Francesco Archetti

J. Glob. Optim., June, 2025

Wasserstein Barycenter Gaussian Process based Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, May, 2025

Bayesian optimization over the probability simplex.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., February, 2025

Distributionally Robust Bayesian Optimization via Sinkhorn-Based Wasserstein Barycenter.

[BibT_eX]

[DOI]

Iman Seyedi Badeleh

Mach. Learn. Knowl. Extr., 2025

2024

Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization.

[BibT_eX]

[DOI]

Mach. Learn., May, 2024

Bayesian Optimization Using Simulation-Based Multiple Information Sources over Combinatorial Structures.

[BibT_eX]

[DOI]

Mach. Learn. Knowl. Extr., 2024

A Bayesian Approach for Prompt Optimization in LLMs.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024

A Constrained-JKO Scheme for Effective and Efficient Wasserstein Gradient Flows.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024

2023

On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., June, 2023

Distributional learning in multi-objective optimization of recommender systems.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

Wasserstein enabled Bayesian optimization of composite functions.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

Uncertainty quantification and exploration-exploitation trade-off in humans.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

The Unreasonable Effectiveness of Optimal Transport Distance in the Design of Multi-Objective Evolutionary Optimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Numerical Computations: Theory and Algorithms, 2023

Multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Numerical Computations: Theory and Algorithms, 2023

A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport Distance.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Generative Models via Optimal Transport and Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

2022

AutoTinyML for microcontrollers: Dealing with black-box deployability.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

BORA: Bayesian Optimization for Resource Allocation.

[BibT_eX]

[DOI]

CoRR, 2022

The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores.

[BibT_eX]

[DOI]

Big Data Cogn. Comput., 2022

Explaining Exploration-Exploitation in Humans.

[BibT_eX]

[DOI]

Big Data Cogn. Comput., 2022

Network Vulnerability Analysis in Wasserstein Spaces.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Bayesian Optimization in Wasserstein Spaces.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

2021

Green machine learning via augmented Gaussian processes and multi-information source optimization.

[BibT_eX]

[DOI]

Riccardo Perego

Soft Comput., 2021

A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement.

[BibT_eX]

[DOI]

Intell. Syst. Appl., 2021

Gamifying optimization: a Wasserstein distance-based analysis of human search.

[BibT_eX]

[DOI]

CoRR, 2021

MISO-wiLDCosts: Multi Information Source Optimization with Location Dependent Costs.

[BibT_eX]

[DOI]

CoRR, 2021

Probabilistic measures of edge criticality in graphs: a study in water distribution networks.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2021

Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 15th International Conference, 2021

Risk aware optimization of water sensor placement.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss?

[BibT_eX]

[DOI]

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Data efficient learning of implicit control strategies in Water Distribution Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020

Modelling human active search in optimizing black-box functions.

[BibT_eX]

[DOI]

Soft Comput., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Hyperparameter optimization for recommender systems through Bayesian optimization.

[BibT_eX]

[DOI]

Comput. Manag. Sci., 2020

Optimal Scenario-Tree Selection for Multistage Stochastic Programming.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Global optimization in machine learning: the design of a predictive analytics application.

[BibT_eX]

[DOI]

Soft Comput., 2019

Vulnerability of public transportation networks against directed attacks and cascading failures.

[BibT_eX]

[DOI]

Public Transp., 2019

Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2019

Bayesian Optimization for Recommender System.

[BibT_eX]

[DOI]

Bruno Giovanni Galuzzi

Proceedings of the Optimization of Complex Systems: Theory, 2019

Are Humans Bayesian in the Optimization of Black-Box Functions?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018

Bayesian optimization of pump operations in water distribution systems.

[BibT_eX]

[DOI]

Raffaele Perego

J. Glob. Optim., 2018

Intelligent Pump Scheduling Optimization in Water Distribution Networks.

[BibT_eX]

[DOI]

Riccardo Perego

Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

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

[BibT_eX]

[DOI]

Proceedings of the Business Information Systems Workshops, 2018

Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Criticality assessment of terrorism related events at different time scales.

[BibT_eX]

[DOI]

Raul Sormani

J. Ambient Intell. Humaniz. Comput., 2017

Models and architectures for emergency management.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2017

Automatic Configuration of Kernel-Based Clustering: An Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic Simulation.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Control Systems and Computer Science, 2017

2015

Detecting Events and Sentiment on Twitter for Improving Urban Mobility.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Emotion and Sentiment in Social and Expressive Media: Opportunities and Challenges for Emotion-aware Multiagent Systems co-located with 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), 2015

2014

A p-Median approach for predicting drug response in tumour cells.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

A reasoning approach for modelling and predicting terroristic attacks in urban environments.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Mining for Variability in the Coagulation Pathway: A Systems Biology Approach.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2013

An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2013

2012

Emotional states in judicial courtrooms: An experimental investigation.

[BibT_eX]

[DOI]

Speech Commun., 2012

A new clustering approach for learning transcriptional modules.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2012

A stochastic Petri net model to simulate the intrinsic variability of tissue factor induced coagulation cascade.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2012

Stochastic Simulation of the Coagulation Cascade: A Petri Net Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

2010

A Mathematical Model for Optimal Functional Disruption of Biochemical Networks.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2010

Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach.

[BibT_eX]

[DOI]

Cristina E. Manfredotti

J. Math. Model. Algorithms, 2010

A probabilistic relational approach for web document clustering.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2010

IKNOS: inference and knowledge in networks of sensors.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2010

Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset.

[BibT_eX]

[DOI]

Leonardo Vanneschi

Comput. Oper. Res., 2010

Genetic programming for QSAR investigation of docking energy.

[BibT_eX]

[DOI]

Leonardo Vanneschi

Appl. Soft Comput., 2010

Web Page Classification: A Probabilistic Model with Relational Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

A Software System for Data Integration and Decision Support for Evaluation of Air Pollution Health Impact.

[BibT_eX]

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.

[BibT_eX]

Proceedings of the SSW 2010, 2010

Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems.

[BibT_eX]

Proceedings of the KMIS 2010, 2010

Semantics and Machine Learning: A New Generation of Court Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2010

2009

An integrated communications framework for context aware continuous monitoring with body sensor networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2009

Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on ICT Solutions for Justice, 2009

Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

2008

Enhancing web page classification through image-block importance analysis.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2008

Graph models and mathematical programming in biochemical network analysis and metabolic engineering design.

[BibT_eX]

[DOI]

Stefano Lanzeni

Comput. Math. Appl., 2008

Granular modeling of web documents: impact on information retrieval systems.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), 2008

Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on ICT Solutions for Justice, 2008

2007

Genetic programming for computational pharmacokinetics in drug discovery and development.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2007

Towards metabolic networks phylogeny using Petri Net-based expansional analysis.

[BibT_eX]

[DOI]

Stefano Lanzeni

BMC Syst. Biol., 2007

Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD50) and Plasma Protein Binding Levels (%PPB) of Drugs.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, 2007

2006

UP-DRES User Profiling for a Dynamic REcommendation System.

[BibT_eX]

[DOI]