Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies. - Antonio Candelieri; Bruno G. Galuzzi; Ilaria Giordani; Riccardo Perego; Francesco Archetti (BIS (Workshops), 2018)

Intelligent Pump Scheduling Optimization in Water Distribution Networks. - Antonio Candelieri; Riccardo Perego; Francesco Archetti (LION, 2018)

Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network. - Yi-An Tsai; Giulia Pedrielli; Logan Mathesen; Zelda B. Zabinsky; Hao Huang 012; Antonio Candelieri; Riccardo Perego (WSC, 2018)

Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks. - Antonio Candelieri; Bruno G. Galuzzi; Ilaria Giordani; Riccardo Perego; Francesco Archetti (LION, 2019)

Are Humans Bayesian in the Optimization of Black-Box Functions? - Antonio Candelieri; Riccardo Perego; Ilaria Giordani; Francesco Archetti (NUMTA (2), 2019)

Bayesian Optimization for Recommender System. - Bruno Giovanni Galuzzi; Ilaria Giordani; Antonio Candelieri; Riccardo Perego; Francesco Archetti (WCGO, 2019)

Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems. - Riccardo Perego; Antonio Candelieri; Francesco Archetti; Danilo Pau (ICANN (2), 2020)

Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization. - Antonio Candelieri; Ilaria Giordani; Riccardo Perego; Francesco Archetti (LION, 2020)

Hyperparameter optimization for recommender systems through Bayesian optimization. - Bruno G. Galuzzi; Ilaria Giordani; Antonio Candelieri; Riccardo Perego; Francesco Archetti (Comput. Manag. Sci., 2020)

Modelling human active search in optimizing black-box functions. - Antonio Candelieri; Riccardo Perego; Ilaria Giordani; Andrea Ponti; Francesco Archetti (Soft Comput., 2020)

Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz framework. - Yaroslav D. Sergeyev; Antonio Candelieri; Dmitri E. Kvasov; Riccardo Perego (Soft Comput., 2020)

Green machine learning via augmented Gaussian processes and multi-information source optimization. - Antonio Candelieri; Riccardo Perego; Francesco Archetti (Soft Comput., 2021)

AutoTinyML for microcontrollers: Dealing with black-box deployability. - Riccardo Perego; Antonio Candelieri; Francesco Archetti; Danilo Pau (Expert Syst. Appl., 2022)