ARCHETTI, FRANCESCO ANTONIO
ARCHETTI, FRANCESCO ANTONIO
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
A new evolutionary approach to optimal sensor placement in water distribution networks
2021 Ponti, A; Candelieri, A; Archetti, F
Risk aware optimization of water sensor placement
2021 Candelieri, A; Ponti, A; Archetti, F
A novel graph‐based vulnerability metric in urban network infrastructures: The case of water distribution networks
2021 Ponti, A; Candelieri, A; Giordani, I; Archetti, F
Sparsifying to optimize over multiple information sources: an augmented Gaussian process based algorithm
2021 Candelieri, A; Archetti, F
Green machine learning via augmented Gaussian processes and multi-information source optimization
2021 Candelieri, A; Perego, R; Archetti, F
A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement
2021 Ponti, A; Candelieri, A; Archetti, F
Learning Enabled Constrained Black-Box Optimization
2021 Archetti, F; Candelieri, A; Galuzzi, B; Perego, R
Optimal Scenario-Tree Selection for Multistage Stochastic Programming
2020 Archetti, F; Candelieri, A; Galuzzi, B; Messina, V
Energy Efficient Hyperparameters Tuning through Augmented Gaussian Processes and Multi-information Source optimization
2020 Candelieri, A; Archetti, F; Ponti, A; Perego, R
Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks
2020 Candelieri, A; Galuzzi, B; Giordani, I; Perego, R; Archetti, F
Graph data base: An enabling technology for drug prescription patterns analysis
2020 Giordani, I; Archetti, F; Candelieri, A; Arosio, G; &, ; Mattina, R
Modelling human active search in optimizing black-box functions
2020 Candelieri, A; Perego, R; Giordani, I; Ponti, A; Archetti, F
Tuning Deep Neural Network’s Hyperparameters Constrained to Deployability on Tiny Systems
2020 Perego, R; Candelieri, A; Archetti, F; Pau, D
Hyperparameter optimization for recommender systems through Bayesian optimization
2020 Galuzzi, B; Giordani, I; Candelieri, A; Perego, R; Archetti, F
Learning optimal control of water distribution networks through sequential model-based optimization
2020 Candelieri, A; Galuzzi, B; Giordani, I; Archetti, F
Bayesian Optimization for Recommender System
2020 Galuzzi, B; Giordani, I; Candelieri, A; Perego, R; Archetti, F
Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams
2019 Candelieri, A; Zhang, W; Messina, E; Archetti, F
Vulnerability of public transportation networks against directed attacks and cascading failures
2019 Candelieri, A; Galuzzi, B; Giordani, I; Archetti, F
Efficiency and resilience assessment under cascading failures in transit networks
2019 Candelieri, A; Giordani, I; Galuzzi, B; Archetti, F
Business information systems for the cost/energy management of water distribution networks: a critical appraisal of alternative optimization strategies
2019 Candelieri, A; Galuzzi, B; Giordani, I; Perego, R; Archetti, F