Ph.D. theses & HDR

Niama Assia EL JOUDI

2023 - 2025

Smart Health Monitoring using Deep Learning and Artificial Intelligence

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Artificial Intelligence – Deep Learning – Smart Health – Convolutional Neural Networks – Medical Imaging - Optimization

Zainab KOUBAA

2023 - 2025

Optimisation Multicritère pour la Conception et le Dimensionnement Durables des Systèmes Énergétiques Hybrides

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Changement climatique, Système énergétique hybride, Énergies renouvelables, Développement durable, Gestion de l'énergie, Décision stratégique, Optimisation multi-objectifs, Dimensionnement

Imen OUESLATI

2022 - 2025

Generation hyperheuristic for multi objective Optimization

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Generation hyperheuristic, Genetic Programming, Simulated Annealing, Permutation Flow Shop problem, Patient Admission Scheduling problem, multi-objective problem

Amna ALTAF

2022 - 2024

New Optimization Techniques for Cross-Docking

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Artificial Intelligence, Operations Research, Cross-Docking

Fares GRINA

2022 - 2024

Dealing with imbalanced classification using belief function theory

Themes of the LGI2A:

Partners:

Keywords:

Imbalanced data, Classification, Uncertainty, Belief Function Theory

Tuan Anh VU

2021 - 2024

Optimization problem with uncertain objective coefficients using belief functions and lower probabilities

Themes of the LGI2A:

Application areas:

Keywords:

Optimization, Vehicle Routing Problem, Uncertainty, Belief function theory

Danielle NYAKAM NYA

2020 - 2023

Collaborative control of complex systems: application to supply chains

Themes of the LGI2A:

Keywords:

Supply chains, dynamic management, delay systems, model-free control, flatness, algebraic approach, estimation, forecasting

Abderrazzak SABRI

2022 - 2023

Reinforcement Learning for Simultaneous Scheduling of Production and Maintenance

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Machine learning, Optimization, Scheduling, Maintenance

Haifa NOUIRA

2018 - 2023

Periodic Vehicle Routing Problem for Home HemoDialysis Care

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Home healthcare, optimization, Periodic VRP, PVRPTW, metaheuristic, Variable Neighborhood Search, flexible visit frequencies.

Khouloud DORGHAM

2019 - 2022

Optimization of Storage and Distribution Schemes under Uncertainty: Application to Territory Hospital Group Stores

Themes of the LGI2A:

Application areas:

Keywords:

Healthcare system, product allocation, inventory routing problem, uncertainty, fuzzy demand

Abdelhalim ACHERGUI

2018 - 2022

Planification de la chaîne logistique tirée par la demande: Positionnement stratégique des stocks

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Planification, chaîne logistique, demand driven, collaboration, développement durable

Mariem BELHOR

2019 - 2022

Robust Optimization for Multi-periodic Critical Resource Planning in Health care by applying Conventional and non-conventional Approaches

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Workforce management, Optimization, Time service, Learning, Internet of Things, Real data

Malika BEN KHALIFA

2019 - 2022

Dealing with uncertainty in fake reviews detection within the belief function theory

Themes of the LGI2A:

Partners:

Keywords:

Fake reviews detection, belief function theory

Chaima BEN ABDALLAH

2019 - 2021

A sustainable and resilient supply chain network design under uncertainty : Agro-food case study

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Sustainability ; Resilience ; stochastic programming ; fuzzy set theory ; Agro-food supply chain

Tekwa TEDJINI

2018 - 2021

Vehicle routing problem with uncertain time windows and travel time: an answer based on belief functions

Themes of the LGI2A:

Application areas:

Keywords:

Otpimization, Vehicle Routing Problem with Time Windows, Uncertainty, Belief function theory

Nasreddine OUERTANI

2018 - 2021

Towards Safe and Healthy Transportation Systems in Dynamic Environments

Themes of the LGI2A:

Partners:

Keywords:

Transportation, Dynamic, Environment

Siti MUTMAINAH

2017 - 2021

Learning to adjust an evidential source of information using partially labeled data and partial decisions

Themes of the LGI2A:

Keywords:

Belief functions, Correction, Learning, Partial Data

Yu-Lin HUANG

2017 - 2021

A new policy for running stochastic simulations based on partitioning, selection and cloning principles.

