Guido Perboli

According to our database, Guido Perboli authored at least 66 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Review on Blockchain Technology, Current Challenges, and AI-Driven Solutions.

Mohamed Moetez Abdelhamid, Layth Sliman, Raoudha Ben Djemaa, Guido Perboli

ACM Comput. Surv., March, 2025

2024

Capacity planning with uncertainty on contract fulfillment.

Teodor Gabriel Crainic, Guido Perboli, Walter Rei, Mariangela Rosano, Veronica Lerma

Eur. J. Oper. Res., April, 2024

Economic Sustainability in Last-Mile Drone Delivery Problem with Fulfillment Centers: A Mathematical Formulation.

Maria Elena Bruni, Sara Khodaparasti, Guido Perboli

Proceedings of the 13th International Conference on Operations Research and Enterprise Systems, 2024

Parallel Transaction Execution in Blockchain and the Ambiguous State Representation Problem.

Vittorio Capocasale, Fernando Pedone, Guido Perboli

Proceedings of the 19th European Dependable Computing Conference, 2024

2023

A machine learning optimization approach for last-mile delivery and third-party logistics.

Maria Elena Bruni, Edoardo Fadda, Stanislav Fedorov, Guido Perboli

Comput. Oper. Res., September, 2023

Energy Efficient UAV-Based Last-Mile Delivery: A Tactical-Operational Model With Shared Depots and Non-Linear Energy Consumption.

Maria Elena Bruni, Sara Khodaparasti, Guido Perboli

IEEE Access, 2023

LSTM Noise Robustness: A Case Study for Heavy Vehicles.

Maria Elena Bruni, Guido Perboli, Filippo Velardocchia

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Identifying 5G technology enablers in the maritime sector using survey and Twitter data.

Natalia Selini Hadjidimitriou, Giulia Renzi, Michela Apruzzese, Guido Perboli, Stefano Musso

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

An expert system for automatic cyber risk assessment and its AI-based improvements.

Gabriele Gatti, Cataldo Basile, Guido Perboli

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

The effect of COVID-19 on the economic systems: evidence from the Italian case.

Maria Elena Bruni, Giacomo Masali, Guido Perboli

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Machine Learning to Forecast Rainfall Intensity.

Maria Elena Bruni, Valeria Lazzaroli, Guido Perboli, Chiara Vandoni

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Decentralizing Electric Vehicle Supply Chains: Value Proposition and System Design.

Maria Elena Bruni, Vittorio Capocasale, Marco Costantino, Stefano Musso, Guido Perboli

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

A Simulation-Optimization Approach for the Management of the On-Demand Parcel Delivery in Sharing Economy.

Guido Perboli, Mariangela Rosano, Qu Wei

IEEE Trans. Intell. Transp. Syst., 2022

A Decision Framework for Blockchain Adoption.

Vittorio Capocasale, Guido Perboli

CoRR, 2022

Standardizing Smart Contracts.

Vittorio Capocasale, Guido Perboli

IEEE Access, 2022

Analysis of Heavy Vehicles Rollover with Artificial Intelligence Techniques.

Filippo Velardocchia, Guido Perboli, Alessandro Vigliani

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Innovative Business Models in Ports' Logistics.

Stefano Musso, Guido Perboli, Michela Apruzzese, Giulia Renzi, Natalia Selini

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Interplanetary File System in Logistic Networks: a Review.

Vittorio Capocasale, Stefano Musso, Guido Perboli

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021

Natural Language Processing for the identification of Human factors in aviation accidents causes: An application to the SHEL methodology.

Guido Perboli, Marco Gajetti, Stanislav Fedorov, Simona Lo Giudice

Expert Syst. Appl., 2021

A Machine Learning-based DSS for mid and long-term company crisis prediction.

Guido Perboli, Ehsan Arabnezhad

Expert Syst. Appl., 2021

Mixing machine learning and optimization for the tactical capacity planning in last-mile delivery.

Edoardo Fadda, Stanislav Fedorov, Guido Perboli, Ivan Dario Cardenas Barbosa

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

A Blockchain, 5G and IoT-based transaction management system for Smart Logistics: an Hyperledger framework.

