Omar El Alaoui

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Ensemble Learning

Empirical Evaluation

Convolutional Neural Networks

Top Venues

Data Technol. Appl.

Publications

Omar El Alaoui, Ali Idri
An Empirical Evaluation of Ensemble Strategies in Habitat Suitability Modeling. SN Comput. Sci. 5 (5) (2024)
Omar El Alaoui, Ali Idri
Habitat Suitability Assessment of Three Passerine Birds Using Ensemble Learning with Diverse Models. WorldCIST (3) (2024)
Hasnae Zerouaoui, Omar El Alaoui, Ali Idri
New design strategies of deep heterogenous convolutional neural networks ensembles for breast cancer diagnosis. Multim. Tools Appl. 83 (24) (2024)
Omar El Alaoui, Ali Idri
Predicting the potential distribution of wheatear birds using stacked generalization-based ensembles. Ecol. Informatics 75 (2023)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble. Data Technol. Appl. 57 (2) (2023)
Omar El Alaoui, Ali Idri
Heterogeneous Ensemble Learning for Modelling Species Distribution: A Case Study of Redstarts Habitat Suitability. DATA (2023)
Yousra Cherif, Ali Idri, Omar El Alaoui
Impact of Thresholds of Univariate Filters for Predicting Species Distribution. KDIR (2023)
Omar El Alaoui, Hasnae Zerouaoui, Ali Idri
Deep Stacked Ensemble for Breast Cancer Diagnosis. WorldCIST (1) (2022)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
Histological breast cancer classification using CNN and MLP based ensembles. AICCSA (2022)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
Assessing the Impact of Deep End-to-End Architectures in Ensemble Learning for Histopathological Breast Cancer Classification. KDIR (2022)