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    Automatic Recommendation Algorithm for Video Background Music Based on Deep Learning by Hong Kai

    Published 2021-01-01
    “…Based on the idea of probabilistic matrix decomposition, the tightly coupled fusion of multiple deep learning models and collaborative filtering is realized. …”
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    Research on network traffic classification based on machine learning and deep learning by Yue GU, Dan LI, Kaihui GAO

    Published 2021-03-01
    “…With the continuous development of Internet technology and the continuous expansion of network scale, there are many different types of applications , and various new applications have endlessly emerged.In order to ensure the quality of service (QoS) and ensure network security, accurate and fast traffic classification is an urgent problem for both operators and network managers.Firstly, the problem definition and performance metrics of network traffic classification were given.Then, the traffic classification methods based on machine learning and deep learning were introduced respectively, the advantages and disadvantages of these methods were analyzed, and the existing problems were expounded.Next, the related work by focusing on the three problems encountered elaborated and analyzed in traffic classification when considering online deployment: dataset, zero-day application identification and the cost of online deployment, and further discusses the challenges faced by the current network traffic classification researches.Finally, the next research direction of network traffic classification was prospected.…”
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  5. 185

    Cyber Security Intrusion Detection Using a Deep Learning Method by Basheer Ullah, Shafiq-ur-Rehman Massan, M. Abdul Rehman, Rabia Ali Khan

    Published 2025-01-01
    “…The new techniques of deep learning are poised to succeed for detecting intrusion by employing different algorithms of detection and prevention. …”
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  6. 186

    The Recognition of Holy Qur’an Reciters Using the MFCCs’ Technique and Deep Learning by Ghassan Samara, Essam Al-Daoud, Nael Swerki, Dalia Alzu’bi

    Published 2023-01-01
    “…In this study, we propose a deep learning model using convolutional neural networks (CNNs) and a dataset consisting of seven well-known reciters. …”
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    Design of Intelligent Recognition English Translation Model Based on Deep Learning by Yuexiang Ruan

    Published 2022-01-01
    “…Additionally, a new and popular branch of machine learning is deep learning which has achieved excellent results in research fields such as natural language processing. …”
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    Hybrid Deep Learning Techniques for Improved Anomaly Detection in IoT Environments by Hanan Abbas Mohammad

    Published 2024-12-01
    Subjects: “…CICIoT2023 Dataset, Feature scaling, IoT Security, Deep learning, LSTM Models, Whale optimization algorithm (WOA), Detect IoT Attacks.…”
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