Francesco Archetti

108 papers A* 2A 1B 1C 3Misc 2Journal 57Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Weighted Wasserstein Barycenter of Gaussian Processes for exotic Bayesian Optimization tasks. CoRR Antonio Candelieri, Francesco Archetti
2025	J	`jnl`	Bayesian optimization over the probability simplex. Ann. Math. Artif. Intell. Antonio Candelieri, Andrea Ponti, Francesco Archetti
2025	J	`jnl`	Distributionally Robust Bayesian Optimization via Sinkhorn-Based Wasserstein Barycenter. Mach. Learn. Knowl. Extr. Iman Seyedi Badeleh, Antonio Candelieri, Francesco Archetti
2025	J	`jnl`	Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels. J. Glob. Optim. Antonio Candelieri, Andrea Ponti, Francesco Archetti
2025	J	`jnl`	Gromov-Wasserstein and optimal transport: from assignment problems to probabilistic numeric. CoRR Iman Seyedi, Antonio Candelieri, Enza Messina, Francesco Archetti
2025	J	`jnl`	Wasserstein Barycenter Gaussian Process based Bayesian Optimization. CoRR Antonio Candelieri, Andrea Ponti, Francesco Archetti
2024	—	`conf`	A Bayesian Approach for Prompt Optimization in LLMs. LION Antonio Sabbatella, Andrea Ponti, Ilaria Giordani, Francesco Archetti
2024	—	`conf`	A Constrained-JKO Scheme for Effective and Efficient Wasserstein Gradient Flows. LION Antonio Candelieri, Andrea Ponti, Francesco Archetti
2024	J	`jnl`	Bayesian Optimization Using Simulation-Based Multiple Information Sources over Combinatorial Structures. Mach. Learn. Knowl. Extr. Antonio Sabbatella, Andrea Ponti, Antonio Candelieri, Francesco Archetti
2024	J	`jnl`	Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization. Mach. Learn. Antonio Candelieri, Andrea Ponti, 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	—	`conf`	Generative Models via Optimal Transport and Gaussian Processes. LION Antonio Candelieri, Andrea Ponti, Francesco Archetti
2023	—	`conf`	Multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning. NUMTA (1) Antonio Candelieri, Andrea Ponti, 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
2023	—	`conf`	The Unreasonable Effectiveness of Optimal Transport Distance in the Design of Multi-Objective Evolutionary Optimization Algorithms. NUMTA (1) Andrea Ponti, Francesco Archetti
2023	J	`jnl`	Uncertainty quantification and exploration-exploitation trade-off in humans. J. Ambient Intell. Humaniz. Comput. Antonio Candelieri, Andrea Ponti, Francesco Archetti
2023	J	`jnl`	Wasserstein enabled Bayesian optimization of composite functions. J. Ambient Intell. Humaniz. Comput. Antonio Candelieri, Andrea Ponti, Francesco Archetti
2022	J	`jnl`	AutoTinyML for microcontrollers: Dealing with black-box deployability. Expert Syst. Appl. Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
2022	J	`jnl`	BORA: Bayesian Optimization for Resource Allocation. CoRR Antonio Candelieri, Andrea Ponti, Francesco Archetti
2022	—	`conf`	Bayesian Optimization in Wasserstein Spaces. LION Antonio Candelieri, Andrea Ponti, Francesco Archetti
2022	J	`jnl`	Explaining Exploration-Exploitation in Humans. Big Data Cogn. Comput. Antonio Candelieri, Andrea Ponti, Francesco Archetti
2022	J	`jnl`	Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization. CoRR Antonio Candelieri, Andrea Ponti, Francesco Archetti
2022	J	`jnl`	Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels. CoRR Antonio Candelieri, Andrea Ponti, Francesco Archetti
2022	—	`ed.`	Learning and Intelligent Optimization - 16th International Conference, LION 2022, Milos Island, Greece, June 5-10, 2022, Revised Selected Papers LION Dimitris E. Simos, Varvara Rasskazova, Francesco Archetti, Ilias S. Kotsireas, Panos M. Pardalos
2022	—	`conf`	Network Vulnerability Analysis in Wasserstein Spaces. LION Andrea Ponti, Antonio Irpino, Antonio Candelieri, Anna Bosio, Ilaria Giordani, Francesco Archetti
2022	—	`conf`	Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes. LION Antonio Candelieri, Andrea Ponti, 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`	A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement. Intell. Syst. Appl. Andrea Ponti, Antonio Candelieri, Francesco Archetti
2021	—	`conf`	Data efficient learning of implicit control strategies in Water Distribution Networks. CASE Antonio Candelieri, Andrea Ponti, Francesco Archetti
