Journals        

• Amghar S.; Cherdal S.; Mouline S., A Schema Integration Approach for Big Data Analysis, Ingenierie des Systemes d'Information, Vol. 28, Issue 2. 2023, DOI: 10.18280/isi.280207

• Srifi M.; Oussous A.; Ait Lahcen A.; Mouline S., A novel deep learning-based recommender system for Arabic content, Journal of Intelligent and Fuzzy Systems, vol. 43, Issue 1, 2022. DOI: 10.3233/JIFS-212274

• Amghar S.; Cherdal S.; Mouline S. Storing, preprocessing and analyzing tweets: finding the suitable NoSQL system, International Journal of Computers and Applications, Vol. 44, Issue 6, 2022. DOI: 10.1080/1206212X.2020.1846946

• Srifi M.; Oussous A.; Ait Lahcen A.; Mouline S., Evaluation of recent advances in recommender systems on Arabic content, Journal of Big Data, vol. 8, Issue 1, 2021, DOI: 10.1186/s40537-021-00420-2

• B Touijer, YB Maissa, S Mouline, IEEE 802.15. 6 CSMA/CA access method for WBANs: Performance evaluation and new backoff counter selection procedure, Computer Networks, 2021, vol. 188. DOI: 10.1016/j.comnet.2020.107759.

• Lyazidi A.; Mouline S., ONCAR: An ontology-based approach for car automation modeling, International Journal of Vehicle Systems Modelling and Testing, vol. 15, Issue 1, 2021. DOI: 10.1504/IJVSMT.2021.115815

• Souad Amghar, Safae Cherdal & Salma Mouline, "Storing, preprocessing and analyzing tweets: finding the suitable noSQL system", International Journal of Computers and Applications 2020, DOI: 10.1080/1206212X.2020.1846946

• Bethaina Touijer, Yann Ben Maissa, and Salma Mouline, “Scalability Validation of the Posting Access Method through UPPAAL-SMC Model-Checker” International Journal of Advanced Computer Science and Applications(IJACSA), 11(8), 2020. 

• B Ait Hammou, A Ait Lahcen, S Mouline, "Towards a real-time processing framework based on improved distributed recurrent neural network variants with fastText for social big data analytics" - Information Processing & Management, 2020

• Srifi, M.; Oussous, A.; Ait Lahcen, A.; Mouline, S. Recommender Systems Based on Collaborative Filtering Using Review Texts—A Survey. Information 2020, 11, 317.

• Ait Hammou B., Ait Lahcen A.,  Mouline S., Towards a real-time processing framework based on improved distributed recurrent neural network variants with fastText for social big data analytics, Information Processing & Management, vol. 57, Issue 1, pages 102-122, 2020.

• Ait Hammou B., Ait Lahcen A.,  Mouline S. An effective distributed predictive model with Matrix factorization and random forest for Big Data recommendation systems, Expert Systems with Applications, Vol. 137, pages 253-265, 2019

• Zerhari B., Ait Lahcen A.,  Mouline S., MIPCNF: Multi-iterative partitioning class noise filter, Journal of Intelligent & Fuzzy Systems, Vol. 37, Issue 5, pages 6761-6772, 2019.

• Ait Hammou B., Ait Lahcen A.,  Mouline S., FRAIPA version 2: A fast recommendation approach based on self-adaptation and multi-thresholding, Expert Systems with Applications, Vol. 118, pages 209-216, 2019.

• Ait Hammou B., Ait Lahcen A., Mouline S., A distributed group recommendation system based on extreme gradient boosting and big data technologies, Applied Intelligence, Vol. 49, Issue 12, pages 4128-4149, 2019.

• Cherdal S., Amghar S., Mouline S., SBGN2HFPN transformation of SBGN-PD into Petri Nets illustrated on the Glycolysis pathway, International Journal of Intelligent Engineering and Systems, Volume 11, Issue 5, page 275-289, 2018. 

• Ait Hammou B., Ait Lahcen A., Mouline S., APRA: An approximate parallel recommendation algorithm for Big Data, Knowledge-Based Systems, Vol. 157, pages 10-19, 2018.

