Toward a Quality-driven Service Component Architecture - Techniques and Models. - Maryem Rhanoui; Bouchra El Asri (ICEIS (2), 2012)

A multilevel contract model for dependable Feature-Oriented components. - Maryem Rhanoui; Bouchra El Asri (SITA, 2014)

From Data to Big Data: Moroccan Public Sector. - R. Khtira; Bouchra El Asri; Maryem Rhanoui (BDCA, 2017)

Using Unsupervised Machine Learning for Data Quality. Application to Financial Governmental Data Integration. - Hanae Necba; Maryem Rhanoui; Bouchra El Asri (BDCA, 2018)

Towards Efficient Big Data: Hadoop Data Placing and Processing. - Jihane Bahadi; Bouchra El Asri; Mélanie Courtine; Maryem Rhanoui; Yannick Kergosien (ICSDE, 2018)

Feature Models Preconfiguration Based on User Profiling. - Ikram Dehmouch; Bouchra El Asri; Maryem Rhanoui; Mina Elmaallam (Comput. Inf. Sci., 2019)

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

Hybrid Deep Learning Models for Diabetic Retinopathy Classification. - Mounia Mikram; Chouaib Moujahdi; Maryem Rhanoui; Majdouline Meddad; Asmaa Khallout (BDIoT, 2021)

Toward a Multimodal Multitask Model for Neurodegenerative Diseases Diagnosis and Progression Prediction. - Sofia Lahrichi; Maryem Rhanoui; Mounia Mikram; Bouchra El Asri (DATA, 2021)

Hybrid Prototypical Networks Augmented by a Non-linear Classifier. - Anas El Ouardi; Maryem Rhanoui; Anissa Benlarabi; Bouchra El Asri (ICEIS (1), 2021)

Generative and Autoencoder Models for Large-Scale Mutivariate Unsupervised Anomaly Detection. - Nabila Ounasser; Maryem Rhanoui; Mounia Mikram; Bouchra El Asri (NISS (Springer), 2021)

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)

Mechanism of Overfitting Avoidance Techniques for Training Deep Neural Networks. - Bihi Sabiri; Bouchra El Asri; Maryem Rhanoui (ICEIS (1), 2022)

Impact of Hyperparameters on the Generative Adversarial Networks Behavior. - Bihi Sabiri; Bouchra El Asri; Maryem Rhanoui (ICEIS (1), 2022)

Efficient Deep Neural Network Training Techniques for Overfitting Avoidance. - Bihi Sabiri; Bouchra El Asri; Maryem Rhanoui (ICEIS (Revised Selected Papers), 2022)

Effect of Convulsion Layers and Hyper-parameters on the Behavior of Adversarial Neural Networks. - Bihi Sabiri; Bouchra El Asri; Maryem Rhanoui (ICEIS (Revised Selected Papers), 2022)

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)

Analyzing BERT's Performance Compared to Traditional Text Classification Models. - Bihi Sabiri; Amal Khtira; Bouchra El Asri; Maryem Rhanoui (ICEIS (1), 2023)

Transformer-Driven segmentation of New Lesions in Multiple Sclerosis scans. - Alaoui Belghiti Khaoula; Mounia Mikram; Maryem Rhanoui (SITA, 2023)

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)

Investigating Contrastive Pair Learning's Frontiers in Supervised, Semisupervised, and Self-Supervised Learning. - Bihi Sabiri; Amal Khtira; Bouchra El Asri; Maryem Rhanoui (J. Imaging, 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)