Publications

(J38) Malak Saidi, Anis Tissaoui, and Faiz S., "Microservices identification through a multi-model approach". International Journal of Computer Information Systems and Industrial Management Applications (IJCISIM), 15, (2023).

(J37) Soura Boulaares, Salma Sassi, Djamal Benslimane, Zakaria Maamar, and Faiz S., "A configurable composition language for the social IoT", Service Oriented Computing and Applications, Springer, 17(3), 161-182, (2023).

(J36) Soura Boulaares, Salma Sassi, Djamal Benslimane, Faiz S., "A hybrid approach: Uncertain configurable QoT-IoT composition based on fuzzy logic and genetic algorithm", International Journal of Hybrid Intelligent Systems, 19(3), 201-223, (2023).

(J35) Soura Boulaares, Salma Sassi, Djamal BenSlimane, and Faiz S., "A probabilistic approach: uncertain navigation of the uncertain web.", Concurrency and Computation: Practice and Experience 34, no. 23, 2022.

(J34) Malak Saidi, Anis Tissaoui, Djamal Benslimane, Faiz S., "Uncertainty measurement of a configurable business process". Systems Engineering, 2022

(J33) Roua Jabla, Maha Khemajac, Félix Buendiab, Faiz S., "Automatic Rule Generation for Decision-Making in Context-Aware Systems Using Machine Learning", Computational Intelligence and Neuroscience, Vol. 2022,

(J32) Jabla R., Khemaja M., Buendia F., Faiz S., “Automatic Ontology-Based Model Evolution for Learning Changes in Dynamic Environnants”, Applied Sciences, October 2021.

(J31) Landoulsi G., Mahmoudi K., Faiz S., “Building Natural Language Responses from Natural Language Questions in the Spatio-Temporal Context”, "International Journal of Intelligent Information and Database Systems", Inderscience, Vol. 14/N°1, 2021, pp. 1-25. .

(J30) Hasni S., Faiz S., “Word embeddings and deep learning for location prediction: tracking Coronavirus from British and American tweets”, Social Network Analysis and Mining, Vol. 11/N°1, 66, 2021.

(J29) Khalfi B., de Runz C., Faiz S., Akdag H., “A New Methodology for Storing Consistent Fuzzy Geospatial Data in Big Data Environment”, IEEE Transactions on Big Data, Vol.7/N°2, 2021, pp.468-482.

(J28) Toujani A., Achour H., Turki S.Y., Faiz S., “Estimating Forest Losses Using Spatio-temporal Pattern-based Sequence Classification Approach”, Applied Artificial Intelligence (AAI), Vol. 34/N° 12, 2020, pp. 916-940.

(J27) Hamdi S., Bouazizi E., Faiz S.,“Query optimisation in real-time spatial big data”, International Journal of Information and Decision Sciences (IJIDS), Inderscience, Vol. 12/N°1, 2020, pp. 348-376.

(J26) Taamallah A., Khemaja M., Faiz S., “A web-based platform for strategy design in smart cities”, International Journal of Web Based Communities (IJWBC), Inderscience, Vol. 15/N°1, 2019, pp. 62-84

(J25) Bdiwi R., De Runz C., Cherif A.,, Faiz S.,“Smart learning environment: Teacher’s role in assessing classroom attention”, Research in Learning Technology, Vol. 27, 2019.

(J24) Toujani A., Achour H., Faiz S., “Estimating forest fire losses using Stochastic Approach: Case study of the Kroumiria Mountains, Northwestern Tunisia”, International Journal of Applied Artificial Intelligence (IJAAI), Taylor and Francis, Vol. 32, 2018, pp.882-906.

(J23) Hamdi S., Bouazizi E., Faiz S., “QoS Management in Real-Time Spatial Big Data using a feedback Control Scheduling”, International Journal of Intelligent Information and Database Systems (IJIIDS), Inderscience, Vol. 11/N°4, 2018.

(J22) Ezzedine S., Turki S.Y., Faiz S., “An Automatic Transition from the Design to the Implementation of a Spatial Data Warehouse”, International Journal of Computational Systems Engineering (IJCSEE), Inderscience, Vol. 4/N°4, 2018.

(J21) Achour H., Toujani A., Rzigui T., Faiz S., “Dynamics of forest cover four years before and four years after the 2011Tunisian Revolution: A spatial analysis approach”, Journal of Geovisualization and Spatial Analysis (JGSA), Springer, Vol. 2/N°10, 2018.

(J20) Boulaaba A., Faiz S., “Towards Big GeoData Mining and Processing”, International Journal of Organizational and Collective Intelligence (IJOCI) 8(2), IGI-Global, Vol. 8/N°2, 2018, pp.60-73.

(J19) Khalfi B., de Runz C., Faiz S., Akdag H., “A New Methodology for Storing Consistent Fuzzy Geospatial Data in Big Data Environment”, Transactions on Big Data (TBD), IEEE Transactions, 2017.

