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5G cellular networks have recently fostered a wide range of emerging applications, but their popularity has led to traffic growth that far outpaces network expansion. This mismatch may decrease network quality and cause severe performance problems. To re
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This study introduces an augmented Long-Short Term Memory (LSTM) neural network architecture, integrating Symbolic Genetic Programming (SGP), with the objective of forecasting cross-sectional price returns across a comprehensive dataset comprising 4500 listed stocks in the Chinese market over the period ...
To meet the challenges in large-scale deployment of massive MIMO and the requirements of continuous network traffic growth in the future, a concept of long-term evolution towards simplified, intelligent, and energy-efficient massive MIMO networks has been introduced. During the deployment of massive ...
A Long Short-Term Memory Network, also known as LSTM, is an advanced recurrent neural network that uses "gates" to capture both long-term and short-term memory. These gates help prevent the issues of gradient exploding and vanishing that occur in standard RNNs. LSTM has a well-constructed ...
Long-term Memory Machine Learning Network Models Stochastic Networks Artificial Intelligence Transportation Technology and Traffic Engineering 1Introduction Recent advances in technologies and infrastructures, such as high support GPS, mobile communications, wireless sensing and internet of things, make our citie...
When ambient PM2.5 is lower than ~23 μg/m3, the window term has a larger effect than the interaction, resulting in a decrease of the indoor concentration if the window is open. Unmeasured factors also contributed to differences in PM2.5 levels between sites. As shown in Fig. A.11, ...
While it is relatively inexpensive and less time consuming to create short form content, it doesn’t provide any long-term SEO benefit. In contrast, creating long form content can be hard, but it offers you a host of SEO benefits such as more backlinks, stronger brand signals, increased ...
PM2.5and PM10were not the principal factors to the atmospheric corrosion because of their low concentrations at the Qingdao test site. The influence of wind speed on corrosion decreased and the effect of rust layer and chloride became more and more obvious as the exposure time extended. The effe...