• Zerhari B., Ait Lahcen A.,  Mouline S., A New Horizo-Vertical Distributed Feature Selection Approach, Cybernetics and Information Technologies, Vol. 18, Issue 4, pages 15-28, 2018.

• Cherdal S, Mouline S. Modelling and simulation of biochemical processes using Petri nets Processes 2018.

• Lyazidi A, Mouline S. A Metamodel-driven Definition and Implementation of ONDAR: A Home Automation Ontology. International Journal of Computer Applications in Technology. Vol. 58, Issue 3 pages 198-210, 2018.

• Lyazidi A, Mouline S. A model-driven engineering approach to formally verify BPMN models using Petri Nets. Int. J. of Business Process Integration and Management,;8 (4) :273-284, 2017.

• Maryam Radgui, Rajaa Saidi, Salma Mouline, Évaluations qualitatives d'un mécanisme d'identification de fragments métiers réutilisables à partir de processus métiers. Ingénierie des Systèmes d'Information 19(1): 97-123 (2014)

• Y. BenMaissa, F. Kordon, S. Mouline, & Y. Thierry-Mieg, (2013). Modeling and Analyzing Wireless Sensor Networks with VeriSensor: an Integrated Workflow. In Transactions on Petri Nets and Other Models of Concurrency VIII (pp. 24-47). Springer Berlin Heidelberg.

• Maryam Radgui, Saidi Rajaa, Salma Mouline Design for reuse in business process: a method and experiments International Journal of Enterprise Information Systems 01/2013; 9(4):12-27.

• M. Radgui, R. Saidi, and S. Mouline.  A Pattern for the Decomposition of Business Processes. IJCA Special Issue on Software Engineering, Databases and Expert Systems SEDEX(1):10-15, September 2012. Published by Foundation of Computer Science, New York, USA.

• S. Benandellah Chaouni, M. Fredj, S. Mouline, MDA based-approach for UML Models Complete Comparison, IJCSI, Volume 8, Issue 2, March 2011

• S. Benabdellah Chaouni, M.  Fredj  et  S. Mouline, A Hybrid  approach  for Models Comparison,  IADIS  International  Journal  on  Computer  Science  and  Information Systems, Volume 6, Issue 1, 2011

• R. Saidi, A. Front, M. Fredj, S. Mouline, D. Rieu, Une contribution à l'ingénierie de composants métier processus, Journal AMADEIA, numéro spéciale JDTIC’09 paru en 2010.

• R. Saidi, A. Front, M. Fredj, S. Mouline Variabilité dans les composants métiers multivues, Revue RTSI-ISI : Revue des Sciences et Technologies de l'Information - Ingénierie des Systèmes d'Information , "Dimensions communautaire et organisationnelle", éditeur Hermès-Lavoisier, numéro 14/2009, PP. 61-86.

• A. Lasfar, S . Mouline, D. Aboutajdine, H. Chérifi, An Indexing Method For Fractal Coded Image Databases, Revue Réseaux et Systèmes Répartis, calculateurs parallèles, numéro spécial "Image et Video", Vol. 12, n° 2-4, Hermès Sciences Publications, 2000 pp :407-416.

International Conferences and Workshops 

• Ait Hammou B., Ait Lahcen A.,  Mouline S., A Distributed Ensemble of Deep Convolutional Neural Networks with Random Forest for Big Data Sentiment Analysis, International Conference on Mobile, Secure, and Programmable Networking, pages 153-162, 2019. 

• Lyazidi A., Mouline S., BuiS: A Methodology for Smart Building Modeling, Intelligent Environments 2019: Workshop Proceedings of the 15th International Conference on Intelligent Environments, Vol. 26, pages 56, 2019.

• Lyazidi A., Mouline S., Formal Verification of UML State Machine Diagrams Using Petri Nets, International Conference on Networked Systems (NETYS), pages 67-74, 2019.

• Amghar S.,  Cherdal S., Mouline S., Data Integration and NoSQL Systems: A State of the Art, Proceedings of the 4th International Conference on Big Data and Internet of Things, pages 1-6, 2019.

