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Fatima Guerouate

Observed names: F. Guerouate, Guerouate F, Guerouate Fatima, Guerouate, Fatima, Prof. Fatima Guerouate
ORCID: 0000-0003-3678-6896
Observed ORCID: 0000-0003-3678-6896
OpenAlex ID: A5015793565
Deep Learning Framework for Forecasting Tourism Demand
2020 · Houria Laaroussi, Fatima Guerouate, et al. · IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD) · 29
Named Entity Recognition applied on Moroccan tourism corpus
2022 · Ibrahim Bouabdallaoui, Fatima Guerouate, et al. · Procedia Computer Science · 13
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How to Assist Tutors to Rebuild Groups Within an ITS by Exploiting Traces. Case of a Closed Forum.
2017 · Mohammed Salihoun, Fatima Guerouate, et al. · International Journal of Emerging Technologies in Learning (iJET) · 12
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Combination of genetic algorithms and K-means for a hybrid topic modeling: tourism use case
2023 · Ibrahim Bouabdallaoui, Fatima Guerouate, et al. · Evolutionary Intelligence · 11
Generated PSM Web Model for E-learning Platform Respecting n-tiers Architecture
2017 · Aziz Srai, Fatima Guerouate, et al. · International Journal of Emerging Technologies in Learning (iJET) · 8
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A Review on Sentiment Analysis Approaches
2025 · Houria Laaroussi, Fatima Guerouate, et al. · Sustainable civil infrastructures · 7
An Intelligent Power Distribution Management with Dynamic Selection in Smart Building Based on Prosumers Classification and an Intelligent Controller
2020 · Yassin Bendriss, Youssef Hamdaoui, et al. · Lecture notes in networks and systems · 6
The Exploitation of Traces Serving Tutors for the Reconstruction of Groups within a CBLE
2014 · Mohammed Salihoun, Fatima Guerouate, et al. · Procedia - Social and Behavioral Sciences · 6
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A Novel Hybrid Approach for Daily Tourism Arrival Forecasting: The PROPHET-Bayesian Gaussian Process-Forward Neural Network Model
2023 · Samya Bouhaddour, Chaimae Saadi, et al. · Ingénierie des systèmes d information · 5
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A novel hybrid deep learning approachfor tourism demand forecasting
2022 · Houria Laaroussi, Fatima Guerouate, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 5
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Assessing Tourism Prediction Models: A Comparative Study of SARIMA, Random Forest, and LSTM, Considering Nonlinear Trends and the Influence of COVID-19
2024 · Samya Bouhaddour, Mohammed Sbihi, et al. · Ingénierie des systèmes d information · 4
The Integration of the MDA Approach in Document-Oriented NoSQL Databases, the case of Mongo DB
2021 · Dr. Aziz Srai*, Prof. Fatima Guerouate, et al. · International Journal of Engineering and Advanced Technology · 4
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A generation of a Multi Layered Application by Applying the MDA Approach for Online Learning Platforms
2021 · Aziz Srai, Fatima Guerouate, et al. · International Journal of Innovative Technology and Exploring Engineering · 4
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Model-Driven Architecture Approach for SQL Generation using Acceleo: A Case Study on MySQL Database
2023 · Hamza Natek, Aziz Srai, et al. · International Journal of Engineering Trends and Technology · 3
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Tourism in Singapore, prediction model using SARIMA and PROPHET
2023 · Samya Bouhaddour, Chaimae Saadi, et al. · AIP conference proceedings · 3
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Overview in the eclipse model-driven architecture tools
2022 · Hamza Natek, Abdelali Elmounadi, et al. · ITM Web of Conferences · 3
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Forecasting Tourism Demand in Marrakech with SQD-PCA-SVR
2021 · Houria Laaroussi, Fatima Guerouate, et al. · Lecture notes in networks and systems · 3
Optimizing Energy Utilization in Smart Manufacturing Using Machine Learning Within the Framework of Industry 4.0
2024 · Imane Daha Belghiti, Lakhdachi Hamza, et al. · International Conference on Wireless Networks and Mobile Communications (WINCOM) · 2
MDA approach for generating the PSM model for the NoSQL key-value database, application on Redis
2023 · Aziz Srai, Fatima Guerouate · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 2
Deep learning approach and topic modelling for forecasting tourist arrivals
2023 · Houria Laaroussi, Fatima Guerouate, et al. · International journal of electrical and computer engineering systems · 2
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MDA Approach for EJB Model
2018 · Aziz Srai, Fatima Guerouate, et al. · 2
Smart Text to Model Transformation a Graph Based Approach to Cover Dynamic Analysis
2016 · Abdellali Elmounadi, Naoual Berbiche, et al. · International Review on Computers and Software (IRECOS) · 2
Hybrid Text Embedding and Evolutionary Algorithm Approach for Topic Clustering in Online Discussion Forums
2024 · Ibrahim Bouabdallaoui, Fatima Guerouate, et al. · ADCAIJ ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL · 1
Integrating Model Driven Architecture (MDA) with AI in IoT: Enhancing NoSQL Database Solutions for Smart Connected Environments
2024 · Hamza Natek, Aziz Srai, et al. · Lecture notes in networks and systems · 1
Assessing Topic Modeling in Online Forums: A Comparative Study of Hierarchical and Centroid-Based Clustering Algorithms
2023 · Ibrahim Bouabdallaoui, Fatima Guerouate, et al. · International Conference on Wireless Networks and Mobile Communications (WINCOM) · 1
Works count: 43
Citation count: 145
H-index: 6
I10-index: 4
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