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Sandjai Bhulai

Vrije Universiteit Amsterdam

SCHOLARLY PAPERS

7

DOWNLOADS

351

TOTAL CITATIONS

2

Scholarly Papers (7)

1.

Hierarchical Agglomerative Clustering for Product Sales Forecasting

Number of pages: 26 Posted: 23 Mar 2023
affiliation not provided to SSRN, VU University Amsterdam and Vrije Universiteit Amsterdam
Downloads 102 (689,572)

Abstract:

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forecasting, Time Series Clustering, Time Series Aggregation, Retail, Regression Models

2.

The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition Using Contrastive Learning

Number of pages: 21 Posted: 27 Jan 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Vrije Universiteit Amsterdam and affiliation not provided to SSRN
Downloads 76 (837,727)

Abstract:

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Ship Radiated Noise, Unsupervised Learning, Contrastive Learning, Underwater Sound, Marine Mammals, UATR

3.

An Effective Aggregation Heuristic for Capacitated Facility Location Problems with many Demand Points

MIT Center for Transportation & Logistics Research Paper No. 2025/029, Computers & Operations Research, volume 183, 2025[10.1016/j.cor.2025.107153]
Number of pages: 28 Posted: 15 Aug 2025
Vrije Universiteit Amsterdam, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Vrije Universiteit Amsterdam
Downloads 45 (1,133,231)

Abstract:

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Demand aggregation, Capacitated Facility Location Problem, CFLP

4.

Optimizing Maintenance of Heavy Construction Equipment: A Data-Driven Approach

Number of pages: 2 Posted: 04 Apr 2025
Lais Wehbi, Sandjai Bhulai and Jesper Slik
VU Amsterdam, Vrije Universiteit Amsterdam and affiliation not provided to SSRN
Downloads 41 (1,183,237)

Abstract:

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Maintenance scheduling, Heavy equipment, Routing optimization, machine learning, Data-Driven Decision Making

5.

RangL: A Reinforcement Learning Competition Platform

Number of pages: 10 Posted: 20 Jul 2022
Austrian Institute of Technology, Queen Mary University of London, Delft University of Technology, Vrije Universiteit Amsterdam, Vrije Universiteit Amsterdam, Queen Mary University of London, Delft University of Technology, Delft University of Technology, Queen Mary University of London, Queen Mary University of London, Vrije Universiteit Amsterdam, Vrije Universiteit Amsterdam, Queen Mary University of London, Universität für Bodenkultur Wien (BOKU) and Queen Mary University of London
Downloads 34 (1,290,922)
Citation 2

Abstract:

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Reinforcement Learning, Artificial Intelligence, Competition, Optimization, Energy, Energy Systems, Energy Transition, RangL, NZTC, Pathways to Net-Zero, Control

6.

The Computation of Generalized Embeddings Forunderwater Acoustic Target Recognition Usingcontrastive Learning

Number of pages: 23 Posted: 22 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Vrije Universiteit Amsterdam and affiliation not provided to SSRN
Downloads 27 (1,372,601)

Abstract:

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Ship Radiated Noise, Unsupervised Learning, ContrastiveLearning, Underwater Sound, Marine Mammals, UATR

7.

A Multi-Horizon Analytics Framework for Disruption Response Decisions in Manufacturing Supply Chains

Number of pages: 55 Posted: 26 Jan 2026
Lais Wehbi, Sandjai Bhulai and Jesper Slik
VU Amsterdam, Vrije Universiteit Amsterdam and affiliation not provided to SSRN
Downloads 26 (1,436,435)

Abstract:

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Supply chain resilience, Disruption analytics, Decision Support Systems, Reinforcement learning, Mixed-integer programming, Production scheduling