machinery dataset (normal, unbalance, misalignment, looseness)",
	journal="Mendeley Data",
	year="2022"
}

@inproceedings{NnAaaa,
	author="B. Pozzan and B. Elaamery and A. Cenedese",
	title="Non-Linear Model Predictive Control for autonomous landing of a UAV on a moving platform",
	booktitle="IEEE Conference on Control Technology and Applications (CCTA 2022)",
	year="2022",
	pages="1240-1245",
	note="10.1109/CCTA49430.2022.9966054"
}

@article{NnAaaa,
	author="D. Cunico and A. Cenedese and L. Zaccarian and M. Borgo",
	title="Nonlinear modeling and feedback control of boom barrier automation",
	journal="IEEE Transactions on Mechatronics",
	year="2022",
	pages="4752-4763",
	volume="27",
	number="6",
	note="10.1109/TMECH.2022.3163692"
}

@misc{NnAaaa,
	author="D. Tosato and E. Convento and C. Masiero and G.A. Susto and A. Beghi",
	title="Packaging Industry Anomaly DEtection (PIADE)",
	year="2022"
}

@article{NnAaaa,
	author="M. Pezzutto and R. Carli and M. Farina and L. Schenato",
	title="Remote MPC for Tracking over Lossy Networks",
	journal="IEEE Control Systems Letters",
	year="2022",
	pages="1040-1045",
	number="6"
}

@article{NnAaaa,
	author="G. Michieletto and F. Formaggio and A. Cenedese and S. Tomasin",
	title="Robust Localization for Secure Navigation of UAV Formations under GNSS Spoofing Attack",
	journal="IEEE Transactions of Automation Science and Engineering [early access]",
	year="2022",
	note="DOI: 10.1109/TASE.2022.3208662"
}

@inproceedings{NnAaaa,
	author="S. Wildhagen and M. Pezzutto and L. Schenato and F. Allgower",
	title="Self-triggered MPC robust to bounded packet loss via a min-max approac",
	booktitle="Proceedings of IEEE Int. Conf. on Decision and Control (CDC'22)",
	year="2022"
}

@inproceedings{NnAaaa,
	title="SMARTIC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing",
	booktitle="23rd IEEE Latin-American Test Symposium (LATS2022)",
	year="2022",
	location="Montevideo"
}

@inproceedings{NnAaaa,
	author="K.S.S. Alamin and Y. Chen and S. Gaiardelli and S. Spellini and A. Calimera and A. Beghi and G.A. Susto and F. Fummi and S. Vinco",
	title="SMARTIC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing",
	booktitle="23rd IEEE Latin-American Test Symposium (LATS2022)",
	year="2022",
	location="Montevideo"
}

@inproceedings{NnAaaa,
	author="A. Fabris and S. Messina and G. Silvello and G.A. Susto",
	title="Tackling Documentation Debt: A Survey on Algorithmic Fairness Datasets",
	booktitle="ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization",
	year="2022",
	organization="ACM",
	location="Arlington VA"
}

@article{NnAaaa,
	author="T. Barbariol and G.A. Susto",
	title="TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios",
	journal="Information Sciences",
	year="2022",
	pages="126-143",
	volume="610"
}

@article{NnAaaa,
	author="M. Pezzutto and L. Schenato and S. Dey",
	title="Transmission Power Allocation for Remote Estimation with Multi-packet Reception Capabilities",
	journal="Automatica",
	year="2022",
	volume="140",
	number="110257"
}

@inproceedings{NnAaaa,
	author="D. Cunico and A. Cenedese and L. Zaccarian and M. Borgo",
	title="Two-degree-of-freedom Robust Feedback Control of a Sliding Gate Automation",
	booktitle="IEEE International Conference on Advanced Motion Control (AMC 2022)",
	year="2022",
	pages="370--375",
	note="Published in: 2022 IEEE 17th International Conference on Advanced Motion Control (AMC)
Date of Conference: 18-20 Feb. 2022

DOI: 10.1109/AMC51637.2022.9729325

ISBN Information:
Electronic ISBN:978-1-7281-7711-3
Print on Demand(PoD) ISBN:978-1-7281-7712-0

ISSN Information:
Electronic ISSN: 1943-6580
Print on Demand(PoD) ISSN: 1943-6572

D. Cunico, A. Cenedese, L. Zaccarian and M. Borgo, "Two-degree-of-freedom Robust Feedback Control of a Sliding Gate Automation," 2022 IEEE 17th International Conference on Advanced Motion Control (AMC), 2022, pp. 370-375, doi: 10.1109/AMC51637.2022.9729325."
}

@article{NnAaaa,
	author="L. Varotto and M. Fabris and G. Michieletto and A. Cenedese",
	title="Visual sensor network stimulation model identification via Gaussian mixture model and deep embedded features",
	journal="Engineering Applications of Artificial Intelligence",
	year="2022",
	pages="105096",
	volume="114",
	note="https://doi.org/10.1016/j.engappai.2022.105096"
}

@article{NnAaaa,
	author="J. Giordano and M. Lazzaretto and G. Michieletto and A. Cenedese",
	title="Visual Sensor Networks for Indoor Real-time Surveillance and Tracking  of Multiple Targets",
	journal="Sensors",
	year="2022",
	pages="1--28",
	volume="22",
	number="7",
	note="https://doi.org/10.3390/s22072661

Giordano J, Lazzaretto M, Michieletto G, Cenedese A. Visual Sensor Networks for Indoor Real-Time Surveillance and Tracking of Multiple Targets. Sensors. 2022; 22(7):2661. https://doi.org/10.3390/s22072661"
}