• Srifi M., Ait Hammou B., Ait Lahcen A., Mouline S., A Concise Survey on Content Recommendations, International Conference on Big Data, Cloud and Applications, pages 393-405, 2018.

• Amghar S.,  Cherdal S., Mouline S., Which NoSQL database for IoT Applications? International Conference on Selected Topics in Mobile and Wireless Networking (MoWNeT), pages 131-137, 2018.

• Srifi M., Ait Hammou B., Ait Lahcen A., Mouline S., Collaborative recommender systems based on user-generated reviews: A concise survey, International Symposium on Advanced Electrical and Communication Technologies (ISAECT) page 1-6, 2018.

• Touijer B, Maissa YB, Mouline S. MAC protocols for Wireless Body Area Networks: An overview, in 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017, 26-30 June. Valencia; 2017.

• Cherdal S, Mouline S. A Petri Net Model to Simulate and Analyse Cerebral Folate Deficiency and Hyperhomocysteinemia effects in Autism Spectrum Disorder, in IEEE 2016, 7th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications, SETIT 2016. December 18-20, Hammamet, Tunisia; 2016.

• Ennajari H, Ben-Maissa Y, Mouline S. Energy Efficient In-Network Aggregation Algorithms in Wireless Sensor Networks: A Survey, in Advances in Ubiquitous Networking 2 - Proceedings of the UNet'16, Casablanca, Morocco, May 30 - June 1, 2016. ; 2016:135–148. Publisher's Version

• Zerhari B, Lahcen AA, Mouline S. Detection and elimination of class noise in large datasets using partitioning filter technique, in 4th IEEE International Colloquium on Information Science and Technology, CiSt 2016, Tangier, Morocco, October 24-26, 2016. ; 2016:194–199. Publisher's Version 

• Safae Cherdal and Salma Mouline, "Petri Net for Modelling and Analysing a Complex System Related to Alzheimer's Disease", SAC 2016, 31st ACM Symposium on Applied Computing, Pisa, Italy   April 4-8, 2016

• Safae Cherdal and Salma Mouline, "A Petri Net Model for a Composed Biological System", IEEE 2015 International Conference on Information and Communication Technology and Accessibility, ICTA 2015”, December 21-23, 2015,  Marrakech, Morocco  

• Achraf Lyazidi, Salma Mouline "ONDAR: An Ontology for Home Automation", The 15th International Conference on Intelligent Systems Design and Applications (ISDA), December 14-16  2015, Marrakech, Morroco.

• S. Benabdellah Chaouni, M. Fredj et S. Mouline, "A Rules-based system for model composition" 12th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2015) November 17-20, 2015 at Marrakech, Morocco.

• Btissam Zerhari, Ayoub Ait Lahcen, Salma Mouline, "Big Data Clustering: Algorithms and Challenges", International Conference on Big Data, Cloud and Applications BDCA'15, At Tetuan, Morocco, May 2015

• Radgui, M.; Saidi, R.; Mouline, S., "Urbanized Information Systems based on business services," in Complex Systems (WCCS), 2014 Second World Conference on, vol., no., pp.109-114, 10-12 Nov. 2014

• Zahir, J.; El Qadi, A.; Mouline, S., "Access plan recommendation: A clustering-based approach using queries similarity," in Complex Systems (WCCS), 2014 Second World Conference on, vol., no., pp.55-60, 10-12 Nov. 2014

• Safae CHERDAL, Salma MOULINE , « Vérification des modèles : Cas des systèmes biologiques », SITA 2014, 7-8 mai 2014, Rabat, Maroc.

• Radgui, M., Saidi, R., & Mouline, S. Business models alignment with reuse approach, (RCIS), May 28 - 30, Marrakech, Maroc, 2014.

• Safae CHERDAL, Salma MOULINE , État de l’art sur la vérification des modèles , JDTIC 2013, Rabat, Maroc

• A. Lyazidi, S. Mouline, Formal Verification of BPMN Models using Petri Nets, Maroc 2013, The 1st International Workshop on Models and Algorithms for Reliable and Open Computing., Tetouan, Morocco; 01/2013

• Benmaissa, Y., Kordon, F., Mouline, S., & Thierry-Mieg, Y. (2012). Modeling and analyzing wireless sensor networks with VeriSensor. Petri Net and Software Engineering (PNSE), 60-76.

