Inverse Composition for Multi-kernel Tracking. - Rémi Mégret; Mounia Mikram; Yannick Berthoumieu (ICVGIP, 2006)

Evaluating Descriptors Performances for Object Tracking on Natural Video Data. - Mounia Mikram; Rémi Mégret; Yannick Berthoumieu (ACIVS, 2007)

Security Analysis of Key Binding Biometric Cryptosystems. - Maryam Lafkih; Mounia Mikram; Sanaa Ghouzali; Mohamed El Haziti (ICISP, 2012)

Spiral Cube for Biometric Template Protection. - Chouaib Moujahdi; Sanaa Ghouzali; Mounia Mikram; Mohammed Rziza; George Bebis (ICISP, 2012)

Inter-communication classification for multi-view face recognition. - Chouaib Moujahdi; Sanaa Ghouzali; Mounia Mikram; Wadood Abdul; Mohammed Rziza (Int. Arab J. Inf. Technol., 2014)

Vulnerabilities of fuzzy vault schemes using biometric data with traces. - Maryam Lafkih; Patrick Lacharme; Christophe Rosenberger; Mounia Mikram; Sanaa Ghouzali; Mohamed El Haziti; Driss Aboutajdine (IWCMC, 2015)

Watermarking for protected fingerprint authentication. - Naima Bousnina; Sanaa Ghouzali; Maryam Lafkih; Ohoud Nafea; Mounia Mikram; Wadood Abdul; Driss Aboutajdine (IIT, 2016)

Biometric cryptosystems based fuzzy commitment scheme: a security evaluation. - Maryam Lafkih; Mounia Mikram; Sanaa Ghouzali; Mohamed El Haziti; Driss Aboutajdine (Int. Arab J. Inf. Technol., 2016)

Biometric Template Protection Using Spiral Cube: Performance and Security Analysis. - Chouaib Moujahdi; George Bebis; Sanaa Ghouzali; Mounia Mikram; Mohammed Rziza (Int. J. Artif. Intell. Tools, 2016)

Trace Attack against Biometric Mobile Applications. - Sanaa Ghouzali; Maryam Lafkih; Wadood Abdul; Mounia Mikram; Mohamed El Haziti; Driss Aboutajdine (Mob. Inf. Syst., 2016)

Evaluation of the Impact of Noise on Biometric Authentication Systems. - Maryam Lafkih; Mounia Mikram; Sanaa Ghouzali; Mohamed El Haziti (ICAAI, 2019)

DTCWT-DCT watermarking method for multimodal biometric authentication. - Naima Bousnina; Sanaa Ghouzali; Mounia Mikram; Wadood Abdul (NISS, 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)

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

Hybrid Multimodal Biometric Template Protection. - Sanaa Ghouzali; Naima Bousnina; Mounia Mikram; Maryam Lafkih; Ohoud Nafea; Muna Al-Razgan; Wadood Abdul (Intell. Autom. Soft Comput., 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)

Unraveling robustness of deep face anti-spoofing models against pixel attacks. - Naima Bousnina; Lilei Zheng; Mounia Mikram; Sanaa Ghouzali; Khalid Minaoui (Multim. Tools Appl., 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)

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)

Convolutional Siamese neural network for few-shot multi-view face identification. - Majdouline Meddad; Chouaib Moujahdi; Mounia Mikram; Mohammed Rziza (Signal Image Video Process., 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)