Vittorio Capocasale, Danilo Gotta, Stefano Musso, Guido Perboli

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Smart Home applied to historic buildings A real case study.

Andrea Bauchiero, Guido Perboli, Mariangela Rosano

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

The multi-stage dynamic stochastic decision process with unknown distribution of the random utilities.

Roberto Tadei, Guido Perboli, Daniele Manerba

Optim. Lett., 2020

Smartphone Data Classification Technique for Detecting the Usage of Public or Private Transportation Modes.

Pino Castrogiovanni, Edoardo Fadda, Guido Perboli, Alessandro Rizzo

IEEE Access, 2020

The European Concept of Smart City: A Taxonomic Analysis.

Guido Perboli, Stanislav Fedorov, Mariangela Rosano

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Blockchain-Based Transaction Management in Smart Logistics: A Sawtooth Framework.

Guido Perboli, Vittorio Capocasale, Danilo Gotta

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

A progressive hedging method for the optimization of social engagement and opportunistic IoT problems.

Edoardo Fadda, Guido Perboli, Roberto Tadei

Eur. J. Oper. Res., 2019

A Generalized Bin Packing Problem for parcel delivery in last-mile logistics.

Mauro Maria Baldi, Daniele Manerba, Guido Perboli, Roberto Tadei

Eur. J. Oper. Res., 2019

New solution approaches for the capacitated supplier selection problem with total quantity discount and activation costs under demand uncertainty.

Daniele Manerba, Guido Perboli

Comput. Oper. Res., 2019

A Decentralized Marketplace for M2M Economy for Smart Cities.

Stefano Musso, Guido Perboli, Mariangela Rosano, Alessandro Manfredi

Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

2018

Waste Collection in Urban Areas: A Case Study.

Edoardo Fadda, Luca Gobbato, Guido Perboli, Mariangela Rosano, Roberto Tadei

Interfaces, 2018

Simulation of intermodal freight transportation systems: a taxonomy.

Teodor Gabriel Crainic, Guido Perboli, Mariangela Rosano

Eur. J. Oper. Res., 2018

New Valid Inequalities for the Two-Echelon Capacitated Vehicle Routing Problem.

Guido Perboli, Roberto Tadei, Edoardo Fadda

Electron. Notes Discret. Math., 2018

Customized multi-period stochastic assignment problem for social engagement and opportunistic IoT.

Edoardo Fadda, Guido Perboli, Roberto Tadei

Comput. Oper. Res., 2018

Blockchain in Logistics and Supply Chain: A Lean Approach for Designing Real-World Use Cases.

Guido Perboli, Stefano Musso, Mariangela Rosano

IEEE Access, 2018

Sustainable mobility and user preferences by crowdsourcing data: the Open Agora project.

Edoardo Fadda, Guido Perboli, Valerio Vallesio, Dario Mana

Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017

The multi-path Traveling Salesman Problem with stochastic travel costs.

Roberto Tadei, Guido Perboli, Francesca Perfetti

EURO J. Transp. Logist., 2017

Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy.

Edoardo Fadda, Guido Perboli, Giovanni Squillero

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Car-Sharing: Current and Potential Members Behavior Analysis after the Introduction of the Service.

Guido Perboli, Brunella Caroleo, Stefano Musso

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Business Modeling of a City Logistics ICT Platform.

Alberto De Marco, Giulio Mangano, Giovanni Zenezini, Anna Corinna Cagliano, Guido Perboli, Mariangela Rosano, Stefano Musso

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Multi Period Assignment Problem for Social Engagement and Opportunistic IoT.

Edoardo Fadda, Dario Mana, Guido Perboli, Roberto Tadei

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016

Logistics capacity planning: A stochastic bin packing formulation and a progressive hedging meta-heuristic.

Teodor Gabriel Crainic, Luca Gobbato, Guido Perboli, Walter Rei

Eur. J. Oper. Res., 2016

An ICT-Based Reference Model for E-grocery in Smart Cities.

Roberto Tadei, Edoardo Fadda, Luca Gobbato, Guido Perboli, Mariangela Rosano

Proceedings of the Smart Cities - First International Conference, Smart-CT 2016, Málaga, 2016

Driver Maneuvers Inference Through Machine Learning.