• Radgui, M., Saidi, R., & Mouline, S. (2012, September). Extracting reusable fragments from business processes using BPMN. In Innovative Computing Technology (INTECH), 2012 Second International Conference on (pp. 424-429). IEEE.

• Parigot, D., Lahcen, A. A., & Mouline, S. (2012, February). Toward Data-Centric View on Service-Based Component Systems: Formalism, Analysis and Execution. In PDP'11: Euromicro International Conference on Parallel, Distributed and Network-Based Computing.

• Lahcen, A. A., Parigot, D., & Mouline, S. (2012, December). Defining and Analyzing P2P Applications with a Data-Dependency Formalism. In Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2012 13th International Conference on (pp. 317-322). IEEE.

• S. Benabdellah Chaouni, M. Fredj et S. Mouline, Metamodels for models complete Integration, IEEE International Conference on Information Reuse and Integration, IRI 2011, 3-5 August 2011, Las Vegas, Nevada, USA integration

• Y. Ben Maissa, S. Mouline « A SysML profile for wireless sensor networks modeling», SIVC’2010, Rabat, Maroc, 30 septembre- 1, 2 octobre, 2010

• S. Benabdellah Chaouni, M. Fredj et S. Mouline, A Hybrid approach for Models Comparison, IADIS (International Association for the Development of Information Society) Applied Computing 2010 (AC 2010), Timisoara, Roumanie, 14-16 October 2010.

• Saidi R., Front A., Rieu D., Fredj M., Mouline S., “Component-Based Development: Extension with Business Component Reuse”, Third IEEE International Conference on Research Challenges in Information Science (RCIS), Avril 22 - 24, Fès, Maroc, 2009.

• R. Saidi, M. Fredj, A. Front, S. Mouline et D. Rieu, 'Une contribution à l’ingénierie de composants métier processus', JDTIC 2009, Rabat, Maroc

• S. Benabdellah Chaouni, M. Fredj et S. Mouline, 'Vers une fusion des modèles métier avec les ontologies', JDTIC 2009, Rabat, Maroc

• Saidi R., Fredj M., Mouline S., Front A., Rieu D., “Variability Modelling for Business Component Customization”, the IEEE Symposium on Computers and Communications (ISCC'08), Juillet 6 - 9, Marrakech, Maroc, 2008. ISBN: 978-1-4244-2702-4.

• Saidi R., Front A., Rieu D., Fredj M., Mouline S., “From a Business Component to a Functional Component using a Multi-View Variability Modelling”, MoDISE-EUS’2008 workshop in conjunction with The 20th International Conference on Advanced Information Systems Engineering (CaiSE'08), 16-17 June, Montpellier, France, 2008, CEUR Workshop Proceedings, ISSN 1613-0073, online CEUR-WS.org/Vol-341/

• Saidi R., Fredj M., Mouline S., Front A., Rieu D., "Spécification de composants métier : une approche par expression de variabilité multi-vue", XXVIème Congrès INFORSID, 27-30 mai, Fontainebleau, France, 2008. ISBN : 2-906855-23-5.

• Saidi R., Front A., Rieu D., Fredj M., Mouline S., “From a Business Component to a Functional Component using a Multi-View Variability Modelling”, (ERTSI) 7ème atelier sur l'Evolution, la Réutilisation et la Traçabilité des Systèmes d'Information en conjonction avec le XXVIème Congrès INFORSID, 27-30 mai, Fontainebleau, France, 2008.

• Saidi R., Fredj M., Mouline S., Front A., Rieu D., "Towards Managing Variability Across Business Component Development", (IRI) The 2007 IEEE International Conference on Information Reuse and Integration, IRI – 2007, 13-15 août, Las Vegas, USA, 2007. ISBN: 1-4244-1500-4.