2021	—	`conf`	Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss? CLiC-it Elisabetta Fersini, Luca Rosato, Antonio Candelieri, Francesco Archetti, Enza Messina
2021	J	`jnl`	Gamifying optimization: a Wasserstein distance-based analysis of human search. CoRR Antonio Candelieri, Andrea Ponti, Francesco Archetti
2021	J	`jnl`	Green machine learning via augmented Gaussian processes and multi-information source optimization. Soft Comput. Antonio Candelieri, Riccardo Perego, Francesco Archetti
2021	J	`jnl`	MISO-wiLDCosts: Multi Information Source Optimization with Location Dependent Costs. CoRR Antonio Candelieri, Francesco Archetti
2021	—	`conf`	Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization. LION Andrea Ponti, 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
2021	J	`jnl`	Risk Aware Optimization of Water Sensor Placement. CoRR Antonio Candelieri, Andrea Ponti, Francesco Archetti
2021	—	`conf`	Risk aware optimization of water sensor placement. GECCO Companion Antonio Candelieri, Andrea Ponti, Francesco Archetti
2021	J	`jnl`	Uncertainty quantification and exploration-exploitation trade-off in humans. CoRR Antonio Candelieri, Andrea Ponti, 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`	Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization. CoRR Antonio Candelieri, 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	—	`conf`	Optimal Scenario-Tree Selection for Multistage Stochastic Programming. LOD (1) Bruno G. Galuzzi, Enza Messina, Antonio Candelieri, 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
2020	—	`conf`	Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems. ICANN (2) Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
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	J	`jnl`	Global optimization in machine learning: the design of a predictive analytics application. Soft Comput. Antonio Candelieri, 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`	Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams. IEEE BigData Antonio Candelieri, Wenbin Zhang, Enza Messina, Francesco Archetti
2018	J	`jnl`	Bayesian optimization of pump operations in water distribution systems. J. Glob. Optim. Antonio Candelieri, Raffaele Perego, 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
2018	—	`conf`	Intelligent Pump Scheduling Optimization in Water Distribution Networks. LION Antonio Candelieri, 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
2015	—	`conf`	Detecting Events and Sentiment on Twitter for Improving Urban Mobility. ESSEM@AAMAS Antonio Candelieri, Francesco Archetti
2014	J	`jnl`	A p-Median approach for predicting drug response in tumour cells. BMC Bioinform. Elisabetta Fersini, Enza Messina, 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
2013	—	`conf`	Mining for Variability in the Coagulation Pathway: A Systems Biology Approach. EvoBIO Davide Castaldi, Daniele Maccagnola, Daniela Mari, Francesco Archetti
2012	J	`jnl`	A new clustering approach for learning transcriptional modules. Int. J. Data Min. Bioinform. Francesco Archetti, Ilaria Giordani, Giancarlo Mauri, Enza Messina
2012	Misc	`conf`	A stochastic Petri net model to simulate the intrinsic variability of tissue factor induced coagulation cascade. WSC Davide Castaldi, Francesco Archetti, Daniele Maccagnola, Daniela Mari
2012	J	`jnl`	Emotional states in judicial courtrooms: An experimental investigation. Speech Commun. Elisabetta Fersini, Enza Messina, Francesco Archetti
2012	—	`conf`	Stochastic Simulation of the Coagulation Cascade: A Petri Net Based Approach. Euro-Par Workshops Davide Castaldi, Daniele Maccagnola, Daniela Mari, Francesco Archetti
2010	J	`jnl`	A Mathematical Model for Optimal Functional Disruption of Biochemical Networks. J. Math. Model. Algorithms Guglielmo Lulli, Enza Messina, Francesco Archetti, Stefano Lanzeni
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`	A probabilistic relational approach for web document clustering. Inf. Process. Manag. Elisabetta Fersini, Enza Messina, Francesco Archetti
2010	J	`jnl`	Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach. J. Math. Model. Algorithms Elisabetta Fersini, Enza Messina, Francesco Archetti, Cristina E. Manfredotti
