M
Mohammed Ali Al-Garadi
Researcher at Emory University
Publications - 84
Citations - 3816
Mohammed Ali Al-Garadi is an academic researcher from Emory University. The author has contributed to research in topics: Computer science & Social media. The author has an hindex of 20, co-authored 61 publications receiving 2074 citations. Previous affiliations of Mohammed Ali Al-Garadi include University of California, San Diego & Information Technology University.
Papers
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Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges
TL;DR: The focus of this review is to provide in-depth summaries of deep learning methods for mobile and wearable sensor-based human activity recognition, and categorise the studies into generative, discriminative and hybrid methods.
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A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security
TL;DR: A comprehensive survey of ML methods and recent advances in DL methods that can be used to develop enhanced security methods for IoT systems and presents the opportunities, advantages and shortcomings of each method.
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Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions
Henry Friday Nweke,Henry Friday Nweke,Ying Wah Teh,Ghulam Mujtaba,Ghulam Mujtaba,Mohammed Ali Al-Garadi +5 more
TL;DR: The focus of this review is to provide in-depth and comprehensive analysis of data fusion and multiple classifier systems techniques for human activity recognition with emphasis on mobile and wearable devices.
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Cybercrime detection in online communications
TL;DR: A set of unique features derived from Twitter; network, activity, user, and tweet content, based on these feature, a supervised machine learning solution for detecting cyberbullying in the Twitter network is developed.
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The rise of ransomware and emerging security challenges in the Internet of Things
Ibrar Yaqoob,Ejaz Ahmed,Muhammad Habib ur Rehman,Abdelmuttlib Ibrahim Abdalla Ahmed,Mohammed Ali Al-Garadi,Muhammad Imran,Mohsen Guizani +6 more
TL;DR: The ransomware attacks and security concerns in IoT are presented and a few credible case studies are outlined to alert people regarding how seriously IoT devices are vulnerable to threats.