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ORCIDIlaria Giordani
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- affiliation: University of Milano - Bicocca, Milan, Italy
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Journal Articles
- 2023
[j14]Antonio Candelieri, Andrea Ponti
, Ilaria Giordani, Francesco Archetti:
On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty. Ann. Math. Artif. Intell. 91(2-3): 217-238 (2023)- [j13]Antonio Candelieri, Andrea Ponti, Ilaria Giordani, Anna Bosio, Francesco Archetti:
Distributional learning in multi-objective optimization of recommender systems. J. Ambient Intell. Humaniz. Comput. 14(8): 10849-10865 (2023) - 2022
- [j12]Andrea Ponti, Ilaria Giordani, Matteo Mistri, Antonio Candelieri, Francesco Archetti:
The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores. Big Data Cogn. Comput. 6(4): 138 (2022) - 2021
- [j11]Andrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti:
Probabilistic measures of edge criticality in graphs: a study in water distribution networks. Appl. Netw. Sci. 6(1): 81 (2021) - 2020
- [j10]Bruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti:
Hyperparameter optimization for recommender systems through Bayesian optimization. Comput. Manag. Sci. 17(4): 495-515 (2020) - [j9]Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti:
Modelling human active search in optimizing black-box functions. Soft Comput. 24(23): 17771-17785 (2020) - 2019
- [j8]Antonio Candelieri, Ilaria Giordani, Francesco Archetti, Konstantin Barkalov, Iosif B. Meyerov, Alexey Polovinkin, Alexander Sysoyev, Nikolai Yu. Zolotykh:
Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization. Comput. Oper. Res. 106: 202-209 (2019) - [j7]Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti:
Vulnerability of public transportation networks against directed attacks and cascading failures. Public Transp. 11(1): 27-49 (2019) - 2017
- [j6]Ilaria Giordani, Francesco Archetti:
Models and architectures for emergency management. J. Ambient Intell. Humaniz. Comput. 8(1): 1-8 (2017) - [j5]Raul Sormani, Francesco Archetti, Ilaria Giordani:
Criticality assessment of terrorism related events at different time scales. J. Ambient Intell. Humaniz. Comput. 8(1): 9-27 (2017) - 2012
- [j4]Francesco Archetti, Ilaria Giordani, Giancarlo Mauri, Enza Messina:
A new clustering approach for learning transcriptional modules. Int. J. Data Min. Bioinform. 6(3): 304-323 (2012) - 2011
- [j3]Daniele Toscani, Ilaria Giordani, Mauro Cislaghi, Luigi Quarenghi:
Querying sensor data for environmental monitoring. Int. J. Sens. Networks 10(3): 132-142 (2011) - 2010
- [j2]Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi:
Genetic programming for QSAR investigation of docking energy. Appl. Soft Comput. 10(1): 170-182 (2010) - [j1]Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi:
Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset. Comput. Oper. Res. 37(8): 1395-1405 (2010)
Conference and Workshop Papers
- 2023
- [c15]Andrea Ponti, Ilaria Giordani, Antonio Candelieri, Francesco Archetti:
A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport Distance. LION 2023: 31-45 - 2022
- [c14]Andrea Ponti, Antonio Irpino, Antonio Candelieri, Anna Bosio, Ilaria Giordani, Francesco Archetti:
Network Vulnerability Analysis in Wasserstein Spaces. LION 2022: 263-277 - 2020
- [c13]Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti:
Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization. LION 2020: 303-315 - [c12]Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti:
Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization. LION 2020: 316-323 - 2019
- [c11]Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti:
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 2019: 77-93 - [c10]Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Francesco Archetti:
Are Humans Bayesian in the Optimization of Black-Box Functions? NUMTA (2) 2019: 32-42 - [c9]Bruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti:
Bayesian Optimization for Recommender System. WCGO 2019: 751-760 - 2018
- [c8]Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti:
Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies. BIS (Workshops) 2018: 3-13 - 2017
- [c7]Antonio Candelieri, Ilaria Giordani, Francesco Archetti:
Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic Simulation. CSCS 2017: 599-605 - [c6]Antonio Candelieri, Ilaria Giordani, Francesco Archetti:
Automatic Configuration of Kernel-Based Clustering: An Optimization Approach. LION 2017: 34-49 - 2014
- [c5]Francesco Archetti, Divna Djordjevic, Ilaria Giordani, Raul Sormani, Francesco Tisato:
A reasoning approach for modelling and predicting terroristic attacks in urban environments. ICCST 2014: 1-6 - 2013
- [c4]Mauro Castelli, Davide Castaldi, Ilaria Giordani, Sara Silva, Leonardo Vanneschi, Francesco Archetti, Daniele Maccagnola:
An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics. EPIA 2013: 78-89 - [c3]Mauro Castelli, Davide Castaldi, Leonardo Vanneschi, Ilaria Giordani, Francesco Archetti, Daniele Maccagnola:
An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics. GECCO (Companion) 2013: 137-138 - 2010
- [c2]Ilaria Giordani, Daniele Toscani, Francesco Archetti, Mauro Cislaghi:
Semantic High Level Querying in Sensor Networks. SSW 2010: 72-84 - [c1]Daniele Toscani, Federica Bargna, Luigi Quarenghi, Francesco Archetti, Ilaria Giordani:
A Software System for Data Integration and Decision Support for Evaluation of Air Pollution Health Impact. ICEIS (2) 2010: 284-290
Informal and Other Publications
- 2023
- [i5]Antonio Sabbatella, Andrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti:
A Bayesian approach for prompt optimization in pre-trained language models. CoRR abs/2312.00471 (2023) - 2020
- [i4]Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti:
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. CoRR abs/2003.04207 (2020) - [i3]Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti:
Learning Optimal Control of Water Distribution Networks through Sequential Model-based Optimization. CoRR abs/2003.04268 (2020) - [i2]Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti:
Modelling Human Active Search in Optimizing Black-box Functions. CoRR abs/2003.04275 (2020) - [i1]Antonio Candelieri, Ilaria Giordani, Andrea Ponti, Francesco Archetti:
Resilience in urban networked infrastructure: the case of Water Distribution Systems. CoRR abs/2006.14622 (2020)
Coauthor Index
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