Maximiliano Udenio

KU Leuven - Faculty of Business and Economics (FEB)

Naamsestraat 69

Leuven, B-3000

Belgium

SCHOLARLY PAPERS

12

DOWNLOADS
Rank 20,052

SSRN RANKINGS

Top 20,052

in Total Papers Downloads

4,842

SSRN CITATIONS

6

CROSSREF CITATIONS

1

Scholarly Papers (12)

1.

AI in Logistics and Supply Chain Management

Number of pages: 18 Posted: 13 Jun 2021
Robert N. Boute and Maximiliano Udenio
KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 2,415 (11,586)
Citation 5

Abstract:

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Supply Chain Management, Logistics, Machine Learning, Artificial Intelligence

2.

Have Supply Networks Become More Fragmented Over Time?

Number of pages: 42 Posted: 22 Jun 2021
Nikolay Osadchiy, Maximiliano Udenio and Vishal Gaur
Emory University - Goizueta Business School, KU Leuven - Faculty of Business and Economics (FEB) and Cornell University - Samuel Curtis Johnson Graduate School of Management
Downloads 769 (62,963)
Citation 1

Abstract:

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Production networks, supply chains, network analysis, empirical study

3.

Exiting a COVID-19 Lockdown: The Bumpy Road Ahead for Many Supply Chains

Number of pages: 16 Posted: 03 May 2020
Jan C. Fransoo and Maximiliano Udenio
Tilburg University - Tilburg University School of Economics and Management and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 674 (74,626)
Citation 1

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Supply Chain; COVID-19; Lockdown; System Dynamics

4.

Assessing Disruption Propagation Through Supply Networks: The Case of 737MAX and the Boeing-Airbus Duopoly

Number of pages: 39 Posted: 18 Nov 2021 Last Revised: 27 Jul 2022
University of Galway - J.E. Cairnes School of Business & Economics, Eindhoven University of Technology (TUE), Eindhoven University of Technology (TUE) - Department of Industrial Engineering and Innovation Sciences and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 263 (221,028)

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Supplier Management, Supply Chain Disruptions, Event Studies, Duopoly, Propagation Asymmetry

5.

Simplifying Tree-based Methods for Retail Sales Forecasting with Explanatory Variables

European Journal of Operational Research
Number of pages: 40 Posted: 23 Sep 2022 Last Revised: 10 Nov 2023
Arnoud P. Wellens, Robert N. Boute and Maximiliano Udenio
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 147 (373,523)

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Forecasting, Global forecasting methods, Tree-based methods, Shapley values, Inventory simulation

6.

Adaptive Multi-Armed Bandits for Non-Stationary Inventory Control

Number of pages: 31 Posted: 08 Dec 2023
Nele H. Amiri, Maximiliano Udenio and Robert N. Boute
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 138 (392,636)

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Reinforcement Learning, Multi-Armed Bandits, inventory control, non-stationary demand

7.

Retreat, Defend, or Attack? Optimal Investment Decisions in Green Technology

Number of pages: 52 Posted: 22 Sep 2022
Osman Alp, Tarkan Tan and Maximiliano Udenio
University of Calgary, Eindhoven University of Technology (TUE) - School of Industrial Engineering and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 110 (466,375)

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Sustainability, Transportation, Investment Decisions, Electric Vehicles

8.

Increased Bullwhip in Retail: A Side Effect of Improving Forecast Accuracy with More Data?

Number of pages: 7 Posted: 10 Jan 2023
Arnoud P. Wellens, Robert N. Boute and Maximiliano Udenio
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 100 (498,978)

Abstract:

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Retail Forecasting, Inventory Simulation, Bullwhip effect

9.

Global Sourcing under Tariffs: Time Series Analysis of Product-Level Evidence

Number of pages: 48 Posted: 06 Sep 2023
D. James Zhang, Shaunak Dabadghao and Maximiliano Udenio
University of Galway - J.E. Cairnes School of Business & Economics, Eindhoven University of Technology (TUE) - Department of Industrial Engineering and Innovation Sciences and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 99 (502,287)

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Global Supply Chain Management; Global Sourcing; Tariffs; Multivariate Time Series Analysis; Intervention Analysis

10.

When and How to Use Global Forecasting Methods on Heterogeneous Datasets

Number of pages: 43 Posted: 27 Nov 2023
Arnoud P. Wellens, Nikolaos Kourentzes and Maximiliano Udenio
KU Leuven - Faculty of Business and Economics (FEB), University of Skovde and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 89 (537,859)

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Global learning, Forecasting, Heterogeneous time series, LightGBM

11.

Transfer Learning for Hierarchical Forecasting: Reducing Computational Efforts of M5 Winning Methods

International Journal of Forecasting, Forthcoming
Number of pages: 16 Posted: 29 Sep 2022
Arnoud P. Wellens, Maximiliano Udenio and Robert N. Boute
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 33 (850,644)

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M5 Accuracy Competition, Computational Requirements, Transfer Learning, LightGBM, Hierarchical Forecasting

12.

Global Sourcing Under Tariffs: A Perspective of Time Series Analysis

Number of pages: 46 Posted: 09 May 2024
D. James Zhang, Shaunak Dabadghao and Maximiliano Udenio
University of Galway - J.E. Cairnes School of Business & Economics, Eindhoven University of Technology (TUE) - Department of Industrial Engineering and Innovation Sciences and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 5 (1,122,575)

Abstract:

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Global Supply Chain Management, Global Sourcing, Tariffs, Multivariate Time Series Analysis, Intervention Analysis