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Author

Hamza Jakha

Observed institution: Chouaib Doukkali University
ORCID: 0009-0003-9816-1389
Observed ORCID: 0009-0003-9816-1389
OpenAlex ID: A5114786237
Optimizing Sentiment Analysis in Multilingual Balanced Datasets: A New Comparative Approach to Enhancing Feature Extraction Performance with ML and DL Classifiers
2025 · Hamza Jakha, Souad El Houssaini, et al. · Applied System Innovation · 8
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S2BA-AraELECTRA: a stacked BiLSTM-BiGRU with attention mechanism and contextual embeddings from AraELECTRA for enhanced Arabic sentiment classification in business intelligence
2025 · Hamza Jakha, Souad El Houssaini, et al. · International Journal of Information Technology · 2
New Approach Based on Word Embedding and Deep Learning Algorithms to Optimize the Sentiment Analysis Performance in Social Business Intelligence
2024 · Sanae Tbaikhi, Hamza Jakha, et al. · International Conference on Intelligent Computing in Data Sciences (ICDS) · 2
Graph embeddings vs. Contextual embeddings: An efficient approach to Arabic sentiment analysis for improving decision making in business intelligence
2025 · Hamza Jakha, Souad El Houssaini, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 1
Integration of Machine Learning Algorithms in Sentiment Analysis of Arabic Language on Social Media: Study and Performance
2025 · Sanae Tbaikhi, Hamza Jakha, et al. · Lecture notes in networks and systems · 1
Enhancing Arabic Sentiment Analysis with Contextual Embeddings and Class Imbalance Handling Using Recurrent Neural Networks
2026 · Hamza Jakha, Souad El Houssaini, et al. · Lecture notes on data engineering and communications technologies
A Hybrid SBERT–WGAN Framework with Ensemble Learning for Sentiment Analysis in Imbalanced Datasets
2026 · Hamza Jakha, Sanae Tbaikhi, et al. · Applied System Innovation
Works count: 7
Citation count: 14
H-index: 2
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