Francesco Archetti

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 53

Top Topics

Water Distribution Networks

Top Venues

J. Ambient Intell. Humaniz. Comput.

Publications

Antonio Candelieri, Andrea Ponti, Francesco Archetti
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization. Mach. Learn. 113 (5) (2024)
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) (2023)
Antonio Sabbatella, Andrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti
A Bayesian approach for prompt optimization in pre-trained language models. CoRR (2023)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Wasserstein enabled Bayesian optimization of composite functions. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Uncertainty quantification and exploration-exploitation trade-off in humans. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Generative Models via Optimal Transport and Gaussian Processes. LION (2023)
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)
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) (2023)
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) (2022)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Explaining Exploration-Exploitation in Humans. Big Data Cogn. Comput. 6 (4) (2022)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization. CoRR (2022)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels. CoRR (2022)
Andrea Ponti, Antonio Irpino, Antonio Candelieri, Anna Bosio, Ilaria Giordani, Francesco Archetti
Network Vulnerability Analysis in Wasserstein Spaces. LION (2022)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Bayesian Optimization in Wasserstein Spaces. LION (2022)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
BORA: Bayesian Optimization for Resource Allocation. CoRR (2022)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes. LION (2022)
Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
AutoTinyML for microcontrollers: Dealing with black-box deployability. Expert Syst. Appl. 207 (2022)
Antonio Candelieri, Riccardo Perego, Francesco Archetti
Green machine learning via augmented Gaussian processes and multi-information source optimization. Soft Comput. 25 (19) (2021)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Risk Aware Optimization of Water Sensor Placement. CoRR (2021)
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) (2021)
Antonio Candelieri, Francesco Archetti
MISO-wiLDCosts: Multi Information Source Optimization with Location Dependent Costs. CoRR (2021)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Risk aware optimization of water sensor placement. GECCO Companion (2021)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Uncertainty quantification and exploration-exploitation trade-off in humans. CoRR (2021)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Gamifying optimization: a Wasserstein distance-based analysis of human search. CoRR (2021)
Antonio Candelieri, Andrea Ponti, Francesco Archetti
Data efficient learning of implicit control strategies in Water Distribution Networks. CASE (2021)
Andrea Ponti, Antonio Candelieri, Francesco Archetti
Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization. LION (2021)
Andrea Ponti, Antonio Candelieri, Francesco Archetti
A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement. Intell. Syst. Appl. (2021)
Elisabetta Fersini, Luca Rosato, Antonio Candelieri, Francesco Archetti, Enza Messina
Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss? CLiC-it (2021)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti
Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization. LION (2020)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
Modelling human active search in optimizing black-box functions. Soft Comput. 24 (23) (2020)
Bruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
Hyperparameter optimization for recommender systems through Bayesian optimization. Comput. Manag. Sci. 17 (4) (2020)
Antonio Candelieri, Riccardo Perego, Francesco Archetti
Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization. CoRR (2020)
Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems. ICANN (2) (2020)
Antonio Candelieri, Ilaria Giordani, Andrea Ponti, Francesco Archetti
Resilience in urban networked infrastructure: the case of Water Distribution Systems. CoRR (2020)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti
Learning Optimal Control of Water Distribution Networks through Sequential Model-based Optimization. CoRR (2020)
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. CoRR (2020)
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization. LION (2020)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
Modelling Human Active Search in Optimizing Black-box Functions. CoRR (2020)
Bruno G. Galuzzi, Enza Messina, Antonio Candelieri, Francesco Archetti
Optimal Scenario-Tree Selection for Multistage Stochastic Programming. LOD (1) (2020)
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)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti
Vulnerability of public transportation networks against directed attacks and cascading failures. Public Transp. 11 (1) (2019)
Bruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
Bayesian Optimization for Recommender System. WCGO (2019)
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 (2019)
Antonio Candelieri, Francesco Archetti
Global optimization in machine learning: the design of a predictive analytics application. Soft Comput. 23 (9) (2019)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Francesco Archetti
Are Humans Bayesian in the Optimization of Black-Box Functions? NUMTA (2) (2019)
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)
Antonio Candelieri, Wenbin Zhang, Enza Messina, Francesco Archetti
Automated Rehabilitation Exercises Assessment in Wearable Sensor Data Streams. IEEE BigData (2018)
Antonio Candelieri, Riccardo Perego, Francesco Archetti
Intelligent Pump Scheduling Optimization in Water Distribution Networks. LION (2018)
Antonio Candelieri, Raffaele Perego, Francesco Archetti
Bayesian optimization of pump operations in water distribution systems. J. Glob. Optim. 71 (1) (2018)
Antonio Candelieri, Ilaria Giordani, Francesco Archetti
Automatic Configuration of Kernel-Based Clustering: An Optimization Approach. LION (2017)
Antonio Candelieri, Ilaria Giordani, Francesco Archetti
Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic Simulation. CSCS (2017)
Ilaria Giordani, Francesco Archetti
Models and architectures for emergency management. J. Ambient Intell. Humaniz. Comput. 8 (1) (2017)
