This paper discusses the application of neural network in information warfare technology, fully excavates and utilizes information based on data analysis, improves the efficiency of information warfare technology. In ...
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Detecting emotions from speech signals is a crucial yet intricate aspect of Human-computer Interaction (HCI). In the field of speech emotion recognition (SER) literature, different methods are applied to identify emot...
This paper introduces the application requirements for high-speed secure communication across networks, the fundamental principles of cross-network data exchange, and its implementation. Based on high-speed switch tec...
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Because of the rising sophistication of cybersecurity threats, it is imperative to have a thorough grasp of the evasion strategies used by malevolent actors. This study offers a detailed analysis of evasion strategies...
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Aiming at improving the restoration of blurred images affected by impulse noise, this brief presents a neoteric nonconvex optimization model that integrates a nonconvex total generalized variation (NTGV) regularizatio...
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To address the limitations of traditional fruit classification methods that rely on manual extraction, this study proposes a network model utilizing VGG16 architecture and the fruits-360 public dataset. Initially, the...
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This study explores the application of deep facial recognition technology to identify kinship patterns among strangers using convolutional neural networks (CNNs). Utilizing the VGGFace2 dataset, a deep CNN model was d...
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In recent years, with the wide application of U-Net network architecture combined with channel or spatial attention mechanism in the field of medical image segmentation, the segmentation accuracy has been greatly impr...
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Current portfolio researches focus on the optimization model design and the risk measurement. Specifically, existing methods mainly utilize the return time series itself as an input, while factors describing various a...
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Designing and simulating a network infrastructure for multi-branch organizations is essential for ensuring seamless connectivity and efficient operations. This paper addresses the challenges faced by organizations in ...
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