Survey of Multimodal Federated Learning: Exploring Data Integration, Challenges, and Future Directions

<p dir="ltr">The rapidly expanding demand for intelligent wireless applications and the Internet of Things (IoT) requires advanced system designs to handle multimodal data effectively while ensuring user privacy and data security. Traditional machine learning (ML) models rely on cent...

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محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Mumin Adam (22466626) (author)
مؤلفون آخرون:	Abdullatif Albaseer (16904607) (author), Uthman Baroudi (22466629) (author), Mohamed Abdallah (3073191) (author)
منشور في:	2025
الموضوعات:	Health sciences Health services and systems Information and computing sciences Artificial intelligence Data management and data science Machine learning Multimodal FL data fusion cross-modal multimodal federated transformer learning , multimodal FL communication intelligent IoT applications Data models Surveys Transformers Data privacy Computational modeling Internet of Things Accuracy Scalability Federated learning Distributed databases
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Survey of Multimodal Federated Learning: Exploring Data Integration, Challenges, and Future Directions

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