Nabila Zrira

According to our database, Nabila Zrira authored at least 28 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Quantum Computing in Prenatal Care: Enhancing Fetal Ultrasound Image Classification with Quantum Neural Networks.

Asmae Zanbouaa, Nabila Zrira, Saad Slimani, Ibtissam Benmiloud, El-Houssine Bouyakhf

Proceedings of the Pattern Recognition and Image Analysis - 12th Iberian Conference, 2025

2024

Enhancing Fetal Classification Accuracy through Computer-Aided Impainting Techniques.

Asmae Zanbouaa, Nabila Zrira, Saad Slimani, Anass Allak, Ibtissam Benmiloud, El-Houssine Bouyakhf

Proceedings of the 12th IEEE International Symposium on Signal, 2024

Diabetic Retinopathy Detection Through Retinal Vessel Segmentation Using Swin U-Net Model.

Zineb Farahat, Nabila Zrira, Nissrine Souissi, Sajid Rahim, Aqsa Rahim, Mohammed Belmekki, Nabil Ngote, Kawtar Megdiche

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Insights Into YOLOv9-Based Breast Mass Detection Using Ultrasound Images.

Nouhaila Erragzi, Abdelghani Moussaid, Nabila Zrira, Ibtissam Benmiloud, Rajaa Sebihi, Nabil Ngote

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

SereniSens: a Multimodal AI Framework with LLMs for Stress Prediction through Sleep Biometrics.

Othman Wahab, Mehdi Adda, Nabila Zrira

Proceedings of the 15th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2024) / The 14th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2024), 2024

2023

Towards a Digital Predictive Maintenance (DPM): Healthcare Case Study.

Maryam Gallab, Ikram Ahidar, Nabila Zrira, Nabil Ngote

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Skin Lesion Segmentation Using Attention-Based DenseUNet.

Anwar Jimi, Hind Abouche, Nabila Zrira, Ibtissam Benmiloud

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Improved Ureteroscopies Care Through the Use of 3D Printing Techniques.

Zineb Farahat, Mailys Payen, Nabila Zrira, Adnan Anouzla, Bahia El Abdi, Zakaria Tlemsani, Ibtissam Benmiloud, Imane Hilal, Rawane Elhadiq, Nabil Ngote, Kawtar Megdiche

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

On the Use of Modeling 3D Reconstruction and 3D Printing Methods to Improve Simulation-Based Training in Cardiology.

Zineb Farahat, Laura Lalondre, Nabila Zrira, Kamal Marzouki, Azar Abdeljelil, Mohamed Hannat, Ikhlass Serraji, Wassim Joualla, Imane Hilal, Ibtissam Benmiloud, Nabil Ngote, Kawtar Megdiche

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

US-Net: A Breast Ultrasound Image Segmentation using Deep Learning.

Nouhaila Erragzi, Nabila Zrira, Anwar Jimi, Ibtissam Benmiloud, Rajaa Sebihi, Nabil Ngote

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

2022

A Survey on Existing Chatbots for Pregnant Women's Healthcare.

Ablavi Ericka Armela Kaneho, Nabila Zrira, Patrick Loola Bokonda, Khadija Ouazzani Touhami

Proceedings of the 3rd IEEE International Conference on Electronics, 2022

Automated Skin Lesion Segmentation using VGG-UNet.

Anwar Jimi, Hind Abouche, Nabila Zrira, Ibtissam Benmiloud

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Segmentation and Classification of Dermoscopic Skin Cancer on Green Channel.

Hind Abouche, Anwar Jimi, Nabila Zrira, Ibtissam Benmiloud

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2020

3D Object Categorization in Cluttered Scene Using Deep Belief Network Architectures.

Nabila Zrira, Mohamed Hannat, El-Houssine Bouyakhf

Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020

2019

Learning combined features for automatic facial expression recognition.

Nabila Zrira, Mehdi Abouzahir, El-Houssine Bouyakhf, Ibtissam Benmiloud, Mohamed Majid Himmi

Int. J. Knowl. Eng. Soft Data Paradigms, 2019

3D object classification based on deep belief networks and point clouds.

Fatima Zahra Ouadiay, Nabila Zrira, Mohamed Hannat, El-Houssine Bouyakhf, Mohamed Majid Himmi

Int. J. Comput. Vis. Robotics, 2019

2018

A novel approach for graph-based global outlier detection in social networks.

Nabila Zrira, Soufiana Mekouar, El-Houssine Bouyakhf

Int. J. Secur. Networks, 2018

A novel incremental topological mapping using global visual features.

Nabila Zrira, El-Houssine Bouyakhf

Int. J. Comput. Vis. Robotics, 2018

Community outlier detection in social networks based on graph matching.

Soufiana Mekouar, Nabila Zrira, El-Houssine Bouyakhf

Int. J. Auton. Adapt. Commun. Syst., 2018

Discriminative Deep Belief Network for Indoor Environment Classification Using Global Visual Features.

Nabila Zrira, Haris Ahmad Khan, El-Houssine Bouyakhf

Cogn. Comput., 2018

Dynamic texture-based scene classification using Deep Belief Networks.

Nabila Zrira, Kawthar Mouhcine, Ibtissam Benmiloud, El-Houssine Bouyakhf

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

2017

Generative vs. Discriminative Deep Belief Netwok for 3D Object Categorization.

Nabila Zrira, Mohamed Hannat, El-Houssine Bouyakhf, Haris Ahmad Khan

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

VFH-Color and Deep Belief Network for 3D Point Cloud Recognition.

Nabila Zrira, Mohamed Hannat, El-Houssine Bouyakhf

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Evaluation of PCL's Descriptors for 3D Object Recognition in Cluttered Scene.

Nabila Zrira, Fatima Zahra Ouadiay, Mohamed Hannat, El-Houssine Bouyakhf, Mohamed Majid Himmi

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Popularity Prediction of Videos in YouTube as Case Study: A Regression Analysis Study.

Soufiana Mekouar, Nabila Zrira, El-Houssine Bouyakhf

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

2016

A fast object recognition and categorization technique for robot grasping using the visual bag of words.

Mohamed Hannat, Nabila Zrira, Younes Raoui, El-Houssine Bouyakhf

Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

3D Object Categorization and Recognition based on Deep Belief Networks and Point Clouds.

Fatima Zahra Ouadiay, Nabila Zrira, El-Houssine Bouyakhf, M. Majid Himmi

Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

Outlier and anomalous behavior detection in social networks using constraint programming.

El Mehdi El Graoui, Nabila Zrira, Soufiana Mekouar, Imade Benelallam, El-Houssine Bouyakhf

Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016