Semantic High Level Querying in Sensor Networks. - Ilaria Giordani; Daniele Toscani; Francesco Archetti; Mauro Cislaghi (SSW, 2010)

A Software System for Data Integration and Decision Support for Evaluation of Air Pollution Health Impact. - Daniele Toscani; Federica Bargna; Luigi Quarenghi; Francesco Archetti; Ilaria Giordani (ICEIS (2), 2010)

Genetic programming for QSAR investigation of docking energy. - Francesco Archetti; Ilaria Giordani; Leonardo Vanneschi (Appl. Soft Comput., 2010)

Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset. - Francesco Archetti; Ilaria Giordani; Leonardo Vanneschi (Comput. Oper. Res., 2010)

Querying sensor data for environmental monitoring. - Daniele Toscani; Ilaria Giordani; Mauro Cislaghi; Luigi Quarenghi (Int. J. Sens. Networks, 2011)

A new clustering approach for learning transcriptional modules. - Francesco Archetti; Ilaria Giordani; Giancarlo Mauri; Enza Messina (Int. J. Data Min. Bioinform., 2012)

An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics. - Mauro Castelli; Davide Castaldi; Ilaria Giordani; Sara Silva; Leonardo Vanneschi; Francesco Archetti; Daniele Maccagnola (EPIA, 2013)

An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics. - Mauro Castelli; Davide Castaldi; Leonardo Vanneschi; Ilaria Giordani; Francesco Archetti; Daniele Maccagnola (GECCO (Companion), 2013)

A reasoning approach for modelling and predicting terroristic attacks in urban environments. - Francesco Archetti; Divna Djordjevic; Ilaria Giordani; Raul Sormani; Francesco Tisato (ICCST, 2014)

Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic Simulation. - Antonio Candelieri; Ilaria Giordani; Francesco Archetti (CSCS, 2017)

Automatic Configuration of Kernel-Based Clustering: An Optimization Approach. - Antonio Candelieri; Ilaria Giordani; Francesco Archetti (LION, 2017)

Models and architectures for emergency management. - Ilaria Giordani; Francesco Archetti (J. Ambient Intell. Humaniz. Comput., 2017)

Criticality assessment of terrorism related events at different time scales. - Raul Sormani; Francesco Archetti; Ilaria Giordani (J. Ambient Intell. Humaniz. Comput., 2017)

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)

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 hyperparameters of a SVM-based water demand forecasting system through parallel global optimization. - Antonio Candelieri; Ilaria Giordani; Francesco Archetti; Konstantin Barkalov; Iosif B. Meyerov; Alexey Polovinkin; Alexander Sysoyev; Nikolai Yu. Zolotykh (Comput. Oper. Res., 2019)

Vulnerability of public transportation networks against directed attacks and cascading failures. - Antonio Candelieri; Bruno G. Galuzzi; Ilaria Giordani; Francesco Archetti (Public Transp., 2019)

Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization. - Antonio Candelieri; Bruno G. Galuzzi; Ilaria Giordani; Francesco Archetti (LION, 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)

Resilience in urban networked infrastructure: the case of Water Distribution Systems. - Antonio Candelieri; Ilaria Giordani; Andrea Ponti; Francesco Archetti (CoRR, 2020)

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

Probabilistic measures of edge criticality in graphs: a study in water distribution networks. - Andrea Ponti; Antonio Candelieri; Ilaria Giordani; Francesco Archetti (Appl. Netw. Sci., 2021)

Network Vulnerability Analysis in Wasserstein Spaces. - Andrea Ponti; Antonio Irpino; Antonio Candelieri; Anna Bosio; Ilaria Giordani; Francesco Archetti (LION, 2022)

The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores. - Andrea Ponti; Ilaria Giordani; Matteo Mistri; Antonio Candelieri; Francesco Archetti (Big Data Cogn. Comput., 2022)

A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport Distance. - Andrea Ponti; Ilaria Giordani; Antonio Candelieri; Francesco Archetti (LION, 2023)

A Bayesian approach for prompt optimization in pre-trained language models. - Antonio Sabbatella; Andrea Ponti; Antonio Candelieri; Ilaria Giordani; Francesco Archetti (CoRR, 2023)

Distributional learning in multi-objective optimization of recommender systems. - Antonio Candelieri; Andrea Ponti; Ilaria Giordani; Anna Bosio; Francesco Archetti (J. Ambient Intell. Humaniz. Comput., 2023)

On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty. - Antonio Candelieri; Andrea Ponti; Ilaria Giordani; Francesco Archetti (Ann. Math. Artif. Intell., 2023)

A Bayesian Approach for Prompt Optimization in LLMs. - Antonio Sabbatella; Andrea Ponti; Ilaria Giordani; Francesco Archetti (LION, 2024)