187 citations · 342 across the 5 of their papers we have counts for
5 papers
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks
Alhassan Mabrouk, Rebeca P. Díaz Redondo, Abdelghani Dahou +2
Pneumonia is a life-threatening lung infection resulting from several different viral infections. Identifying and treating pneumonia on chest X-ray images can be difficult due to i…
Deep Learning-based Sentiment Classification: A Comparative Survey
Mohamed Kayed, Rebeca P. Díaz-Redondo, Alhassan Mabrouk
Recently, Deep Learning (DL) approaches have been applied to solve the Sentiment Classification (SC) problem, which is a core task in reviews mining or Sentiment Analysis (SA). The…
SEOpinion: Summarization and Exploration Opinion of E-Commerce Websites
Alhassan Mabrouk, Rebeca P. Díaz-Redondo, Mohammed Kayed
E-Commerce (EC) websites provide a large amount of useful information that exceed human cognitive processing ability. In order to help customers in comparing alternatives when buyi…
Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things
Alhassan Mabrouk, Abdelghani Dahou, Mohamed Abd Elaziz +2
The Internet of Medical Things (IoMT) has dramatically benefited medical professionals that patients and physicians can access from all regions. Although the automatic detection an…
Ensemble Federated Learning: an approach for collaborative pneumonia diagnosis
Alhassan Mabrouk, Rebeca P. Díaz Redondo, Mohamed Abd Elaziz +1
Federated learning is a very convenient approach for scenarios where (i) the exchange of data implies privacy concerns and/or (ii) a quick reaction is needed. In smart healthcare s…