Laboratoire de Génie Informatique et d’Automatique de l’Artois

Mariem BELHOR

ATER
Member of the research themes:
Contact information:

Revue Internationale avec Comité de Lecture

2023
International journal with review committee
DOI
Multi-objective evolutionary approach based on K-means clustering for home health care routing and scheduling problem
Expert Systems with Applications, pp 119035, Vol. 213, 03/2023
2023
International journal with review committee
DOI
Learning-Based Metaheuristic Approach for Home Healthcare Optimization Problem
Computer Systems Science and Engineering, pp 1-19, Vol. 45, No. 1, 01/2023

Conférence Internationale avec Comité de Lecture

2022
International conference with review committee
DOI
Multiobjective Evolutionary Algorithm for Home Health Care Routing and Scheduling Problem
2022 IEEE. 8th International Conference on Control, Decision and Information Technologies, CoDIT2022, pp 1592-1596, Vol. 1, Istanbul, Turkey, 17-20 May 2022, 05/2022
2021
International conference with review committee
A New Optimization Approach for Home Health Care Scheduling Problem
31st European Conference on Operational Research, EURO 2021, Athens, Greece, 07/2021
2021
International conference with review committee
MultiObjective Optimization Approach under uncertainty for Workforce Routing and Scheduling Problem in Home Health Care
8th International Conference on Metaheuristics and Nature Inspired Computing, META2020, Marrakech, Morocco, (Rang B sur http://core.edu.au/), 04/2021
2020
International conference with review committee
A new MIP model and machine learning approach for home health care: optimization of cancer treatment process by chemotherapy
The 5th International Conference on Logistics Operations Management (IEEE-GOL 2020), Rabat, Morocco, 10/2020
2020
International conference with review committee
NEW OPTIMISATION MODEL FOR OPERATING ROOM SCHEDULING: A CASE STUDY
34th European Simulation & Modelling Conf., ESM2020, Toulouse, France, (Rang B sur http://core.edu.au/), LAAS CNRS, 10/2020
2020
International conference with review committee
Planification des Ressources Humaines en Hospitalisation à Domicile: Cas d’Hémodialyse à Domicile
10ème Conférence Francophone en Gestion et Ingénierie des Systèmes Hospitaliers (GISEH 2020), Valenciennes, France, 10/2020

Author of the Ph.D. thesis "Robust Optimization for Multi-periodic Critical Resource Planning in Health care by applying Conventional and non-conventional Approaches"

2019 - 2022

While a home service is a fast growing industry, little attention has been given to the management of its workforce. To maintain growth, a key challenge for home-service companies is managing their critic resources (i.e. expensive and limited labor resources). In particular, the time an employee needs to provide high quality service often depends on his/her experience. Importantly, experience increases over time, thus gradually decreasing the time required to provide service. By accounting for employee experience and the accompanying learning, managers can take advantage of capacity increases that result from experience, improving efficiency and enabling further growth. Another key challenge for home-service companies is optimizing resources availability by using new technologies like IoT (Internet Of Things) devices to find the best staff planning while considering the environment real data.