(J18) Khalfi B., de Runz C., Faiz S., Akdag H., “Extending F-Perceptory to Model Fuzzy Objects with Composite Geometries for GIS”, Transactions in GIS (TGIS), Wiley, 2017.

(J17) Taamallah A., Khemaja M., Faiz S., “Strategy ontology construction and learning: insights from smart city strategies”, International Journal of Knowledge-Based Development (IJKBD), Inderscience, Vol. 8/N°3, 2017, pp. 206-228.

(J16) Abdaoui N., Hadj khalifa I., Faiz S., “Process of Personalizing the Ubiquitous Advertisements”, International Journal of Knowledge Society Research (IJKSR), IGI-Global, Vol. 8/N°2, 2017, pp.13-35.

(J15) Alouaoui H., Turki S.Y., Faiz S., “A neural network based on time series for spatiotemporal relationships prediction", International Journal of Spatial, Temporal and Multimedia Information Systems (IJSTMIS), Inderscience Publishers, Vol. 1/N°1, 2016, pp.63-86.

(J14) Ezzedine S., Turki S.Y., Faiz S., “An approach based on the clustering of spatial requirements’ Models and MDA to design spatial data warehouses”, International Journal of Data Mining, Modelling and Management (IJDMMM), Inderscience Publishers, Vol. 7/N°4, 2015, pp.276–292.

(J13) Alouaoui H., Turki S.Y., Faiz S., “Mining Spatiotemporal Association Rules from Spatiotemporal Databases", International Journal of Knowledge Engineering and Data Mining (IJKEDM), Inderscience Publishers, Vol. 3/N°2, 2015, pp. 190-207.

(J12) Faiz S., Krichen S., Inoubli W., “A DSS based on GIS and Tabu Search for solving the CVRP: the Tunisian case”, Egyptian Journal of Remote Sensing and Space Sciences (IJRSSS), Elsevier, Vol. 17/ N°1, 2014, pp. 105-110.

(J11) Mahmoudi K., Faiz S., “From text to semantic Geodata enrichment”, International Journal of Agent Technologies and Systems (IJATS), IGI Global, Vol. 6/N°1, 2014, pp. 28-44.

(J10) Krichen S., Faiz S., Tlili T., Tej K., “Tabu-based GIS for solving the vehicle routing problem”, International Journal Expert Systems with Applications, Elsevier, Vol. 41/N°14, 2014, pp. 6483–6493. (Impact Factor: 1.854).

(J09) Gharbi A., de Runz C., Faiz S., Akdag H., “An association rules based approach to predict semantic land use evolution in the French city of Saint-Denis”, International Journal of Data Warehousing and Mining (IJDWM), IGI Global, Vol. 10/N° 2, 2014. (Impact Factor : 1,355).

(J08) Tlili T., Krichen S. , Faiz S., “Towards a decision making support system for the capacitated vehicle routing problem”, International Journal of Decision Support Systems Technologies (IJDSST), IGI Global, Vol. 5/N° 4, 2013, pp.21-33.

(J07) Mahmoudi Kh., Faiz S., “Text management to complement the semantic aspect of geodata”, International Information - Interaction - Intelligence Journal (I3 Journal), Cépadues Editions, Vol. 12/N° 1, 2012, pp. 75-104.

(J06) Turki S.Y., Faiz S., “Apport des règles d'association spatiales pour l'alimentation automatique des bases de données géographiques”, Revue Internationale de Géomatique, Editions Hermès-Lavoisier, Vol. 19/N° 1, 2009, pp. 27-44.

(J05) Turki S.Y., Faiz S., “Détermination de l’occupation du sol en milieu urbain à partir d’images satellites par l’utilisation des règles d’association spatiale”, Revue Française de Photogrammétrie et de Télédétection, n°189 (2008-1), 2008, pp. 51-64.

(J04) Mahmoudi Kh., Faiz S., “Un processus d’acquisition d’information pour les besoins de l’enrichissement des BDG”, Revue des Nouvelles Technologies de l’Information, RNTI-E-8, Editions Cepaduès, 2008, pp. 691-696.

(J03) Zbidi N., Faïz S., Limam M., “On mining summaries by objective measures of interestingness”, Machine Learning Journal, Kluwer Academic Publishers, Vol. 62/N° 3, 2006, pp. 175-198. (Impact Factor : 1,455).

(J02) Mahmoudi Kh., Faiz S., “Une approche distribuée pour l’extraction de connaissances : Application à l’enrichissement de l’aspect factuel des BDG”, Revue des Nouvelles Technologies de l’Information, RNTI-E-6, Editions Cepaduès, 2006, pp. 107-118.

(J01) Faiz S., Boursier P., “Geographic data quality: From assessment to exploitation”, Cartographica: The International Journal for Geographic Information and Geovisualization, Editeur Richardson D.E., N° 33:1/Carto, 1997, pp. 33-40.