Alessandro Brusaferri

36 papers C 18Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comprehensive Framework for Uncertainty Quantification of Voxel-wise Supervised Models in IVIM MRI. CoRR Nicola Casali, Alessandro Brusaferri, Giuseppe Baselli, Stefano Fumagalli, Edoardo Micotti, Gianluigi Forloni, Riaz Hussein, Giovanna Rizzo, Alfonso Mastropietro
2025	J	`jnl`	Exploring foundation models for multi-class muscle segmentation in MR images of neuromuscular disorders: A comparative analysis of accuracy and uncertainty. Comput. Methods Programs Biomed. Nicola Casali, Alessandro Brusaferri, Giuseppe Baselli, Marco Moscatelli, Domenico Aquino, Marina Grisoli, Giovanna Rizzo, Alfonso Mastropietro
2025	J	`jnl`	From Distributional to Quantile Neural Basis Models: the case of Electricity Price Forecasting. CoRR Alessandro Brusaferri, Danial Ramin, Andrea Ballarino
2025	J	`jnl`	Km-scale dynamical downscaling through conformalized latent diffusion models. CoRR Alessandro Brusaferri, Andrea Ballarino
2025	J	`jnl`	On autoencoders for extracting muscle synergies: A study in highly variable upper limb movements. Biomed. Signal Process. Control. Manuela Giraud, Cristina Brambilla, Eleonora Guanziroli, Salvatore Facciorusso, Lorenzo Molinari Tosatti, Franco Molteni, Alessandro Brusaferri, Alessandro Scano
2025	—	`conf`	Physics-Informed CNN Ensemble for Improved Tissue Perfusion and Diffusion Estimation with Uncertainty Quantification in IVIM MRI. AIME (2) Nicola Casali, Alessandro Brusaferri, Giuseppe Baselli, Stefano Fumagalli, Edoardo Micotti, Gianluigi Forloni, Riaz Hussein, Giovanna Rizzo, Alfonso Mastropietro
2024	J	`jnl`	NBMLSS: probabilistic forecasting of electricity prices via Neural Basis Models for Location Scale and Shape. CoRR Alessandro Brusaferri, Danial Ramin, Andrea Ballarino
2024	J	`jnl`	On-line conformalized neural networks ensembles for probabilistic forecasting of day-ahead electricity prices. CoRR Alessandro Brusaferri, Andrea Ballarino, Luigi Grossi, Fabrizio Laurini
2023	J	`jnl`	Demand-side management via optimal production scheduling in power-intensive industries: The case of metal casting process. CoRR Danial Ramin, Stefano Spinelli, Alessandro Brusaferri
2023	J	`jnl`	Dynamic hoist scheduling for multi-recipe and multi-stage production lines: A logical framework. Comput. Ind. Eng. Danial Ramin, Damiano Fraizzoli, Andrea Ballarino, Alessandro Brusaferri
2022	—	`—`	Machine learning for optimization of energy intensive industrial processes. Alessandro Brusaferri
2022	—	`conf`	Uncertainty in Predictive Process Monitoring. IPMU (2) Pietro Portolani, Alessandro Brusaferri, Andrea Ballarino, Matteo Matteucci
2020	C	`conf`	A Unified PSO-based method for multi-hoist scheduling in advanced Galvanic plants. CoDIT Danial Ramin, Egidio Leo, Leonardo Nicolosi, Stefano Spinelli, Alessandro Brusaferri
2020	C	`conf`	A new modeling approach to include EAF flexibility in the energy-aware scheduling of steelmaking process. CoDIT Damiano Fraizzoli, Danial Ramin, Alessandro Brusaferri
2020	J	`jnl`	Estimation of Switched Markov Polynomial NARX models. CoRR Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
2020	C	`conf`	Extracting finite state representations from recurrent models of Industrial Cyber Physical Systems. CoDIT Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali
2020	C	`conf`	Hybrid system identification using a mixture of NARX experts with LASSO-based feature selection. CoDIT Alessandro Brusaferri, Matteo Matteucci, Pietro Portolani, Stefano Spinelli, Andrea Vitali