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Numerical simulations

Seifeddine ABDELHAK

2017 - 2021

Dynamic scheduling of patients in emergency departments

Themes of the LGI2A:

Keywords:

Emergency Department; Scheduling; Dynamic; Hybrid Job Shop Problem; Flexible Job Shop Problem; Genetic Algorithm; Local Search

Safa BEN AYED

2018 - 2020

Handling Uncertainty in Case Based Reasoning within the Belief Function Theory

Themes of the LGI2A:

Partners:

Keywords:

Case-based reasoning, Case Base maintenance, Belief functions,

Cécilia DAQUIN

2017 - 2020

Collaborative planning of supply chains

Themes of the LGI2A:

Application areas:

Keywords:

Collaboration, planning, supply chain, optimization

Sebastien RAMEL

2016 - 2020

Evidential logistic regression: application to active classifier calibration and choquistic extension

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Belief functions, Choquistic regression, Choquet integral, Logistic regression, Monotonic classification, Reliable classification, Epistemic uncertainty, Nonlinear models, Active learning

Sanaa LERHLALY

2015 - 2018

Optimisation d’un réseau de distribution durable pour une matière dangereuse : Un problème de localisation-routage avec gestion de stock

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

None

Dorsaf DALDOUL

2015 - 2018

Vers une approche intégrée pour la planification tactique et opérationnel d’un service d’urgence hospitalier

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Emergency department, Optimization, Scheduling, Sizing, uncertainties

Najia BOUHA

2014 - 2018

Contribution à la simulation et à la régulation des réseaux routiers de grande taille : une approche multi-agents et multi-niveaux

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Systèmes de transport intelligents, modélisation multi-agents et multi-niveaux, simulation hybride dynamique, flux de trafic, warm-up, routage dynamique, commande sans modèle

Asma TRABELSI

2016 - 2018

Classifier ensemble under the belief function framework

Themes of the LGI2A:

Partners:

Keywords:

Ensemble classifier, fusion, belief function theory

Sabrine MALLEK

2016 - 2018

Social network Analysis Under a belief function Framework

Themes of the LGI2A:

Partners:

Keywords:

Social Networks, Link prediction, Belief functions theory

Laila EN-NAHLI

2013 - 2017

Optimisation de la planification des services d’hospitalisation à domicile

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Hospitalisation à domicile, routage, métaheuristiques

Nathalie HELAL

2014 - 2017

An evidential answer for the capacitated vehicle routing problem with uncertain demands

Themes of the LGI2A:

Application areas:

Keywords:

Optimization under uncertainty, Belief functions theory, Vehicle routing problem

Pauline MINARY

2014 - 2017

Evidential calibration and fusion of multiple classifiers: application to face blurring

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Video sequences, blurring faces, face detectors, information fusion, belief functions

Fábio Francisco DA COSTA FONTES

2013 - 2017

Optimization Models and Algorithms for the design of Global Transportation Networks

Themes of the LGI2A:

Application areas:

Keywords:

Network design, Hub and Spoke models, VNDS matheuristic

Nicolas DANLOUP

2012 - 2016

Pickup and delivery problems with collaboration and transshipments: models and heuristics methods

Themes of the LGI2A:

Application areas:

Keywords:

Pickup and delivery problems; Collaborative transportation; Transshipments; Large neighbourhood search; Genetic algorithm

Hind NAKOURI

2012 - 2015

Study and Model design for dynamic management of sewer systems: Application to Somain city

Themes of the LGI2A:

Partners:

Keywords:

Sewer systems, modeling, optimization, real-time management, hierarchical control

Samir HACHOUR

2011 - 2015

Multi-object tracking and classification : contributions with belief functions theory

Themes of the LGI2A:

Application areas:

Keywords:

Multi-object tracking and classification, data assignment, belief functions, multi-sensor data fusion

