Aller au contenu | Menu

EM Strasbourg Business School
Autres sites
EM Strasbourg Business School
EM Strasbourg Business School
be distinctive
Logo Partenaires

Enseignants-chercheurs


Madame SAMIA CHEHBI GAMOURA

Enseignant-chercheur
Docteur en Data Science, Intelligence Artificielle et Management
Disciplines : Stratégie / Management opérationnel
Laboratoire : Humanis

Domaines d'enseignement

Big Data Analytics, Artificial Intelligence, Machine Learning, Enterprise Information Systems, Supply Chain Management, Project Management, Modeling, Simulation

Thèmes de recherche

Big Data Analytics, Artificial Intelligence, Machine Learning, Enterprise Information Systems, Supply Chain Management, Project Management, Modeling, Simulation

Enseignement

- Doctorat PhD en Intelligence Artificielle appliquée au Supply Chain Management à la Fac Eco Gestion Lyon 2,
- Master 2 Recherche (ex. DEA) en Intelligence Artificielle appliquée à l'imagerie médicale à l'INSA de Lyon,
- Ingénieur d'Etat en Génie Logiciel - Informatique,
- Cértifiée Gestion de Projet, Gestion Agile, Cryptologie, Master Data Management

Parcours

Big Data Analytics, Artificial Intelligence, Machine Learning, Enterprise Information Systems, Supply Chain Management, Project Management, Modeling, Simulation
Articles académiques CNRS/FNEGE/HCERES
"Entrepôts du Futur : Le Concept de Cartographie de Contradictions", (with D. Kucharavy,, D. Damand, M. Barth), Logistique & Management, 2020 [FNEGE rang 4]
"Cross-Management of Risks in Big Data-Driven Industries by the use of Fuzzy Cognitive Maps", (with R. Derrouiche, D. Damand, M. Barth), Logistique & Management, janvier 2020 [FNEGE rang 4]
"Insights from Big Data Analytics in Supply Chain Management: An All-Inclusive Literature Review Using the SCOR Model", (with Ridha DERROUICHE, David DAMAND, Marc BARTH), Production Planning and Control, 2019 [CNRS cat. 2 / FNEGE rang 2 / HCERES]
"Supply Chain Planning: potential generalization of parameterization rules based on a literature review", (with David Damand, Ridha Derrouiche, Marc Barth), Supply Chain Forum: An International Journal, 2019 [CNRS cat. 4 / FNEGE rang 3]
Articles académiques
"Evaluation of Waiting Time and Transport Costs with Simulation in Urban Bus Transport", (with E. R. Kocaer, H.-I. Koruca,), International Journal of Applied Mathematics Electronics and Computers, Vol. 7(4), n° ISSN:2147-82282, 2019
"A Comparison of Current and Alternative Production Characteristics Of a Flow Line: Case Study In a Yarn Producer’s Packaging Unit , , Vol. 10, n° 2147-8228, 2018 (with U. KÖKER, H. İ. KORUCA)", (with U. KÖKER, H. İ. KORUCA), International Journal of Applied Mathematics, Electronics and Computers, Vol. 10, n° 2147-8228, 2018
"Challenge of Supply Chain Resilience in Big Data Era: The Butterfly Effect", (with H. I. Koruca, U. Köker), International Journal of Applied Mathematics, Electronics and Computers, Vol. Vol. 10, n° 4, 2018
Articles académiques HCERES/SHS
"التعزيز غير اللساني للخطاب المنطوق Non-verbal reinforcement in the session", Journal of Cultural, Linguistic and Artistic Studies, Vol. 5, n° ISSN 2625-8943, 2019 (with H. Kerrouche)
"Smart Workload Automation by Swarm Intelligence within the Wide Cloud Computing", International Journal of Mechanical Engineering and Automation, Vol. 3, n° 2163-2405, 2016
Autres ouvrages
L’ère de l’ordinateur penseur : Intelligence et Cerveau Artificiel, EU Editions, 2018 128 p.,
Modélisation et Simulation des Chaînes Logistiques par l’Approche Agents, EU Editions, 2010 225 p.,
Editing
Special Issue "Big Data Analytics: Applications and Applicability in Management" in International Journal of Spatio-Temporal Data Science, Inderscience Publishers, forthcoming, (with R. Derrouiche, Y. Yao)
Chapitres d'ouvrages scientifiques
"State and Trends of Machine Learning Approaches in Business: An Empirical Review", "in :Artificial Intelligence and Applied Mathematics in Engineering Problems", Springer Nature, January 2020, , 1-16 (with R. Derrouiche, H.-I. Koruca, U. Kaya)
"Predictive Machine Learning for Recommendation System in Big Data Unstructured Business Processes", "in :Proceedings of the International Conference on Economics and Business Management", World Research Library, mai 2019, (with R. Derrouiche, H. Ibrahim Koruca, H. Kerrouche)
"Using Big Data Analytics in Supply Chain: Proposed Framework and Review ", "in :Proceedings of the International Conference on Economics and Business Management", World Research Library, février 2019, (with S. Chehbi-Gamoura, H. Ibrahim Koruca)
