A CNN-BiLSTM Model for Document-Level Sentiment Analysis. - Maryem Rhanoui; Mounia Mikram; Siham Yousfi; Soukaina Barzali (Mach. Learn. Knowl. Extr., 2019)

Towards a Generic Multimodal Architecture for Batch and Streaming Big Data Integration. - Siham Yousfi; Maryem Rhanoui; Dalila Chiadmi (CoRR, 2021)

Unit Load Devices (ULD) Demand Forecasting in the Air Cargo for Optimal Cost Management. - Mounia Mikram; Maryem Rhanoui; Siham Yousfi; Houda Briwa (J. Autom. Mob. Robotics Intell. Syst., 2021)

Comparative Study of CNN and LSTM for Opinion Mining in Long Text. - Siham Yousfi; Maryem Rhanoui; Mounia Mikram (J. Autom. Mob. Robotics Intell. Syst., 2021)

Smart Agriculture : A Novel Multilevel Approach for Agricultural Risk Assessment over Unstructured Data. - Hasna Najmi; Mounia Mikram; Maryem Rhanoui; Siham Yousfi (CoRR, 2022)

A hybrid recommender system for patron driven library acquisition and weeding. - Maryem Rhanoui; Mounia Mikram; Siham Yousfi; Ayoub Kasmi; Naoufel Zoubeidi (J. King Saud Univ. Comput. Inf. Sci., 2022)

Smart big data framework for insight discovery. - Siham Yousfi; Dalila Chiadmi; Maryem Rhanoui (J. King Saud Univ. Comput. Inf. Sci., 2022)

Enhancing Large Language Models' Utility for Medical Question-Answering: A Patient Health Question Summarization Approach. - Nour Eddine Zekaoui; Siham Yousfi; Mounia Mikram; Maryem Rhanoui (SITA, 2023)

Supervised Machine Learning for Breast Cancer Risk Factors Analysis and Survival Prediction. - Khaoula Chtouki; Maryem Rhanoui; Mounia Mikram; Kamelia Amazian; Siham Yousfi (CoRR, 2023)

BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis. - Ayoub Harnoune; Maryem Rhanoui; Mounia Mikram; Siham Yousfi; Zineb Elkaimbillah; Bouchra El Asri (CoRR, 2023)

Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining. - Nour Eddine Zekaoui; Siham Yousfi; Maryem Rhanoui; Mounia Mikram (CoRR, 2023)

BioMed-LLaMa-3: Instruction-Efficient Fine-Tuning of Large Language Models for Improved Biomedical Language Understanding. - Nour Eddine Zekaoui; Mounia Mikram; Maryem Rhanoui; Siham Yousfi (MIWAI (2), 2024)

SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text. - Nour Eddine Zekaoui; Maryem Rhanoui; Siham Yousfi; Mounia Mikram (Comput. Biol. Medicine, 2025)