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DL
David

Supervision

Adnane Lazrak

9 août 2026

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PhD / Doctoral supervision Completed

Adnane Lazrak

2012–2015
PhD
Research topic

Overview

Co-supervisor. Thesis: Amélioration des processus de prévision et de gestion des stocks de pièces de rechange.

Academic context

Thesis at a glance

InstitutionView thesis on HAL
Primary thesis / profile record ↗
Scientific output

Publications produced during this supervision

4 selected scientific outputs, including journal and conference publications.

Journal articles 1

2023
ART

Predicting the reverse flow of spare parts in a complex supply chain: contribution of hybrid machine learning methods in an industrial context

Hamza El Garrab, David Lemoine, Bruno Castanier, Adnane Lazrak, Robert Heidsieck

International Journal of Logistics Systems and Management
HAL ↗DOI ↗

Conference papers & proceedings 3

2014
COMM

Integration approaches of forecasting methods selection with inventory management indicators in the case of spare parts supply chain

Adnane Lazrak, Bruno Castanier, David Lemoine

Logistics Operations Management (GOL'14)
HAL ↗
2014
COMM

Integration approaches of forecasting methods selection with inventory management indicators in the case of spare parts supply chain

Adnane Lazrak, Bruno Castanier, David Lemoine, Robert Heidsieck, Cyrille Thenot

2014 International Conference on Logistics and Operations Management (GOL)
HAL ↗DOI ↗
2020
COMM

Towards Hybrid Machine Learning Models in Decision Support Systems for predicting the Spare Parts Reverse Flow in a Complex Supply Chain

Hamza El Garrab, Bruno Castanier, David Lemoine, Adnane Lazrak, Robert Heidsieck

Information system, Logistics & Supply Chain - ILS 2020
HAL ↗