Raul Sormani, Francesco Archetti, Ilaria Giordani
Criticality assessment of terrorism related events at different time scales. J. Ambient Intell. Humaniz. Comput. 8 (1) (2017)
Antonio Candelieri, Francesco Archetti
Detecting Events and Sentiment on Twitter for Improving Urban Mobility. ESSEM@AAMAS (2015)
Francesco Archetti, Divna Djordjevic, Ilaria Giordani, Raul Sormani, Francesco Tisato
A reasoning approach for modelling and predicting terroristic attacks in urban environments. ICCST (2014)
Elisabetta Fersini, Enza Messina, Francesco Archetti
A p-Median approach for predicting drug response in tumour cells. BMC Bioinform. 15 (2014)
Davide Castaldi, Daniele Maccagnola, Daniela Mari, Francesco Archetti
Mining for Variability in the Coagulation Pathway: A Systems Biology Approach. EvoBIO (2013)
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)
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)
Davide Castaldi, Daniele Maccagnola, Daniela Mari, Francesco Archetti
Stochastic Simulation of the Coagulation Cascade: A Petri Net Based Approach. Euro-Par Workshops (2012)
Francesco Archetti, Ilaria Giordani, Giancarlo Mauri, Enza Messina
A new clustering approach for learning transcriptional modules. Int. J. Data Min. Bioinform. 6 (3) (2012)
Davide Castaldi, Francesco Archetti, Daniele Maccagnola, Daniela Mari
A stochastic Petri net model to simulate the intrinsic variability of tissue factor induced coagulation cascade. WSC (2012)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Emotional states in judicial courtrooms: An experimental investigation. Speech Commun. 54 (1) (2012)
Elisabetta Fersini, Enza Messina, Francesco Archetti
A probabilistic relational approach for web document clustering. Inf. Process. Manag. 46 (2) (2010)
Daniele Toscani, Francesco Archetti, Marco Frigerio, Enza Messina
IKNOS: inference and knowledge in networks of sensors. Int. J. Sens. Networks 8 (3/4) (2010)
Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. KMIS (2010)
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)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi
Semantics and Machine Learning: A New Generation of Court Management Systems. IC3K (2010)
Ilaria Giordani, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
Semantic High Level Querying in Sensor Networks. SSW (2010)
Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi
Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset. Comput. Oper. Res. 37 (8) (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Cristina E. Manfredotti
Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach. J. Math. Model. Algorithms 9 (3) (2010)
Guglielmo Lulli, Enza Messina, Francesco Archetti, Stefano Lanzeni
A Mathematical Model for Optimal Functional Disruption of Biochemical Networks. J. Math. Model. Algorithms 9 (1) (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Web Page Classification: A Probabilistic Model with Relational Uncertainty. IPMU (2010)
Francesco Archetti, Ilaria Giordani, Leonardo Vanneschi
Genetic programming for QSAR investigation of docking energy. Appl. Soft Comput. 10 (1) (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. ICDM (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification. Web Intelligence/IAT Workshops (2009)
Elisabetta Fersini, Enza Messina, Gaia Arosio, Francesco Archetti
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach. MLDM (2009)
Elisabetta Fersini, Gaia Arosio, Enza Messina, Francesco Archetti, Daniele Toscani
Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting. ICT4Justice (2009)
Francesco Chiti, Romano Fantacci, Francesco Archetti, Enza Messina, Daniele Toscani
An integrated communications framework for context aware continuous monitoring with body sensor networks. IEEE J. Sel. Areas Commun. 27 (4) (2009)
Francesco Archetti, Gaia Arosio, Elisabetta Fersini, Enza Messina
Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain. ICT4Justice (2008)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Granular modeling of web documents: impact on information retrieval systems. WIDM (2008)
Stefano Lanzeni, Enza Messina, Francesco Archetti
Graph models and mathematical programming in biochemical network analysis and metabolic engineering design. Comput. Math. Appl. 55 (5) (2008)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Enhancing web page classification through image-block importance analysis. Inf. Process. Manag. 44 (4) (2008)
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
Genetic programming for computational pharmacokinetics in drug discovery and development. Genet. Program. Evolvable Mach. 8 (4) (2007)
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
) and Plasma Protein Binding Levels (%PPB) of Drugs. EvoBIO (2007)
Stefano Lanzeni, Enza Messina, Francesco Archetti
Towards metabolic networks phylogeny using Petri Net-based expansional analysis. BMC Syst. Biol. 1 (S-1) (2007)
Francesco Archetti, Cristina E. Manfredotti, Vincenzina Messina, Domenico G. Sorrenti
Foreground-to-Ghost Discrimination in Single-Difference Pre-processing. ACIVS (2006)
Francesco Archetti, Stefano Lanzeni, Enza Messina, Leonardo Vanneschi
Genetic programming for human oral bioavailability of drugs. GECCO (2006)
Enza Messina, Daniele Toscani, Francesco Archetti
UP-DRES User Profiling for a Dynamic REcommendation System. ICDM (2006)
Francesco Archetti, Enza Messina, Daniele Toscani, Leonardo Vanneschi
Classifying and Counting Vehicles in Traffic Control Applications. EvoWorkshops (2006)
Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina
A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. FQAS (2006)
Francesco Archetti, Alexei A. Gaivoronski, Anna Sciomachen
Sensitivity analysis and optimization of stochastic Petri nets. Discret. Event Dyn. Syst. 3 (1) (1993)
Francesco Archetti, Anna Sciomachen, Alexei A. Gaivoronski
Optimal Control Policies for Automated Storage/Retrieval System Using P N Model and Stochastic Optimization. PNPM (1991)
Anna Sciomachen, Stephen J. Grotzinger, Francesco Archetti
Petri net-based emulation for a highly concurrent pick-and-place machine. IEEE Trans. Robotics Autom. 6 (2) (1990)
Francesco Archetti, Enrico Fagiuoli, Anna Sciomachen
Computation of the makespan in a transfer line with station breakdowns using stochastic petri nets. Comput. Oper. Res. 14 (5) (1987)
Francesco Archetti, Fabio Schoen
A survey on the global optimization problem: General theory and computational approaches. Ann. Oper. Res. 1 (2) (1984)