Mauro Maria Baldi, Guido Perboli, Roberto Tadei

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

A Decision Support System for Optimizing the Last-Mile by Mixing Traditional and Green Logistics.

Guido Perboli, Mariangela Rosano

Proceedings of the Information Systems, Logistics, and Supply Chain, 2016

2015

Flights and Their Economic Impact on the Airport Catchment Area: An Application to the Italian Tourist Market.

Guido Perboli, Marco Ghirardi, Luca Gobbato, Francesca Perfetti

J. Optim. Theory Appl., 2015

2014

The Multi-Handler Knapsack Problem under Uncertainty.

Guido Perboli, Roberto Tadei, Luca Gobbato

Eur. J. Oper. Res., 2014

Branch-and-price and beam search algorithms for the Variable Cost and Size Bin Packing Problem with optional items.

Mauro Maria Baldi, Teodor Gabriel Crainic, Guido Perboli, Roberto Tadei

Ann. Oper. Res., 2014

2012

The capacitated transshipment location problem with stochastic handling utilities at the facilities.

Roberto Tadei, Guido Perboli, Nicoletta Ricciardi, Mauro Maria Baldi

Int. Trans. Oper. Res., 2012

The stochastic generalized bin packing problem.

Guido Perboli, Roberto Tadei, Mauro Maria Baldi

Discret. Appl. Math., 2012

The three-dimensional knapsack problem with balancing constraints.

Mauro Maria Baldi, Guido Perboli, Roberto Tadei

Appl. Math. Comput., 2012

2011

The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics.

Guido Perboli, Roberto Tadei, Daniele Vigo

Transp. Sci., 2011

Efficient lower bounds and heuristics for the variable cost and size bin packing problem.

Teodor Gabriel Crainic, Guido Perboli, Walter Rei, Roberto Tadei

Comput. Oper. Res., 2011

A DSS for business decisions in air transportation: A case study.

Guido Perboli, Marco Ghirardi, Luca Gobbato, Gabriele Benedetti

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Multi-start Heuristics for the Two-Echelon Vehicle Routing Problem.

Teodor Gabriel Crainic, Simona Mancini, Guido Perboli, Roberto Tadei

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011

An efficient metaheuristic for multi-dimensional multi-container packing.

Guido Perboli, Teodor Gabriel Crainic, Roberto Tadei

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

Maximizing the throughput of multimodal logistic platforms by simulation-optimization: The Duferco case study.

Marco Ghirardi, Guido Perboli, Daniele Sasia

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010

New Families of Valid Inequalities for the Two-Echelon Vehicle Routing Problem.

Guido Perboli, Roberto Tadei

Electron. Notes Discret. Math., 2010

2009

The stochastic p-median problem with unknown cost probability distribution.

Roberto Tadei, Nicoletta Ricciardi, Guido Perboli

Oper. Res. Lett., 2009

TS²PACK: A two-level tabu search for the three-dimensional bin packing problem.

Teodor Gabriel Crainic, Guido Perboli, Roberto Tadei

Eur. J. Oper. Res., 2009

2008

EVE-OPT: a hybrid algorithm for the capacitated vehicle routing problem.

Guido Perboli, Ferdinando Pezzella, Roberto Tadei

Math. Methods Oper. Res., 2008

Extreme Point-Based Heuristics for Three-Dimensional Bin Packing.

Teodor Gabriel Crainic, Guido Perboli, Roberto Tadei

INFORMS J. Comput., 2008

2007

Computing the asymptotic worst-case of bin packing lower bounds.

Teodor Gabriel Crainic, Guido Perboli, Miriam Pezzuto, Roberto Tadei

Eur. J. Oper. Res., 2007

New bin packing fast lower bounds.

Teodor Gabriel Crainic, Guido Perboli, Miriam Pezzuto, Roberto Tadei

Comput. Oper. Res., 2007

2002

A Heuristic Algorithm for the Auto-Carrier Transportation Problem.

Roberto Tadei, Guido Perboli, Federico Della Croce

Transp. Sci., 2002