Amel ENNACEUR

2012 - 2015

New AHP methods for handling uncertainty within the Belief Function Theory

Themes of the LGI2A:

Partners:

Keywords:

Multi-criteria decision making, belief function theory, AHP, pair-wise comparison

Hirsh MAJID

2011 - 2014

Contribution to the estimation and control of intelligent transport systems

Themes of the LGI2A:

Application areas:

Keywords:

Intelligent transportation systems, Traffic flow, Ramp metering, Dynamic traffic routing, Estimation, Macroscopic models, Sliding mode control, Model predictive control

Ahmed SAMET

2011 - 2014

Belief function theory : application of data mining tools for imperfect data treatment

Themes of the LGI2A:

Partners:

Keywords:

Data mining, Belief function theory, conflict management, Associative classification

Mira BOU FARAH

2010 - 2014

Methods using belief functions to manage imperfect information in vehicular networks

Themes of the LGI2A:

Application areas:

Keywords:

Vehicular Ad-hoc Networks (VANET), Theory of belief functions, Transferable Belief Model (TBM), Data fusion, Events on the road, Decentralized architecture

Khaoula BESBES

2009 - 2013

Supply chain design with product life cycle considerations

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Supply chain design, Product life cycle, Multicriteria decision making, Multiobjective optimization, Stochastic programming

Vesela DRYANKOVA

2009 - 2013

Contribution to the control of the motorway traffic flow

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Intelligent Transportation Systems, Traffic Control, Differential Flatness, Sliding Mode Control

Jean-Baptiste SOYEZ

2010 - 2013

Conception and modeling of systems of systems : a multi-level mult-agent approach

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Multi-level multi-agent modeling and simulation, Systems of systems, organisational approach, Influence/Reaction model, complex systems, intelligent autonomous vehicles

Yuhan GUO

2009 - 2012

Metaheuristics for Solving Large Size Long-term Car Pooling Problem

Themes of the LGI2A:

Application areas:

Keywords:

Optimization, car pooling problem, local search, metaheuristic, hyper-heuristic, multi-agent system

Yamine BOUZEMBRAK

2008 - 2011

Multi-criteria Supply Chain Network Design under uncertainty

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

TODO

Mohamed Amir ESSEGHIR

2005 - 2011

Metaheuristics for the feature selection problem : adaptive, memetic and swarm approaches

Themes of the LGI2A:

Application areas:

Keywords:

Feature selection, Metaheuristics, Classification, Combinatorial optimization, Genetic algorithms, GRASP, PSO, Local search

Kamel BOUMEDIENE

2007 - 2011

Traffic management : ramp metering and dynamic speed limits

Themes of the LGI2A:

Keywords:

Macroscopic modelling, control, traffic flow, DFC strategy, dynamic speed limits, coordinated control

Alexandre VEREMME

2007 - 2010

Interests and uses of the theory of belief functions for decision support systems based on multi-agent systems. Application to forensic entomology.

Themes of the LGI2A:

Partners:

Keywords:

TODO

Issam NOUAOURI

2006 - 2010

Gestion hospitalière en situation d’exception : optimisation des ressources critiques

Themes of the LGI2A:

Keywords:

Integer linear programming, Disaster situation, Sizing critical resources, Disaster management plan in hospital (White Plan), Resource sharing, Surgical acts scheduling, Operation multi-acts, Distrupt

Milka UZUNOVA

2006 - 2009

Commande non-entière des systèmes de commande, Développement et application pour les modèles de flux de trafic routier

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Traffic flow

Gildas MORVAN

2006 - 2009

Multi-agent based approach of a decision support system in dynamic an uncertain environment — Application to forensic entomology

Keywords:

Multi agent systems, agent-based modeling, decision support system, forensic entomology

Xin ZHAO

2004 - 2008

Une méthode génétique pour la résolution du problème dynamique de routage de véhicules avec temps de parcours variables

Themes of the LGI2A:

Application areas:

Keywords:

Vehicle routing problem, VRP ; VRPTW, PDTRP, Genetic algorithm, Simulation, Real time, Time-dependent travel time, Speed profile