2020	J	`jnl`	Identification of Probability weighted ARX models with arbitrary domains. CoRR Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
2020	J	`jnl`	Learning behavioral models by recurrent neural networks with discrete latent representations with application to a flexible industrial conveyor. Comput. Ind. Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali
2020	C	`conf`	Probabilistic day-ahead energy price forecast by a Mixture Density Recurrent Neural Network. CoDIT Alessandro Brusaferri, Matteo Matteucci, Danial Ramin, Stefano Spinelli, Andrea Vitali
2020	J	`jnl`	Probabilistic electric load forecasting through Bayesian Mixture Density Networks. CoRR Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali
2019	C	`conf`	Day ahead electricity price forecast by NARX model with LASSO based features selection. INDIN Alessandro Brusaferri, Lorenzo Fagiano, Matteo Matteucci, Andrea Vitali
2019	C	`conf`	Fostering the creation of a Digital Ecosystem by a distributed IEC-61499 based automation platform. INDIN Andrea Barni, Alessandro Brusaferri, Franco Antonio Cavadini, Giuseppe Landolfi, Sandeep Patil, Dario Piga, Stefano Spinelli, Valeriy Vyatkin
2019	C	`conf`	Integrated automation system with PSO based scheduling for PCB remanufacturing plants. INDIN Alessandro Brusaferri, Egidio Leo, Leonardo Nicolosi, Danial Ramin, Stefano Spinelli
2019	C	`conf`	Nonlinear system identification using a recurrent network in a Bayesian framework. INDIN Alessandro Brusaferri, Matteo Matteucci, Pietro Portolani, Stefano Spinelli
2018	—	`conf`	A distributed control architecture for a reconfigurable manufacturing plant. ICPS Stefano Spinelli, Andrea Cataldo, Giacomo Pallucca, Alessandro Brusaferri
2017	C	`conf`	The CPS and LCA Modelling: An Integrated Approach in the Environmental Sustainability Perspective. PRO-VE Andrea Ballarino, Carlo Brondi, Alessandro Brusaferri, Guido Chizzoli
2014	C	`conf`	A novel toolbox for advanced particle swarm optimization based industrial applications. ETFA Leonardo Nicolosi, Alessandro Brusaferri, Andrea Ballarino
2014	C	`conf`	CPS-based hierarchical and self-similar automation architecture for the control and verification of reconfigurable manufacturing systems. ETFA Alessandro Brusaferri, Andrea Ballarino, Franco Antonio Cavadini, Diego Manzocchi, Mauro Mazzolini
2014	C	`conf`	System-level performance of an automation solution based on industry standards. ETFA Andrea Ballarino, Alessandro Brusaferri, Marco Cereia, Ivan Cibrario Bertolotti, Luca Durante, Tingting Hu, Egidio Leo, Leonardo Nicolosi, Lucia Seno, Stefano Spinelli, Federico Tramarin, Adriano Valenzano, Stefano Vitturi
2013	C	`conf`	Integrated software platform for advanced design and optimization of industrial manufacturing control system. ETFA Franco Antonio Cavadini, Diego Manzocchi, Mauro Mazzolini, Alessandro Brusaferri
2010	—	`conf`	Distributed Intelligent Automation Solutions for Self-adaptive Manufacturing Plants. BASYS Alessandro Brusaferri, Andrea Ballarino, Emanuele Carpanzano
2010	C	`conf`	Model-Checking based Verification approach for advanced Industrial Automation solutions. ETFA Mauro Mazzolini, Alessandro Brusaferri, Emanuele Carpanzano
2009	C	`conf`	Enabling Agile Manufacturing through Reconfigurable Control Solutions. ETFA Alessandro Brusaferri, Andrea Ballarino, Emanuele Carpanzano
2007	C	`conf`	RTAI-based execution environments for function block based control applications. ETFA George S. Doukas, Alessandro Brusaferri, Marco Colla, Kleanthis Thramboulidis
2006	C	`conf`	Applying the IEC-61499 Model to the Shoe Manufacturing Sector. ETFA Marco Colla, Alessandro Brusaferri, Emanuele Carpanzano