Guido Perboli

Orcid: 0000-0001-6900-9917

According to our database1, Guido Perboli authored at least 64 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Capacity planning with uncertainty on contract fulfillment.
Eur. J. Oper. Res., April, 2024

Economic Sustainability in Last-Mile Drone Delivery Problem with Fulfillment Centers: A Mathematical Formulation.
Proceedings of the 13th International Conference on Operations Research and Enterprise Systems, 2024

2023
A machine learning optimization approach for last-mile delivery and third-party logistics.
Comput. Oper. Res., September, 2023

Energy Efficient UAV-Based Last-Mile Delivery: A Tactical-Operational Model With Shared Depots and Non-Linear Energy Consumption.
IEEE Access, 2023

LSTM Noise Robustness: A Case Study for Heavy Vehicles.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Identifying 5G technology enablers in the maritime sector using survey and Twitter data.
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.
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.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Machine Learning to Forecast Rainfall Intensity.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Decentralizing Electric Vehicle Supply Chains: Value Proposition and System Design.
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.
IEEE Trans. Intell. Transp. Syst., 2022

A Decision Framework for Blockchain Adoption.
CoRR, 2022

Standardizing Smart Contracts.
IEEE Access, 2022

Analysis of Heavy Vehicles Rollover with Artificial Intelligence Techniques.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Innovative Business Models in Ports' Logistics.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Interplanetary File System in Logistic Networks: a Review.
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.
Expert Syst. Appl., 2021

A Machine Learning-based DSS for mid and long-term company crisis prediction.
Expert Syst. Appl., 2021

Mixing machine learning and optimization for the tactical capacity planning in last-mile delivery.
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.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Smart Home applied to historic buildings A real case study.
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.
Optim. Lett., 2020

Smartphone Data Classification Technique for Detecting the Usage of Public or Private Transportation Modes.
IEEE Access, 2020

The European Concept of Smart City: A Taxonomic Analysis.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Blockchain-Based Transaction Management in Smart Logistics: A Sawtooth Framework.
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.
Eur. J. Oper. Res., 2019

A Generalized Bin Packing Problem for parcel delivery in last-mile logistics.
Eur. J. Oper. Res., 2019

New solution approaches for the capacitated supplier selection problem with total quantity discount and activation costs under demand uncertainty.
Comput. Oper. Res., 2019

A Decentralized Marketplace for M2M Economy for Smart Cities.
Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

2018
Waste Collection in Urban Areas: A Case Study.
Interfaces, 2018

Simulation of intermodal freight transportation systems: a taxonomy.
Eur. J. Oper. Res., 2018

New Valid Inequalities for the Two-Echelon Capacitated Vehicle Routing Problem.
Electron. Notes Discret. Math., 2018

Customized multi-period stochastic assignment problem for social engagement and opportunistic IoT.
Comput. Oper. Res., 2018

Blockchain in Logistics and Supply Chain: A Lean Approach for Designing Real-World Use Cases.
IEEE Access, 2018

Sustainable mobility and user preferences by crowdsourcing data: the Open Agora project.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
The multi-path Traveling Salesman Problem with stochastic travel costs.
EURO J. Transp. Logist., 2017

Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy.
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.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Business Modeling of a City Logistics ICT Platform.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Multi Period Assignment Problem for Social Engagement and Opportunistic IoT.
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.
Eur. J. Oper. Res., 2016

An ICT-Based Reference Model for E-grocery in Smart Cities.
Proceedings of the Smart Cities - First International Conference, Smart-CT 2016, Málaga, 2016

Driver Maneuvers Inference Through Machine Learning.
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.
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.
J. Optim. Theory Appl., 2015

2014
The Multi-Handler Knapsack Problem under Uncertainty.
Eur. J. Oper. Res., 2014

Branch-and-price and beam search algorithms for the Variable Cost and Size Bin Packing Problem with optional items.
Ann. Oper. Res., 2014

2012
The capacitated transshipment location problem with stochastic handling utilities at the facilities.
Int. Trans. Oper. Res., 2012

The stochastic generalized bin packing problem.
Discret. Appl. Math., 2012

The three-dimensional knapsack problem with balancing constraints.
Appl. Math. Comput., 2012

2011
The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics.
Transp. Sci., 2011

Efficient lower bounds and heuristics for the variable cost and size bin packing problem.
Comput. Oper. Res., 2011

A DSS for business decisions in air transportation: A case study.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Multi-start Heuristics for the Two-Echelon Vehicle Routing Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011

An efficient metaheuristic for multi-dimensional multi-container packing.
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.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010
New Families of Valid Inequalities for the Two-Echelon Vehicle Routing Problem.
Electron. Notes Discret. Math., 2010

2009
The stochastic p-median problem with unknown cost probability distribution.
Oper. Res. Lett., 2009

TS<sup>2</sup>PACK: A two-level tabu search for the three-dimensional bin packing problem.
Eur. J. Oper. Res., 2009

2008
EVE-OPT: a hybrid algorithm for the capacitated vehicle routing problem.
Math. Methods Oper. Res., 2008

Extreme Point-Based Heuristics for Three-Dimensional Bin Packing.
INFORMS J. Comput., 2008

2007
Computing the asymptotic worst-case of bin packing lower bounds.
Eur. J. Oper. Res., 2007

New bin packing fast lower bounds.
Comput. Oper. Res., 2007

2002
A Heuristic Algorithm for the Auto-Carrier Transportation Problem.
Transp. Sci., 2002


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