Enrico Barbierato

50 papers B 1C 3Journal 22Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Network Instability as a Signal of Systemic Financial Stress: An Explainable Machine-Learning Framework.
Future Internet
Livia Valentina Moretti, Enrico Barbierato, Alice Gatti
2026 J jnl
Uncertainty-Aware Machine Learning for NBA Forecasting in Digital Betting Markets.
Inf.
Matteo Montrucchio, Enrico Barbierato, Alice Gatti
2025 — conf
Benchmarking Education on the Ethical Aspects of Artificial Intelligence: Integrating Empathy into AI Ethics Training.
edu4AI@ECAI
Enrico Barbierato, Alice Gatti, Marco Gribaudo
2025 J jnl
Breaking Away From AI: The Ontological and Ethical Evolution of Machine Learning.
IEEE Access
Enrico Barbierato, Alice Gatti, Alessandro Incremona, Andrea Pozzi, Daniele Toti
2025 J jnl
Data-Driven Diagnostics for Pediatric Appendicitis: Machine Learning to Minimize Misdiagnoses and Unnecessary Surgeries.
Future Internet
Deborah Maffezzoni, Enrico Barbierato, Alice Gatti
2025 — conf
Enhancing Multiformalism Models with Rewrite Engines.
EPEW
Enrico Barbierato, Lorenzo Capra, Marco Gribaudo, Mauro Iacono
2025 J jnl
Green AI's Role in Cultural Heritage and Sustainability.
ERCIM News
Enrico Barbierato, Alice Gatti
2025 C conf
Modeling Cyber Threats In Autonomous Guided Vehicles Using Mean Field Models.
ECMS
Enrico Barbierato, Serena Curzel, Alice Gatti, Marco Gribaudo, Mauro Iacono
2025 J jnl
Robust Synthetic Data Generation for Sequential Financial Models Using Hybrid Variational Autoencoder-Markov Chain Monte Carlo Architectures.
Future Internet
Francesco Bruni Prenestino, Enrico Barbierato, Alice Gatti
2025 J jnl
Topological Machine Learning for Financial Crisis Detection: Early Warning Signals from Persistent Homology.
Comput.
Ecaterina Guritanu, Enrico Barbierato, Alice Gatti
2024 J jnl
Decoding Urban Intelligence: Clustering and Feature Importance in Smart Cities.
Future Internet
Enrico Barbierato, Alice Gatti
2024 — conf
Methodologies for the Parallelization, Performance Evaluation and Scheduling of Applications for the Cloud-Edge Continuum.
AINA (5)
Antonio Esposito, Rocco Aversa, Enrico Barbierato, Maria Carla Calzarossa, Beniamino Di Martino, Luisa Massari, Ivan Giuseppe Mongiardo, Daniele Tessera, Salvatore Venticinque, Luca Zanussi, Rasha Zieni
2024 — conf
Performance Evaluation of Smart Bin Systems Using Markovian Agents for Efficient Garbage Collection.
EPEW
Enrico Barbierato, Alice Gatti, Marco Gribaudo, Mauro Iacono
2024 J jnl
Toward Green AI: A Methodological Survey of the Scientific Literature.
IEEE Access
Enrico Barbierato, Alice Gatti
2023 — ed.
Computer Performance Engineering and Stochastic Modelling - 19th European Workshop, EPEW 2023, and 27th International Conference, ASMTA 2023, Florence, Italy, June 20-23, 2023, Proceedings
EPEW
Mauro Iacono, Marco Scarpa, Enrico Barbierato, Salvatore Serrano, Davide Cerotti, Francesco Longo
2023 J jnl
Controlling Bias Between Categorical Attributes in Datasets: A Two-Step Optimization Algorithm Leveraging Structural Equation Modeling.
IEEE Access
Enrico Barbierato, Andrea Pozzi, Daniele Tessera
2023 C conf
Cost- And Performance-Based Evaluation Of Cloud-Based Disaster Recovery.
ECMS
Enrico Barbierato, Mauro Iacono, Marco Gribaudo, Michele Mastroianni
2023 J jnl
Cryptoblend: An AI-Powered Tool for Aggregation and Summarization of Cryptocurrency News.
Informatics
Andrea Pozzi, Enrico Barbierato, Daniele Toti
2023 — conf
HEALER: A Data Lake Architecture for Healthcare.
EDBT/ICDT Workshops
Carlo Manco, Tommaso Dolci, Fabio Azzalini, Enrico Barbierato, Marco Gribaudo, Letizia Tanca
2023 J jnl
Optimizing Battery Charging Using Neural Networks in the Presence of Unknown States and Parameters.
Sensors
Andrea Pozzi, Enrico Barbierato, Daniele Toti
2023 — conf
Workflow Characterization of a Big Data System Model for Healthcare Through Multiformalism.
EPEW
Tancredi Covioli, Tommaso Dolci, Fabio Azzalini, Davide Piantella, Enrico Barbierato, Marco Gribaudo
2022 J jnl
FGDB: a comprehensive graph database of ligand fragments from the Protein Data Bank.