"Balancing Assembly Line of Sofa Sets in a Furniture Factory and Measuring the Efficiency of the System by A Simulation", "in :Academic Perspective Procedia", Academic Perspective Procedia, 1 ed., novembre 2018, (with Halil İbrahim Koruca, Utku Köker, Serhat Uluşık)
"A Cloud-Based Approach for Cross-Management of Disaster Plans: Managing Risk in Networked Enterprises", "in :Critical Research on Scalability and Security Issues in Virtual Cloud Environmen", IGI Global, septembre 2018
"Adaptive Management Approach for more Availability of Big Data Business Analytics", "in :Engineering and MIS", ACM, juin 2018, (with Samia Chehbi-Gamoura, Ridha Derrouiche, Manisha Malhotra, Halil Ibrahim Koruca)
"Big Valuable Data in Supply Chain: Deep Analysis of Current Trends and Coming Potential", "in :Collaboration in a Data-Rich World ", Springer, 2017, (with R. Derrouiche)
"Machine Learning Agents in the Cloud to Support Smart Business Process Management", "in :Risks and Resilience of Collaborative Networks", Springer, 2015, (with L. Buzon, R. Derrouiche)
"Multi Layers Supply Chain Modelling Based on Multi agents Approach", "in :Emerging Solutions for Future Manufacturing Systems ", Springer/Kluwer, 2005, (with Y. Ouzrout, A. Bouras)
Communications scientifiques
"Review of Personnel Schedule in Term of Work-Life Balance", International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020), Antalya, Turkey, 2020, (with H. İ. KORUCA, E. GÜLMEZ, E. R. KOCAER)
"The Theory of Complexity and “No Free Lunch” Theorem in Business Artificial Intelligence", International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020) , Antalya, Turkey, 2020, (with H.I. Koruca, E. GÜLMEZ, E. R. KOCAER)
"Predictive Cross-Management of Disaster Plans in Big Daya Supply Chains: Fuzzy Cognitive Maps Approach", International Conference of Modelling, Optimization and SIMulation, Toulouse (France), 2018, (with R. Derrouiche, M. Malhotra, D. Damand)
"Rôles des Analytiques en Big Data dans la Supply Chain: Analyse Approfondie des Tendances Actuelles et Potentiels à Venir", 12ème Rencontres Internationales de la Recherche en Logistique et Supply Chain Management, Paris (France), 2018, (with R. Derrouiche, , D. Damand)
"Simulation de prise de décision dans la Supply Chain: une approche multi agents ", 6th Conference of Modelling and Simulation, Rabat (Morocco), 2006, (with Y. Ouzrout, A. Bouras)
Autres conférences académiques / conférences professionnelles
"Blockchain Adoption in Business Models: What is the Business Value? ", International Conference on Economics and Business Management (ICEBM), Singapore, 2020, (with H. I. Koruca, S. Sharma)
"Making Supply Chain Data more valuable through Machine Learning Approaches: A Methodical Review", IEEE 7th edition of the 2019 International Conference on Advanced Logistics and Transport (IEEE ICALT 2019), Marrakech (Morocco), 2019, (with R. Derrouiche, H. I. Koruca)
"Development of a Flexible Software for Disassembly Line Balancing with Heurıstic Methods", International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019), 2019, (with Ü. Kaya, H. I. Koruca)
"Using map of contradiction for decision support within warehouse design process", 9th IFAC/IFIP/IFORS/IISE/INFORMS Conference Manufacturing Modelling, Management and Control MIM 2019, Berlin, Germany, 2019, (with D. Kucharavy, D. Damand, M. Barth, R. Derrouiche)
"Customer Demand suitable Bicycle Design and Cost Analysis", AssossCongress 18-19-20 NİSAN 2019 ALANYA/ANTALYA/TÜRKİY, Alanya (Turkey), 2019, (with Halil İbrahim KORUCA, Cemre Yılmaz, Emine Rumeysa Kocaer, Ridha Derrouiche)
"L’intelligence Artificielle entre la réalité et l’espoir: Etude technique et pratique en management الذكاء الاصطناعي بين الواقع والمأمول : دراسة تقنية وميدانية ", 5th Colloque International de l’Intelligence Artificielle, Algiers (Algeria), 2018, (with A. Bey, H. Kerrouche)
"Supply Chain Balanced ScoreCard Framework to analyse Collaborative Value-Added", 5th International Social Sciences Symposium in Yildiz Teknik University, Istanbul (Turkey), 2018, (with R. Derrouiche, H. İ. Koruca)
"A Comparison of Current and Alternative Production Characteristics Of a Flow Line: Case Study: In a Yarn Producer’s Packaging Unit", International Conference of Advanced Technology and Science , Antalya (Turkey), 2018, (with U. Koker, H-I. Koruca)
"Toward Fault-Tolerant Management of Big Data Supply Chains: Case of Butterfly Effect", International Conference of Advanced Technology and Science, Antalya (Turkey), 2018, (with H-I. Koruca, U. Koker)
"Towards a Collaborative Supply Chain Balanced Scorecard Framework to Analyse Collaborative Value-added", IEEE International Conference on Industrial Engineering and Engineering Management, Singapore (Singapore), 2017, (with R. Derrouiche , D. Damand, H. Bouguessas)
