Predicting the potential distribution of wheatear birds using stacked generalization-based ensembles
O El Alaoui, A Idri - Ecological Informatics, 2023 - Elsevier
Habitat suitability models, usually referred to as species distribution models (SDMs), are
widely applied in ecology for many purposes, including species conservation, habitat …
widely applied in ecology for many purposes, including species conservation, habitat …
[HTML][HTML] Classification of Multiple H&E Images via an Ensemble Computational Scheme
In this work, a computational scheme is proposed to identify the main combinations of
handcrafted descriptors and deep-learned features capable of classifying histological …
handcrafted descriptors and deep-learned features capable of classifying histological …
[HTML][HTML] Ensemble Learning-Based Solutions: An Approach for Evaluating Multiple Features in the Context of H&E Histological Images
In this paper, we propose an approach based on ensemble learning to classify histology
tissues stained with hematoxylin and eosin. The proposal was applied to representative …
tissues stained with hematoxylin and eosin. The proposal was applied to representative …
Exploring DeepDream and XAI Representations for Classifying Histological Images
JMC Martinez, LA Neves, LHC Longo, GB Rozendo… - SN Computer …, 2024 - Springer
The application of machine learning methods to analyze histological images has led to
significant advances in computer-aided diagnosis. In this work, a study was carried out to …
significant advances in computer-aided diagnosis. In this work, a study was carried out to …
An Empirical Evaluation of Ensemble Strategies in Habitat Suitability Modeling
O El Alaoui, A Idri - SN Computer Science, 2024 - Springer
Habitat protection is a critical aspect of species conservation, as restoring a habitat to its
former state after it has been destroyed can be difficult. Species Distribution Models (SDMs) …
former state after it has been destroyed can be difficult. Species Distribution Models (SDMs) …
[PDF][PDF] Heterogeneous Ensemble Learning for Modelling Species Distribution: A Case Study of Redstarts Habitat Suitability.
O El Alaoui, A Idri - DATA, 2023 - scitepress.org
Habitat protection is a critical aspect of species conservation, as restoring a habitat to its
former state after it has been destroyed can be difficult. Species Distribution Models (SDMs) …
former state after it has been destroyed can be difficult. Species Distribution Models (SDMs) …
[HTML][HTML] A Novel Artificial Intelligence Techniques for Women Breast Cancer Classification Using Ultrasound Images
S Afrifa, V Varadarajan, P Appiahene… - Clinical and Experimental …, 2023 - imrpress.com
Background: Females benefit from ultrasound screening and diagnosis of breast cancer,
and artificial intelligence has enabled the automatic identification of medical conditions on …
and artificial intelligence has enabled the automatic identification of medical conditions on …
DHHoE: Deep hybrid homogenous ensemble for digital histological breast cancer classification
The progress of deep learning architectures, machine learning models and pathology slide
digitization is an encouraging step toward meeting the growing demand for more precise …
digitization is an encouraging step toward meeting the growing demand for more precise …