Database J. Biol. Databases Curation
Daniele Toti, Gabriele Macari, Enrico Barbierato, Fabio Polticelli
2022 J jnl
Optimal Resource Allocation of Cloud-Based Spark Applications.
IEEE Trans. Cloud Comput.
Marco Lattuada, Enrico Barbierato, Eugenio Gianniti, Danilo Ardagna
2021 — conf
Performance Evaluation of a Data Lake Architecture via Modeling Techniques.
EPEW
Enrico Barbierato, Marco Gribaudo, Giuseppe Serazzi, Letizia Tanca
2021 J jnl
Performance evaluation for the design of a hybrid cloud based distance synchronous and asynchronous learning architecture.
Simul. Model. Pract. Theory
Enrico Barbierato, Lelio Campanile, Marco Gribaudo, Mauro Iacono, Michele Mastroianni, Stefania Nacchia
2021 J jnl
Predicting the performance of big data applications on the cloud.
J. Supercomput.
Danilo Ardagna, Enrico Barbierato, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Ana Paula Couto da Silva, Jussara M. Almeida
2020 J jnl
Multi-formalism Models for Performance Engineering.
Future Internet
Enrico Barbierato, Marco Gribaudo, Giuseppe Serazzi
2019 — conf
Evaluating the Safety of Crowds in Enclosed Spaces by Markovian Agents.
PASM
Enrico Barbierato, Marco Gribaudo, Mauro Iacono, Alexander H. Levis
2019 J jnl
Exploiting CloudSim in a multiformalism modeling approach for cloud based systems.
Simul. Model. Pract. Theory
Enrico Barbierato, Marco Gribaudo, Mauro Iacono, Agnieszka Jakobik
2019 — conf
Map-Reduce Process Algebra: A Formalism to Describe Directed Acyclic Graph Task-Based Jobs in Parallel Environments.
ASMTA
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2018 B conf
Performance Prediction of Cloud-Based Big Data Applications.
ICPE
Danilo Ardagna, Enrico Barbierato, Athanasia Evangelinou, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida
2018 — conf
Second Order Fluid Performance Evaluation Models for Interactive 3D Multimedia Streaming.
EPEW
Enrico Barbierato, Marco Gribaudo, Mauro Iacono, Pietro Piazzolla
2017 J jnl
Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications.
SIGMETRICS Perform. Evaluation Rev.
Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
2017 — conf
Modeling Crowd Behavior in a Theater.
InfQ@VALUETOOLS
Enrico Barbierato, Marco Gribaudo, Mauro Iacono, Alexander H. Levis
2016 — conf
Fluid Approximation of Pool Depletion Systems.
ASMTA
Enrico Barbierato, Marco Gribaudo, Daniele Manini
2016 — conf
Fluid Petri Nets for the Performance Evaluation of MapReduce Applications.
VALUETOOLS
Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
2016 — conf
Modeling Hybrid Systems in SIMTHESys.
PASM
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2016 J jnl
Modeling and Evaluating the Effects of Big Data Storage Resource Allocation in Global Scale Cloud Architectures.
Int. J. Data Warehous. Min.
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2016 — conf
Simulating Hybrid Systems Within SIMTHESys Multi-formalism Models.
EPEW
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2014 J jnl
Performance evaluation of NoSQL big-data applications using multi-formalism models.
Future Gener. Comput. Syst.
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2013 C conf
A Performance Modeling Language For Big Data Architectures.
ECMS
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2013 — conf
Modeling apache hive based applications in big data architectures.
VALUETOOLS
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2012 — conf
Exploiting product forms solution techniques in multiformalism modeling.
PASM/PDMC
Enrico Barbierato, Gian-Luca Dei Rossi, Marco Gribaudo, Mauro Iacono, Andrea Marin
2012 — conf
Multiformalism to Support Software Rejuvenation Modeling.
ISSRE Workshops
Enrico Barbierato, Andrea Bobbio, Marco Gribaudo, Mauro Iacono
2012 — conf
PerfBPEL: A graph-based approach for the performance analysis of BPEL SOA applications.
VALUETOOLS
Enrico Barbierato, Mauro Iacono, Stefano Marrone
2012 J jnl
The SIMTHESys multiformalism modeling framework.
Comput. Math. Appl.
Mauro Iacono, Enrico Barbierato, Marco Gribaudo
2011 — conf
A Tool Suite for Modelling Spatial Interdependencies of Distributed Systems with Markovian Agents.
EPEW
Davide Cerotti, Enrico Barbierato, Marco Gribaudo
2011 — conf
Defining Formalisms for Performance Evaluation With SIMTHESys.
PASM@ICPE
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2011 — conf
Exploiting multiformalism models for testing and performance evaluation in SIMTHESys.
VALUETOOLS
Enrico Barbierato, Marco Gribaudo, Mauro Iacono
2011 — conf
Performability Modeling of Exceptions-Aware Systems in Multiformalism Tools.
ASMTA
Enrico Barbierato, Marco Gribaudo, Mauro Iacono, Stefano Marrone