Kok Seng LOW

2005 - 2008

Recurrent neural network approach for cyclic scheduling problem and its variant

Themes of the LGI2A:

Application areas:

Partners:

Keywords:

Scheduling, Cyclic Scheduling, Neural Network, Flexible Manufacturing System, Job Shop, Modeling, Precedence Constraint, Hopfield Network

Jian XU

2004 - 2007

Evolutionary stochastic models for the vehicle routing problem with soft time windows and fuzzy demands

Themes of the LGI2A:

Keywords:

Vehicle routing, Time windows, Fuzzy demands, Stochastic, Dynamic, Possibility theory, Genetic Algorithm, Simulation

Violina IORDANOVA

2003 - 2006

Contribution to the road traffic modelling and control : Bond graph approaches and flatness-based control

Themes of the LGI2A:

Application areas:

Keywords:

Unavailable in english

Mohamed Saïd EL-HMAM

2003 - 2006

Contribution to the hybrid modelling and simulation of traffic flow

Themes of the LGI2A:

Application areas:

Yann LEMERET

2003 - 2006

Objects tracking with use of evidence theory for driver assistance systems

Themes of the LGI2A:

Application areas:

Keywords:

Data fusion, belief functions, objects association, Kalman filter

Haiyan HOUSROUM

2002 - 2005

An œevolutionary approach for the solving of the dynamic vehicle routing problem with time windows

Themes of the LGI2A:

Application areas:

Keywords:

Unavailable in english.

Aneta PONISZEWSKA-MARAŃDA

1999 - 2003

ML specification of access control in information systems : co-operative approach of roles conception in the RBAC model

Partners:

Keywords:

Unavailable in english.

Guillaume CAVORY

1997 - 2000

Une approche génétique pour la résolution d’ordonnancement cyclique

Themes of the LGI2A:

Application areas:

Keywords:

Unavailable.

Ph.D. theses & HDR

Hajar ZERRIQ

Hanen AYDI

Boutayna ELGHOMRI

Hassan SAJJAD

Amine JARI

Aurélie AKLI

Anouar HADDAD

Hamza CHOKRI

Serigne Mamadou DIÈNE

Sohaib AFIFI

Issam NOUAOURI

Anne-Laure JOUSSELME

Frédéric PICHON

David MERCIER

Eric LEFEVRE

Hassane ABOUAISSA

Hamid ALLAOUI

Rémy DUPAS

Niama Assia EL JOUDI

Zainab KOUBAA

Imen OUESLATI

Amna ALTAF

Fares GRINA

Tuan Anh VU

Danielle NYAKAM NYA

Abderrazzak SABRI

Haifa NOUIRA

Khouloud DORGHAM

Abdelhalim ACHERGUI

Mariem BELHOR

Malika BEN KHALIFA

Chaima BEN ABDALLAH

Tekwa TEDJINI

Nasreddine OUERTANI

Siti MUTMAINAH

Yu-Lin HUANG

Seifeddine ABDELHAK

Safa BEN AYED

Cécilia DAQUIN

Sebastien RAMEL

Sanaa LERHLALY

Dorsaf DALDOUL

Najia BOUHA

Asma TRABELSI

Sabrine MALLEK

Laila EN-NAHLI

Nathalie HELAL

Pauline MINARY

Fábio Francisco DA COSTA FONTES

Nicolas DANLOUP

Hind NAKOURI

Samir HACHOUR

Amel ENNACEUR

Hirsh MAJID

Ahmed SAMET

Mira BOU FARAH

Khaoula BESBES

Vesela DRYANKOVA

Jean-Baptiste SOYEZ

Yuhan GUO

Yamine BOUZEMBRAK

Mohamed Amir ESSEGHIR

Kamel BOUMEDIENE

Alexandre VEREMME

Issam NOUAOURI

Milka UZUNOVA

Gildas MORVAN

Xin ZHAO

Kok Seng LOW

Jian XU

Violina IORDANOVA

Mohamed Saïd EL-HMAM

Yann LEMERET

Haiyan HOUSROUM