Browsing Qatar University Institutional Repository by Author "Abbas, Sidra"
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An efficient approach for textual data classification using deep learning
Alqahtani, Abdullah; Ullah Khan, Habib; Alsubai, Shtwai; Sha, Mohemmed; Almadhor, Ahmad; Iqbal, Tayyab; Abbas, Sidra... more authors ... less authors ( Frontiers , 2022 , Article)Text categorization is an effective activity that can be accomplished using a variety of classification algorithms. In machine learning, the classifier is built by learning the features of categories from a set of preset ... -
Ensemble deep learning for brain tumor detection
Alsubai, Shtwai; Khan, Habib Ullah; Alqahtani, Abdullah; Sha, Mohemmed; Abbas, Sidra; Mohammad, Uzma Ghulam... more authors ... less authors ( Frontiers , 2022 , Article)With the quick evolution of medical technology, the era of big data in medicine is quickly approaching. The analysis and mining of these data significantly influence the prediction, monitoring, diagnosis, and treatment of ... -
Privacy-preserving federated learning cyber-threat detection for intelligent transport systems with blockchain-based security
Moulahi, Tarek; Jabbar, Rateb; Alabdulatif, Abdulatif; Abbas, Sidra; El Khediri, Salim; Zidi, Salah; Rizwan, Muhammad... more authors ... less authors ( John Wiley and Sons Inc , 2022 , Article)Artificial intelligence (AI) techniques implemented at a large scale in intelligent transport systems (ITS), have considerably enhanced the vehicles' autonomous behaviour in making independent decisions about cyber threats, ...