Get started
Author

Hassan Oukhouya

Observed names: HASSAN OUKHOUYA, Hassan OUKHOUYA
ORCID: 0000-0002-5058-2008
Observed ORCID: 0000-0002-5058-2008
OpenAlex ID: A5092361377
Forecasting International Stock Market Trends: XGBoost, LSTM, LSTM-XGBoost, and Backtesting XGBoost Models
2023 · HASSAN OUKHOUYA, HAMZA KADIRI, et al. · Statistics Optimization & Information Computing · 62
PDF
Comparing Machine Learning Methods—SVR, XGBoost, LSTM, and MLP— For Forecasting the Moroccan Stock Market
2023 · Hassan Oukhouya, Khalid El Himdi · International Online Conference on Mathematics and Applications (IOCMA) · 62
PDF
A comparative study of ARIMA, SVMs, and LSTM models in forecasting the Moroccan stock market
2023 · Hassan Oukhouya, Khalid El Himdi · International Journal of Simulation and Process Modelling · 12
A comparative study of hybrid and individual models for predicting the Moroccan MASI index: Integrating machine learning and deep learning approaches
2025 · Hamza Kadiri, Hassan Oukhouya, et al. · Scientific African · 8
Generative hybrid models for fraud detection in auto insurance with a comparative analysis of VAE, GAN, and diffusion approaches
2025 · Chadia Bekkaye, Hassan Oukhouya, et al. · Discover Artificial Intelligence · 6
PDF
Predictive modeling for the Moroccan financial market: a nonlinear time series and deep learning approach
2025 · Hassan Oukhouya, Aziz Lmakri, et al. · Future Business Journal · 6
PDF
Dynamic Interconnections and Contagion Effects Among Global Stock Markets: A Vecm Analysis
2024 · Hamza Kadiri, Hassan Oukhouya, et al. · Economics · 6
PDF
Deep Learning for Financial Time Series: Does LSTM Outperform ARIMA and SVR in International Stock Market Predictions?
2025 · Abderrahman Yaakoub, Hassan Oukhouya, et al. · Statistics Optimization & Information Computing · 4
PDF
Advanced Strategies for Predicting and Managing Auto Insurance Claims using Machine Learning Models
2025 · Chadia Bekkaye, Hassan OUKHOUYA, et al. · Statistics Optimization & Information Computing · 4
PDF
Balancing Returns and Responsibility: Markowitz Optimization for ESG-Integrated Portfolios in Morocco
2025 · Hassan Oukhouya, Afaf El Rhiouane, et al. · Computational Economics · 4
Machine Learning Models-Based Forecasting Moroccan Stock Market
2024 · Hassan Oukhouya, Khalid El Himdi · Lecture notes in networks and systems · 3
Forecasting stock markets in the MENA region: ARIMAX and ensemble machine learning models with SHAP interpretability
2025 · Hassan Oukhouya, Fatima Ezzahra Lfaze, et al. · Quality & Quantity · 2
Enhanced Electricity Demand Forecasting through Metaheuristic Optimization of Model Parameters
2026 · Ibtissam Lahjili, Aziz Lmakri, et al. · Statistics Optimization & Information Computing · 1
PDF
Through the Lens of Immigrants: Maghrebi Immigrants’ Assessment of Integration Policy in France and Spain
2025 · Hamid Ait El Caid, Hassan Oukhouya, et al. · Journal of Immigrant & Refugee Studies · 1
Unravelling complex financial fraud patterns in big data: a case study utilizing explainable AI in Industry goods purchasing
2025 · Hassan Oukhouya, Afaf El Rhiouane, et al. · International Journal of Computers and Applications · 1
Integrating ESG criteria in portfolio optimization: A Moroccan case study using Markowitz’s theory and correlation network analysis
2025 · Afaf El Rhiouane, Hassan Oukhouya, et al. · Physica A Statistical Mechanics and its Applications · 1
Transformative Healthcare: Industry 4.0 Integration of Distributed Deep Learning and XAI
2025 · S. Keerthika, Hassan Oukhouya, et al. · Information systems engineering and management · 1
Climate Change Forecasting: A Review of Machine Learning and Generative AI Models
2026 · Mohamed EL Yahyaoui, Hassan Oukhouya, et al. · Lecture notes on data engineering and communications technologies
From classical to generative AI approaches for univariate and multivariate time series forecasting with an evaluation in finance, energy, and health domains
2026 · Mohamed Nachat, Hassan Oukhouya, et al. · Discover Artificial Intelligence
PDF
Modeling the Structural and Cyclical Determinants of Morocco's Trade Balance: An Econometric Approach
2026 · Khalil Bourouis, Mohamed El Yahyaoui, et al. · Statistics Optimization & Information Computing
PDF
SVM-LSTM Comparison for Blood Hematocrit Prediction
2026 · Fatima Ezzahra El Kamouny, Abdellah Madani, et al. · Studies in big data
Predicting Stock Market Dynamics: A Machine Learning Analysis of Macroeconomic Variables and Contagion Effects
2026 · Hamza Kadiri, Achraf Bouhmady, et al. · Lecture notes in networks and systems
Advanced Predictive Modeling and Analysis of Financial Markets: A Comparative Study using Machine Learning and Statistical Methods in Moroccan and International Contexts
2024 · Hassan OUKHOUYA · Toubkal
Works count: 24
Citation count: 186
H-index: 6
I10-index: 3
Year
Topic
Type