Estimation robuste du canal non stationnaire en mode fdd de la norme utra. - Fatima Guerouate; Ahmed Meziane; Josep Vidal; Driss Aboutajdine (Ann. des Télécommunications, 2002)

How to Assist Tutors to Rebuild Groups Within an ITS by Exploiting Traces. Case of a Closed Forum. - Mohammed Salihoun; Fatima Guerouate; Naoual Berbiche; Mohammed Sbihi (Int. J. Emerg. Technol. Learn., 2017)

Experimentation of a Multidimensional Model for Tracking Interactions Between Learners During an Online Collaborative Work. - Mohammed Salihoun; Fatima Guerouate; Mohammed Sbihi (Int. J. Emerg. Technol. Learn., 2017)

Generated PSM Web Model for E-learning Platform Respecting n-tiers Architecture. - Aziz Srai; Fatima Guerouate; Naoual Berbiche; Hilal Drissi Lahsini (Int. J. Emerg. Technol. Learn., 2017)

MDA Approach for EJB Model. - Aziz Srai; Fatima Guerouate; Naoual Berbiche; Hilal Drissi Lahsini (ICMCS, 2018)

Named Entity Recognition applied on Moroccan tourism corpus. - Ibrahim Bouabdallaoui; Fatima Guerouate; Samya Bouhaddour; Chaimae Saadi; Mohammed Sbihi (EUSPN/ICTH, 2021)

Advanced Exploratory Data Analysis for Moroccan Shopping Places in TripAdvisor. - Ibrahim Bouabdallaoui; Fatima Guerouate; Samya Bouhaddour; Chaimae Saadi; Mohammed Sbihi (ARTIIS (1), 2022)

Assessing Topic Modeling in Online Forums: A Comparative Study of Hierarchical and Centroid-Based Clustering Algorithms. - Ibrahim Bouabdallaoui; Fatima Guerouate; Mohammed Sbihi (WINCOM, 2023)

Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? - Ibrahim Bouabdallaoui; Fatima Guerouate; Samya Bouhaddour; Chaimae Saadi; Mohammed Sbihi (CoRR, 2023)

Optimizing Energy Utilization in Smart Manufacturing Using Machine Learning Within the Framework of Industry 4.0. - Imane Daha Belghiti; Lakhdachi Hamza; Fatima Guerouate (WINCOM, 2024)

Combination of genetic algorithms and K-means for a hybrid topic modeling: tourism use case. - Ibrahim Bouabdallaoui; Fatima Guerouate; Mohammed Sbihi (Evol. Intell., 2024)

FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework. - Ibrahim Bouabdallaoui; Fatima Guerouate; Samya Bouhaddour; Chaimae Saadi; Mohammed Sbihi (CoRR, 2025)