• Saidi R., Front A., Rieu D., Fredj M., Mouline S., "Concepts clés et techniques de la Variabilité pour la Réutilisation des Composants Métier", Wotic07 (Workshop sur les Technologies de l’Information et de la Communication), 5-6 juillet, Rabat, Maroc, 2007.

• Saidi R., Fredj M., Mouline S., "Une approche par composants pour les Systèmes Coopératifs: cas des applications E-Gov", WMIEGov (Workshop on Management and Integration in E-Gov Architectures), NOTERE’07, 4 Juin, Marrakech, Maroc, 2007. ISBN: 9981-9704-8-4.

• B. Slayki, M. Fredj, S. Mouline, "Application de l’Ingénierie Dirigée par les Modèles aux Systèmes Multi-Agents, Etude du cas UML-to-GAIA dans un contexte E-Gov", Workshop on Management and Integration in E-Gov Architectures, NOTERE 2007, Marrakech, Maroc, June 4-8 2007

• Saidi R., Fredj M., Mouline S., "Intégration de l’approche composant dans la conception des systèmes coopératifs", Wotic05 (Workshop sur les Technologies de l’Information et de la Communication), 24- 25 Juin, Kénitra, Maroc, 2005.

• A. Lasfar, S . Mouline, D. Aboutajdine, H. Chérifi, "Content-Based Retrieval in Fractal Coded Image Databases", International Conference on Pattern Recognition, (IEEE CS) Barcelona, Spain, September 3-7, 2000.

• A. Lasfar, S . Mouline, D. Aboutajdine, H. Chérifi, "Content-Based Retrieval in Fractal Coded Image Databases", ISIVC’2000, Rabat, Maroc, April 17-20, 2000.

• S. E. Ouatik, S . Mouline, R. Laurini, FO-SQL : "Un langage de requêtes pour l’interrogation, la définition et la manipulation des champs spatio-temporels continus", ISIVC’2000, Rabat, Maroc, April 17-20, 2000

• A. Lasfar, S . Mouline, D. Aboutajdine, H. Chérifi, "Recherche d'images compressées par la méthode fractale", CORESA’99, Sofia Antipolis, France, June 14-15, 1999

• Salma Mouline, Flávio Oquendo, Algèbre des Objets Classes : une Algèbre d'Objets Complexes Fondée sur une Approche Méréologique. BDA 1993, Neuvièmes Journées Bases de Données Avancées, 27-30 Septembre 1993, Toulouse. INRIA 1993

• Selma Arbaoui, Salma Mouline, Flávio Oquendo, Guy Tassart : PEACE: Describing and Managing Evolving Knowledge in the Software Process. EWSPT 1992: 215-222

• Salma Mouline, Flávio Oquendo, Algèbre des objets classes : une algèbre pour les bases de données orientées objet. Actes des journées Langages et Modèles à Objets, LMO'94. Grenoble, 13-14 octobre; 01/1994

National Conferences and Workshops 

• Safae CHERDAL, Salma MOULINE , État de l’art sur la vérification des modèles , JDTIC 2013, Rabat, Maroc

• A. Lyazidi, S. Mouline, Formal Verification of BPMN Models using Petri Nets, Maroc 2013, The 1st International Workshop on Models and Algorithms for Reliable and Open Computing., Tetouan, Morocco; 01/2013

• R. Saidi, M. Fredj, A. Front, S. Mouline et D. Rieu, 'Une contribution à l’ingénierie de composants métier processus', JDTIC 2009, Rabat, Maroc

• S. Benabdellah Chaouni, M. Fredj et S. Mouline, 'Vers une fusion des modèles métier avec les ontologies', JDTIC 2009, Rabat, Maroc

• Saidi R., Front A., Rieu D., Fredj M., Mouline S., "Concepts clés et techniques de la Variabilité pour la Réutilisation des Composants Métier", Wotic07 (Workshop sur les Technologies de l’Information et de la Communication), 5-6 juillet, Rabat, Maroc, 2007.

• Saidi R., Fredj M., Mouline S., "Intégration de l’approche composant dans la conception des systèmes coopératifs", Wotic05 (Workshop sur les Technologies de l’Information et de la Communication), 24- 25 Juin, Kénitra, Maroc, 2005.