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R

Robert Boute

ku leuven

27H-index
184Paper Count
2.5KCitation Count
Published Papers 42
Publication Date
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Industrializing deep reinforcement learning for operational spare parts inventory management
errEuropean Journal of Operational Research
IF6
err2026-04-15
err0
PREAI
errJoost F. van der Haar; Willem L. van Jaarsveld; Rob J.I. Basten; Robert N. Boute
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errSave
Discount replenishment opportunities with limited capacity: Optimal policy and pricing dynamics
errEuropean Journal of Operational Research
IF6
err2026-04-14
err0
errOAAI
errBram J. De Moor; Robert N. Boute; Stefan Creemers; Joren Gijsbrechts
errShare
errSave
A Data-Driven Component Risk Matrix to Assess Supply Chain Disruption Risk
errInternational Journal of Production Economics
IF10
err2025-10-08
err0
PREAI
errThomas De Backker; Anouck Vercammen; Robert Boute
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errSave
Fifty years of maintenance optimization: Reflections and perspectives
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2025-05-01
err0
errOAAI
errArts, Joachim; Boute, Robert N.; Loeys, Stijn; van Staden, Heletje E.
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errSave
The use of IoT sensor data to dynamically assess maintenance risk in service contracts
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2025-02-01
err0
PREAI
errLoeys, Stijn; Boute, Robert N.; Antonio, Katrien
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errSave
Supervised learning for integrated forecasting and inventory control
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-12-01
err0
PREAI
errvan der Haar, Joost F.; Wellens, Arnoud P.; Boute, Robert N.; Basten, Rob J. I.
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errSave
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err26
errOAAI
errDe Bock, Koen W.; Coussement, Kristof; De Caigny, Arno; Slowinski, Roman; Baesens, Bart; Boute, Robert N.; Choi, Tsan-Ming; Delen, Dursun; Kraus, Mathias; Lessmann, Stefan; Maldonado, Sebastian; Martens, David; Oskarsdottir, Maria; Vairetti, Carla; Verbeke, Wouter; Weber, Richard
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errSave
Simplifying tree-based methods for retail sales forecasting with explanatory variables
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-04-01
err7
errOAAI
errWellens, Arnoud P.; Boute, Robert N.; Udenio, Maximiliano
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errSave
Dual sourcing under non-stationary demand and partial observability
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-04-01
err2
PREAI
errYee, Hannah; van Staden, Heletje E.; Boute, Robert N.
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errSave
Cluster-based lateral transshipments for the Zambian health supply chain
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-02-01
err2
PREAI
errVanvuchelen, Nathalie; De Boeck, Kim; Boute, Robert N.
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errSave
Optimizing the preventive maintenance frequency with causal machine
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2023-04-01
err4
errOAAI
errVanderschueren, Toon; Boute, Robert; Verdonck, Tim; Baesens, Bart; Verbeke, Wouter
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errSave
Breaking truck dominance in supply chains: Proactive freight consolidation and modal split transport
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2023-03-01
err4
errOAAI
errDe Moor, Bram J.; Creemers, Stefan; Boute, Robert N.
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errSave
Empirical risk assessment of maintenance costs under full-service contracts
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-01-01
err1
errOAAI
errDeprez, Laurens; Antonio, Katrien; Boute, Robert
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errSave
A dynamic predict, then optimize preventive maintenance approach using operational intervention data
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-11-01
err15
errOAAI
errvan Staden, Heletje E.; Deprez, Laurens; Boute, Robert N.
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errSave
The joint replenishment problem: Optimal policy and exact evaluation method
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-11-01
err10
errOAAI
errCreemers, Stefan; Boute, Robert
errShare
errSave
Transfer learning for hierarchical forecasting: Reducing computational efforts of M5 winning methods
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2022-10-01
err1
errOAAI
errWellens, Arnoud P.; Udenio, Maxi; Boute, Robert N.
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errSave
Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-09-01
err42
errOAAI
errDe Moor, Bram J.; Gijsbrechts, Joren; Boute, Robert N.
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errSave
Deep reinforcement learning for inventory control: A roadmap
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-04-01
err78
errOAAI
errBoute, Robert N.; Gijsbrechts, Joren; van Jaarsveld, Willem; Vanvuchelen, Nathalie
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errSave
The value of installed base information for spare part inventory control
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2021-09-01
err2
errOAAI
errVan der Auweraer, Sarah; Zhu, Sha; Boute, Robert N.
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errSave
Pricing service maintenance contracts using predictive analytics
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2021-04-01
err15
errOAAI
errDeprez, Laurens; Antonio, Katrien; Boute, Robert
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errSave

Research Directions

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Co-authors
Cooperation Journals
T
Tsan‐Ming Choi
H-index: 93 · Papers: 615
R
Roman Słowiński
H-index: 82 · Papers: 518
B
Bart Baesens
H-index: 69 · Papers: 511
D
Dursun Delen
H-index: 64 · Papers: 311
E
Erik Demeulemeester
H-index: 55 · Papers: 353
View more