Ilaria Giordani

Orcid: 0000-0002-6065-0473

Affiliations:
  • University of Milano - Bicocca, Milan, Italy


According to our database1, Ilaria Giordani authored at least 31 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty.
Ann. Math. Artif. Intell., June, 2023

Distributional learning in multi-objective optimization of recommender systems.
J. Ambient Intell. Humaniz. Comput., 2023

A Bayesian approach for prompt optimization in pre-trained language models.
CoRR, 2023

A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport Distance.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

2022
The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores.
Big Data Cogn. Comput., 2022

Network Vulnerability Analysis in Wasserstein Spaces.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

2021
Probabilistic measures of edge criticality in graphs: a study in water distribution networks.
Appl. Netw. Sci., 2021

2020
Modelling human active search in optimizing black-box functions.
Soft Comput., 2020

Resilience in urban networked infrastructure: the case of Water Distribution Systems.
CoRR, 2020

Hyperparameter optimization for recommender systems through Bayesian optimization.
Comput. Manag. Sci., 2020

Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization.
Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization.
Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

2019
Vulnerability of public transportation networks against directed attacks and cascading failures.
Public Transp., 2019

Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization.
Comput. Oper. Res., 2019

Bayesian Optimization for Recommender System.
Proceedings of the Optimization of Complex Systems: Theory, 2019

Are Humans Bayesian in the Optimization of Black-Box Functions?
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks.
Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018
Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies.
Proceedings of the Business Information Systems Workshops, 2018

2017
Criticality assessment of terrorism related events at different time scales.
J. Ambient Intell. Humaniz. Comput., 2017

Models and architectures for emergency management.
J. Ambient Intell. Humaniz. Comput., 2017

Automatic Configuration of Kernel-Based Clustering: An Optimization Approach.
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic Simulation.
Proceedings of the 21st International Conference on Control Systems and Computer Science, 2017

2014
A reasoning approach for modelling and predicting terroristic attacks in urban environments.
Proceedings of the International Carnahan Conference on Security Technology, 2014

2013
An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics.
Proceedings of the Progress in Artificial Intelligence, 2013

2012
A new clustering approach for learning transcriptional modules.
Int. J. Data Min. Bioinform., 2012

2011
Querying sensor data for environmental monitoring.
Int. J. Sens. Networks, 2011

2010
Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset.
Comput. Oper. Res., 2010

Genetic programming for QSAR investigation of docking energy.
Appl. Soft Comput., 2010

A Software System for Data Integration and Decision Support for Evaluation of Air Pollution Health Impact.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

Semantic High Level Querying in Sensor Networks.
Proceedings of the SSW 2010, 2010


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