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Computer Science

D-Index
39
Citations
6005
World Ranking
9807
National Ranking
295

Overview

Guido Perboli is affiliated with the Polytechnic University of Turin in Italy. Their research primarily spans the field of Engineering, with a focus on multiple subfields including Industrial and Manufacturing Engineering, Automotive Engineering, Building and Construction, Information Systems, and Transportation.

The main topics covered in their work include:

  • Urban and Freight Transport Logistics
  • Blockchain Technology Applications and Security
  • Transportation and Mobility Innovations
  • Advanced Manufacturing and Logistics Optimization
  • Transportation Planning and Optimization
  • Vehicle Routing Optimization Methods
  • IoT and Edge/Fog Computing

Their recent publications demonstrate a concentration on logistics, transportation, and applications of advanced technologies such as machine learning and blockchain. Selected recent papers include:

  • A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy, 2020, Transportation Research Part E Logistics and Transportation Review
  • A Machine Learning-based DSS for mid and long-term company crisis prediction, 2021, Expert Systems with Applications
  • Natural Language Processing for the identification of Human factors in aviation accidents causes: An application to the SHEL methodology, 2021, Expert Systems with Applications

While only one paper among these recent works is not led by Guido Perboli as the leading author, they have coauthored frequently with several researchers, including:

  • Maria Elena Bruni
  • Mariangela Rosano
  • Vittorio Capocasale
  • Stefano Musso
  • Edoardo Fadda

Publication venues where Guido Perboli regularly contributes include:

  • Sustainability
  • IEEE Access
  • SSRN Electronic Journal
  • Expert Systems with Applications
  • Computers & Operations Research

Their research embraces the integration of emerging technologies such as blockchain frameworks for industrial use and machine learning methodologies applied to logistics and crisis prediction.

Best Publications

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

    Guido Perboli;Stefano Musso;Mariangela Rosano

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

    Guido Perboli;Roberto Tadei;Daniele Vigo

  • Car-sharing services: An annotated review

    Francesco Ferrero;Guido Perboli;Mariangela Rosano;Andrea Guido Antonio Vesco

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

    Teodor Gabriel Crainic;Guido Perboli;Roberto Tadei

  • Two-Echelon Vehicle Routing Problem: A satellite location analysis

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

  • Startups’ Roads to Failure

    Marco Cantamessa;Valentina Gatteschi;Guido Perboli;Mariangela Rosano

  • Simulation of intermodal freight transportation systems: a taxonomy

    Teodor Gabriel Crainic;Teodor Gabriel Crainic;Guido Perboli;Mariangela Rosano

  • Parcel delivery in urban areas: Opportunities and threats for the mix of traditional and green business models

    Guido Perboli;Mariangela Rosano

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

    Teodor Gabriel Crainic;Guido Perboli;Roberto Tadei

  • Multi-start heuristics for the two-echelon vehicle routing problem

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

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

    Guido Perboli;Roberto Tadei

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

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

  • The two-echelon capacitated vehicle routing problem

    Jesus Gonzalez-Feliu;Guido Perboli;Roberto Tadei;Daniele Vigo

  • Business models and tariff simulation in car-sharing services

    Guido Perboli;Francesco Ferrero;Stefano Musso;Andrea Vesco

  • Simulation–optimisation framework for City Logistics: an application on multimodal last-mile delivery

    Guido Perboli;Mariangela Rosano;Michael Saint-Guillain;Pietro Rizzo

  • Clustering-based heuristics for the two-echelon vehicle routing problem

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

  • The Generalized Bin Packing Problem

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

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

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

  • A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy

    Guido Perboli;Luce Brotcorne;Maria Elena Bruni;Mariangela Rosano

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

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

  • GRASP with Path Relinking for the Two-Echelon Vehicle Routing Problem

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

Frequent Co-Authors

Roberto Tadei
Roberto Tadei Polytechnic University of Turin
David L. Woodruff
David L. Woodruff University of California, Davis
Mauro Dell'Amico
Mauro Dell'Amico University of Modena and Reggio Emilia
Renata Mansini
Renata Mansini University of Brescia
Daniele Vigo
Daniele Vigo University of Bologna
Jean-Paul Watson
Jean-Paul Watson Lawrence Livermore National Laboratory
Alessandro Rizzo
Alessandro Rizzo Polytechnic University of Turin

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