"MACSC : Un Outil de Simulation Multi-Agents pour la Gestion Collaborative des Chaines Logistiques Complexes", 10ème Congrès International de Génie Industriel, La Rochelle (France), 2013, (with R. Derrouiche)
"Multi criteria decision making to improve supply chain interactions: multi agent simulation approach", 12th Symposium on Information Problems in Manufacturing, Saint-Etienne (France), 2006, (with Y. Ouzrout, A. Bouras)
"La collaboration inter-entreprises n-acteurs avec le C-MRP", 1ère Conférence Internationale Francophone d’Automatique, Douz (Tunisia), 2004, (with Y. Ouzrout, A. Bouras)
"Supply Chain Complexity: Formulation, Design and Multi Layers Modeling", 4th International Conference on Modeling and Optimization, Hawaii (USA), 2004, (with Y. Ouzrout, A. Bouras)
"La formulation mathématique des interactions entre les acteurs de la Chaîne Logistique", National Conference of University Research , Nice (France), 2004, (with R. Derrouiche, Y. Ouzrout, A. Bouras)
"Aide à la décision multicritère dans la supply chain modélisée par des agents décideurs", Colloque en Information et Systèmes Productifs , Grenoble (France), 2004, (with Y. Ouzrout, A. Bouras)
"Modelisation d’une Collaboration Inter-Entreprises N-Acteurs : Vers Le C-MRP", 5th International Conference of Modelling, Optimization and SIMulation (MOSIM 2004), Nantes (France), 2004, (with Ridha Derrouiche, Gilles Neubert, Abdelaziz Bouras)
"Multi Agent Supply Chain Architecture to Optimize Distributed Decision Making ", 7th Conference on Systemic and Informatics, Florida (USA), 2003, (with R. Derrouiche, Y. Ouzrout, A. Bouras)
"Using an elastic deformable template for the segmentation of ultrasound cardiac radio frequency images based on the velocity information ", IEEE International Ultrasonic Symposium, Munich (Germany), 2002, (with I. Dydenko, D. Friboulet, P. Clarysse , I-E. Magnin, J. D'hooge)
Working papers
Real-time data analytics and prediction of the covid-19 pandemic (period to April 2nd 2020), Humanis, April 2020
Real-time data analytics and prediction of the covid-19 pandemic (period to March 22th 2020) , Humanis, March 2020
Real-time data analytics and prediction of the covid-19 pandemic (period to March 26th 2020), Humanis, March 2020
Real-time data analytics and prediction of the covid-19 pandemic (period to March 28th 2020) , Humanis, March 2020
Real-time data analytics and prediction of the covid-19 pandemic (period to April 4th 2020) , Humanis, 2020
Real-time data analytics and prediction of the covid-19 pandemic (period to April 10th 2020), Humanis, 2020
Real-time data analytics and prediction of the covid-19 pandemic (period to April 13th 2020), Humanis, 2020
Proposition De Strategie De Deconfinement Basee Sur L'intelligence Artificielle Et La Prediction: Analytiques Et Prediction En Temps Reel De La Pandemie Covid-19, Humanis, 2020
Approches d’Intelligence Artificielle et Technologies 4.0 (IoT) pour des Ecolabels Intelligents (Smart Ecolabel): Vers une Consommation Verte et Intelligente, Humanis, 2019
Intelligence Artificielle et Technologies 4.0 pour une Consommation Plus Ecologique: Vers une Consommation Verte et Intelligente, Humanis, 2019
Approche d’Intelligence Artificielle (AI) (Machine Learning) pour un Système d’Orientation des Consommateurs des Produits Ecolabel (Smart Eco-Adviser), Humanis, 2019
Approche d’Intelligence Artificielle (AI) et Big Data (une des Technologies 4.0) pour des Ecolabels Tagués (Eco-Tagged label): Vers une Consommation Verte et Intelligente., HyManis, EM Strasbourg, 2019
Organisation de manifestations académiques
Session Chair and KeyNote Speaker in International Conference on Economics and Business Management (ICEBM 2020) on 01/2020, Singapore, Singapore, 2020
Call For Papers: Special Session on " Enabling Artificial Intelligence , Strasbourg, 2020
Artificial Intelligence & Big Data in Business, Mulhouse, France, juin 2019
Études et rapports
Segmentation des Séquences d’Images Ultrasonores RF par la Méthode des Gabarits Déformables: Application au suivi des mouvements cardiaques, , INSA of Lyon, France, 2002
Elaboration d’un Algorithme Robuste d'Apprentissage Back Propagation dans les Réseaux de Neurones Artificiels: Application à la reconnaissance de mots en langue arabe, , Engineering National School USTO - Oran (Algeria), 2001
Thèses/HDR soutenues
Modélisation et Simulation des Processus Collaboratifs dans les Chaînes Logistiques : Une Approche Multi Agents., University of Lyon 2. Economy and Management Faculty, 2007
Partagez ! Recommandez !

Recherche dans l'annuaire
Recherche dans l'annuaire

Connexion