Search Results - "Hijazi, Neveen"
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Intelligent detection of hate speech in Arabic social network: A machine learning approach
Published in Journal of information science (01-08-2021)“…Nowadays, cyber hate speech is increasingly growing, which forms a serious problem worldwide by threatening the cohesion of civil societies. Hate speech…”
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Journal Article -
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Secure Federated Learning with Fully Homomorphic Encryption for IoT Communications
Published in IEEE internet of things journal (01-02-2024)“…The emergence of the Internet of Things (IoT) has revolutionized people's daily lives, providing superior quality services in cognitive cities, healthcare, and…”
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Journal Article -
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Software Defect Prediction Using Heterogeneous Ensemble Classification Based on Segmented Patterns
Published in Applied sciences (01-03-2020)“…Software defect prediction is a promising approach aiming to improve software quality and testing efficiency by providing timely identification of defect-prone…”
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Journal Article -
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A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures
Published in Expert systems with applications (15-11-2021)“…•Parallel heterogeneous ensemble feature selection approaches are proposed.•A multi-core technologies are used to accelerate the ensemble feature…”
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Journal Article -
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Collaborative IoT learning with secure peer-to-peer federated approach
Published in Computer communications (01-12-2024)“…Federated Learning (FL) has emerged as a powerful model for training collaborative machine learning (ML) models while maintaining the privacy of participants’…”
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Journal Article -
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Securing Federated Learning against FGSM Attacks with Adaptive Trust Scores and Blockchain Updates
Published in 2023 Fifth International Conference on Blockchain Computing and Applications (BCCA) (24-10-2023)“…Federated learning (FL) is a distributed Machine Learning (ML) approach that allows multiple clients to train a global model collaboratively while maintaining…”
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Conference Proceeding -
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Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments
Published in ICC 2023 - IEEE International Conference on Communications (28-05-2023)“…The development of the Internet of Things (IoT) has dramatically expanded our daily lives, playing a pivotal role in the enablement of smart cities,…”
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Conference Proceeding -
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Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments
Published 20-02-2023“…The development of the Internet of Things (IoT) has dramatically expanded our daily lives, playing a pivotal role in the enablement of smart cities,…”
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Journal Article -
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Improvement on Cluster Based Routing Protocol by Using Vice Cluster Head
Published in 2010 Fourth International Conference on Next Generation Mobile Applications, Services and Technologies (01-07-2010)“…The main objective of routing protocol is to transfer data more efficiently from the source to the destination. All routing protocols have the same in this…”
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Conference Proceeding