Ilaria Giordani

35 papers Misc 1Journal 19Unranked 15
YearRankTypeTitle / Venue / Authors
2024 — conf
A Bayesian Approach for Prompt Optimization in LLMs.
LION
Antonio Sabbatella, Andrea Ponti, Ilaria Giordani, Francesco Archetti
2023 J jnl
A Bayesian approach for prompt optimization in pre-trained language models.
CoRR
Antonio Sabbatella, Andrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti
2023 — conf
A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport Distance.
LION
Andrea Ponti, Ilaria Giordani, Antonio Candelieri, Francesco Archetti
2023 J jnl
Distributional learning in multi-objective optimization of recommender systems.
J. Ambient Intell. Humaniz. Comput.
Antonio Candelieri, Andrea Ponti, Ilaria Giordani, Anna Bosio, Francesco Archetti
2023 J jnl
On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty.
Ann. Math. Artif. Intell.
Antonio Candelieri, Andrea Ponti, Ilaria Giordani, Francesco Archetti
2022 — conf
Network Vulnerability Analysis in Wasserstein Spaces.
LION
Andrea Ponti, Antonio Irpino, Antonio Candelieri, Anna Bosio, Ilaria Giordani, Francesco Archetti
2022 J jnl
The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores.
Big Data Cogn. Comput.
Andrea Ponti, Ilaria Giordani, Matteo Mistri, Antonio Candelieri, Francesco Archetti
2021 J jnl
Probabilistic measures of edge criticality in graphs: a study in water distribution networks.
Appl. Netw. Sci.
Andrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti
2020 — conf
Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization.
LION
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2020 J jnl
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization.
CoRR
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2020 J jnl
Hyperparameter optimization for recommender systems through Bayesian optimization.
Comput. Manag. Sci.
Bruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
2020 — conf
Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization.
LION
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti
2020 J jnl
Learning Optimal Control of Water Distribution Networks through Sequential Model-based Optimization.
CoRR
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti
2020 J jnl
Modelling Human Active Search in Optimizing Black-box Functions.
CoRR
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
2020 J jnl
Modelling human active search in optimizing black-box functions.
Soft Comput.
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
2020 J jnl
Resilience in urban networked infrastructure: the case of Water Distribution Systems.
CoRR
Antonio Candelieri, Ilaria Giordani, Andrea Ponti, Francesco Archetti
2019 — conf
Are Humans Bayesian in the Optimization of Black-Box Functions?
NUMTA (2)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Francesco Archetti
2019 — conf
Bayesian Optimization for Recommender System.
WCGO
Bruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
2019 — conf
Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks.
LION
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2019 J jnl
Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization.
Comput. Oper. Res.
Antonio Candelieri, Ilaria Giordani, Francesco Archetti, Konstantin Barkalov, Iosif B. Meyerov, Alexey Polovinkin, Alexander Sysoyev, Nikolai Yu. Zolotykh
2019 J jnl
Vulnerability of public transportation networks against directed attacks and cascading failures.
Public Transp.
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti
2018 — conf
Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies.
BIS (Workshops)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2017 — conf
Automatic Configuration of Kernel-Based Clustering: An Optimization Approach.
LION
Antonio Candelieri, Ilaria Giordani, Francesco Archetti
2017 J jnl
Criticality assessment of terrorism related events at different time scales.
J. Ambient Intell. Humaniz. Comput.
Raul Sormani, Francesco Archetti, Ilaria Giordani
2017 J jnl
Models and architectures for emergency management.
J. Ambient Intell. Humaniz. Comput.
Ilaria Giordani, Francesco Archetti
2017 — conf
Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic Simulation.
CSCS
Antonio Candelieri, Ilaria Giordani, Francesco Archetti
2014 — conf
A reasoning approach for modelling and predicting terroristic attacks in urban environments.
ICCST
Francesco Archetti, Divna Djordjevic, Ilaria Giordani, Raul Sormani, Francesco Tisato
2013 Misc conf
An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics.
EPIA
Mauro Castelli, Davide Castaldi, Ilaria Giordani, Sara Silva, Leonardo Vanneschi, Francesco Archetti, Daniele Maccagnola
2013 — conf
An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics.
GECCO (Companion)
Mauro Castelli, Davide Castaldi, Leonardo Vanneschi, Ilaria Giordani, Francesco Archetti, Daniele Maccagnola
2012 J jnl
A new clustering approach for learning transcriptional modules.
Int. J. Data Min. Bioinform.
Francesco Archetti, Ilaria Giordani, Giancarlo Mauri, Enza Messina
2011 J jnl
Querying sensor data for environmental monitoring.
Int. J. Sens. Networks
Daniele Toscani, Ilaria Giordani, Mauro Cislaghi, Luigi Quarenghi
2010 — conf
A Software System for Data Integration and Decision Support for Evaluation of Air Pollution Health Impact.
ICEIS (2)
Daniele Toscani, Federica Bargna, Luigi Quarenghi, Francesco Archetti, Ilaria Giordani
2010 J jnl
Genetic programming for QSAR investigation of docking energy.
Appl. Soft Comput.
Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi
2010 J jnl
Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset.
Comput. Oper. Res.
Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi
2010 — conf
Semantic High Level Querying in Sensor Networks.
SSW
Ilaria Giordani, Daniele Toscani, Francesco Archetti, Mauro Cislaghi