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	J	`jnl`	IKNOS: inference and knowledge in networks of sensors. Int. J. Sens. Networks Daniele Toscani, Francesco Archetti, Marco Frigerio, Enza Messina
2010	A*	`conf`	Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. ICDM Elisabetta Fersini, Enza Messina, Francesco Archetti
2010	—	`conf`	Semantic High Level Querying in Sensor Networks. SSW Ilaria Giordani, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
2010	—	`conf`	Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. KMIS Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
2010	C	`conf`	Semantics and Machine Learning: A New Generation of Court Management Systems. IC3K Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi
2010	C	`conf`	Web Page Classification: A Probabilistic Model with Relational Uncertainty. IPMU Elisabetta Fersini, Enza Messina, Francesco Archetti
2009	J	`jnl`	An integrated communications framework for context aware continuous monitoring with body sensor networks. IEEE J. Sel. Areas Commun. Francesco Chiti, Romano Fantacci, Francesco Archetti, Enza Messina, Daniele Toscani
2009	—	`conf`	Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach. MLDM Elisabetta Fersini, Enza Messina, Gaia Arosio, Francesco Archetti
2009	—	`conf`	Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting. ICT4Justice Elisabetta Fersini, Gaia Arosio, Enza Messina, Francesco Archetti, Daniele Toscani
2009	—	`conf`	Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification. Web Intelligence/IAT Workshops Elisabetta Fersini, Enza Messina, Francesco Archetti
2008	—	`conf`	Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain. ICT4Justice Francesco Archetti, Gaia Arosio, Elisabetta Fersini, Enza Messina
2008	J	`jnl`	Enhancing web page classification through image-block importance analysis. Inf. Process. Manag. Elisabetta Fersini, Enza Messina, Francesco Archetti
2008	—	`conf`	Granular modeling of web documents: impact on information retrieval systems. WIDM Elisabetta Fersini, Enza Messina, Francesco Archetti
2008	J	`jnl`	Graph models and mathematical programming in biochemical network analysis and metabolic engineering design. Comput. Math. Appl. Stefano Lanzeni, Enza Messina, Francesco Archetti
2007	—	`conf`	Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD EvoBIO Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
2007	J	`jnl`	Genetic programming for computational pharmacokinetics in drug discovery and development. Genet. Program. Evolvable Mach. Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
2007	J	`jnl`	Towards metabolic networks phylogeny using Petri Net-based expansional analysis. BMC Syst. Biol. Stefano Lanzeni, Enza Messina, Francesco Archetti
2006	C	`conf`	A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. FQAS Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina
2006	—	`conf`	Classifying and Counting Vehicles in Traffic Control Applications. EvoWorkshops Francesco Archetti, Enza Messina, Daniele Toscani, Leonardo Vanneschi
2006	B	`conf`	Foreground-to-Ghost Discrimination in Single-Difference Pre-processing. ACIVS Francesco Archetti, Cristina E. Manfredotti, Vincenzina Messina, Domenico G. Sorrenti
2006	A	`conf`	Genetic programming for human oral bioavailability of drugs. GECCO Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
2006	A*	`conf`	UP-DRES User Profiling for a Dynamic REcommendation System. ICDM Enza Messina, Daniele Toscani, Francesco Archetti
1993	J	`jnl`	Sensitivity analysis and optimization of stochastic Petri nets. Discret. Event Dyn. Syst. Francesco Archetti, Alexei A. Gaivoronski, Anna Sciomachen
1991	—	`conf`	Optimal Control Policies for Automated Storage/Retrieval System Using P N Model and Stochastic Optimization. PNPM Francesco Archetti, Anna Sciomachen, Alexei A. Gaivoronski
1990	J	`jnl`	Petri net-based emulation for a highly concurrent pick-and-place machine. IEEE Trans. Robotics Autom. Anna Sciomachen, Stephen J. Grotzinger, Francesco Archetti
1987	J	`jnl`	Computation of the makespan in a transfer line with station breakdowns using stochastic petri nets. Comput. Oper. Res. Francesco Archetti, Enrico Fagiuoli, Anna Sciomachen
1984	J	`jnl`	A survey on the global optimization problem: General theory and computational approaches. Ann. Oper. Res. Francesco Archetti, Fabio Schoen