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Informations du chercheur

Nom complet

Banouar Oumayma

Grade

PA

Spécialité

Informatique

Thématique de recherche

Machine learning, Quantum computing, recommender systems, image segmentation/reconstruction

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Non affilié

Ouvrages (0 au total)

Aucun ouvrage disponible.

Publications (9 au total)

Large scale recommender systems using hadoop and collaborative filtering

Auteur: Mohamed elamine CHAFIKI, Oumayma BANOUAR, Mohamed BENSLIMANE

Revue: Mathematical modeling and computing

Année: 2024

DOI: 10.23939/mmc2024.0.785

A hybrid sampling combining Smote and RF algorithm for cancer chemotherapy protocols Classification

Auteur: Houda AIT BRAHIM, Oumayma BANOUAR, Salah EL-HADAJ, Abdelmoutalib METRANE

Revue: Statistics, Optimization & Information Computing

Année: 2024

DOI: 10.19139/soic-2310-5070-1941

GAN based approaches for self-supervised segmentation: A comparative study

Auteur: Zohair Elmourabit, undefined Oumayma Banouar

Revue: Statistics, Optimization & Information Computing

Année: 2024

DOI: 10.19139/soic-2310-5070-1928

A New Approach for Quantum Phase Estimation Based Algorithms for Machine Learning

Auteur: Oumayma Ouedrhiri, Oumayma Banouar, Salah El Hadaj, Said Raghay

Revue: Lecture Notes in Networks and Systems

Année: 2024

DOI: 10.1007/978-3-031-54376-0_13

Pattern-Based Recommender System Using Nuclear Norm Minimization of Three-Mode Tensor and Quantum Fidelity-Based <i>K</i>-Means

Auteur: Oumayma Banouar, Said Raghay

Revue: International Journal of Pattern Recognition and Artificial Intelligence

Année: 2024

DOI: 10.1142/s0218001424550048

Intelligent recommender system based on quantum clustering and matrix completion

Auteur: Oumayma Ouedrhiri, Oumayma Banouar, Salah El Hadaj, Said Raghay

Revue: Concurrency and Computation: Practice and Experience

Année: 2022

DOI: 10.1002/cpe.6943

Comparative study of data preparation methods in quantum clustering algorithms

Auteur: Oumayma Ouedrhiri, Oumayma Banouar, Said Raghay, Salah Elhadaj

Revue: Proceedings of the 4th International Conference on Networking, Information Systems &amp; Security

Année: 2021

DOI: 10.1145/3454127.3456607

Quantum phase estimation based algorithms for machine learning

Auteur: Oumayma Ouedrhiri, Oumayma Banouar, Salah El Hadaj, Said Raghay

Revue: 2021 2nd International Informatics and Software Engineering Conference (IISEC)

Année: 2021

DOI: 10.1109/iisec54230.2021.9672406

User Profile Construction Method for Personalized Access to Data Sources Using Multivariate Conjoint Analysis and Collaborating Filtering

Auteur: Oumayma Banouar, Said Raghay

Revue: Springer Proceedings in Mathematics &amp; Statistics

Année: 2019

DOI: 10.1007/978-3-030-21158-5_2

Communications (13 au total)

Quantum fidelity based Fuzzy C-Means algorithm

Manifestation: IEEE International Conference on Quantum Computing And Engineering

Date: 2024-09-19

Organisation: Montréal, Québec, Canada

A new approach for quantum phase estimation based algorithms for machine learning

Manifestation: International Conference on Computer Science, Artificial Intelligence & Application

Date: 2024-06-11

Organisation: Marrakesh,Morocco

GAN-based approaches for self-supervised segmentation of CT-scans : A systematic review

Manifestation: International Congress of Engineering and Complex Systems ICECS

Date: 2023-12-08

Organisation: Fez, Morocco

New approach for quantum phase estimation based algorithms for machine learning

Manifestation: Smart City Application International Conference

Date: 2023-10-06

Organisation: Paris, France

"A new approach for quantum phase estimation based algorithms for machine learning

Manifestation: Statistics for Data Science SDS

Date: 2023-04-28

Organisation: Pavia, Italy

Index subjective wellbeing : case of Morocco

Manifestation: Statistics for Data Science SD

Date: 2023-04-27

Organisation: Pavia, Italy

Classification of Recommender systems using Deep Learning based generative models

Manifestation: Statistics for Data Science SDS

Date: 2023-04-26

Organisation: Pavia, Italy

Collaborative filtering for recommender systems using SPARK and HADOOP framework

Manifestation: TechInov Days

Date: 2023-01-27

Organisation: Benguerir, Morocco

A 2D TransGAN and TransUNet based approach for Self-supervised region-aware segmentation of COVID-19 CT images

Manifestation: TechInov Days

Date: 2023-01-27

Organisation: Benguerir, Morocco