807 Result(s)
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Open AccessSmart carbon monitoring platform under IoT-Cloud architecture for small cities in B5G
With the rapid development of the Internet of Things (IoT) in the 5G age, the construction of smart cities around the world consequents on the exploration of carbon reduction path based on IoT technology is an...
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Open AccessOn data efficiency of univariate time series anomaly detection models
In machine learning (ML) problems, it is widely believed that more training samples lead to improved predictive accuracy but incur higher computational costs. Consequently, achieving better data efficiency, that ...
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Open AccessHypoxia within tumor microenvironment characterizes distinct genomic patterns and aids molecular subty** for guiding individualized immunotherapy
Assessing the hypoxic status within the tumor microenvironment (TME) is crucial for its significant clinical relevance in evaluating drug resistance and tailoring individualized strategies. In this study, we p...
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Open AccessInference serving with end-to-end latency SLOs over dynamic edge networks
While high accuracy is of paramount importance for deep learning (DL) inference, serving inference requests on time is equally critical but has not been carefully studied especially when the request has to be ...
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Open AccessA fuel consumption-based method for develo** local-specific CO2 emission rate database using open-source big data
Emission data collection has always been a significant burden and challenge for Chinese counties to develop a CO2 emission inventory. This paper proposed a fuel consumption-based method to develop a local-specifi...
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Open AccessRetraction Note: Support attack detection algorithm for recommendation system based on deep learning
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Open AccessRetraction Note to: An abnormal traffic detection method using GCN-BiLSTM-attention in the internet of vehicles environment
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Open AccessRetraction Note: Hierarchical energy-saving routing algorithm using fuzzy logic in wireless sensor networks
This article has been retracted. Please see the Retraction Notice for more detail: https://doi.org/10.1186/s13635-023-00144-1.
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Open AccessRetraction Note: Features optimization selection in hidden layers of deep learning based on graph clustering
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Open AccessOptimal station placement based on grey wolf optimizer for regional target localization
The accuracy of target passive localization is influenced by the placement of signal receiving stations; therefore, many studies have been performed to optimize station placement. However, most of the present ...
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Open AccessDEMFFA: a multi-strategy modified Fennec Fox algorithm with mixed improved differential evolutionary variation strategies
The Fennec Fox algorithm (FFA) is a new meta-heuristic algorithm that is primarily inspired by the Fennec fox's ability to dig and escape from wild predators. Compared with other classical algorithms, FFA show...
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Open AccessEstablishment of an automatic diagnosis system for corneal endothelium diseases using artificial intelligence
To use artificial intelligence to establish an automatic diagnosis system for corneal endothelium diseases (CEDs).
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Open AccessHigh-performance computing in healthcare: An automatic literature analysis perspective
The adoption of high-performance computing (HPC) in healthcare has gained significant attention in recent years, driving advancements in medical research and clinical practice. Exploring the literature on HPC ...
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Coordination of networking and computing: toward new information infrastructure and new services mode
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Open AccessRevisiting the potential value of vital signs in the real-time prediction of mortality risk in intensive care unit patients
Predicting patient mortality risk facilitates early intervention in intensive care unit (ICU) patients at greater risk of disease progression. This study applies machine learning methods to multidimensional cl...
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Open AccessThe differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis
The burden of gastric cancer (GC) should be further clarified worldwide, and helped us to understand the current situation of GC.
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Open AccessIntelligent multi-agent model for energy-efficient communication in wireless sensor networks
The research addresses energy consumption, latency, and network reliability challenges in wireless sensor network communication, especially in military security applications. A multi-agent context-aware model ...
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Open AccessFeature selection strategies: a comparative analysis of SHAP-value and importance-based methods
In the context of high-dimensional credit card fraud data, researchers and practitioners commonly utilize feature selection techniques to enhance the performance of fraud detection models. This study presents ...
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Open AccessIntegration of transcriptomic analysis and multiple machine learning approaches identifies NAFLD progression-specific hub genes to reveal distinct genomic patterns and actionable targets
Nonalcoholic fatty liver disease (NAFLD) is a leading public health problem worldwide. Approximately one fourth of patients with nonalcoholic fatty liver (NAFL) progress to nonalcoholic steatohepatitis (NASH),...
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Open AccessAmplitude-modulated EM side-channel attack on provably secure masked AES
Recently a new type of side channels was discovered, called amplitude-modulated electromagnetic (EM) emanations from mixed-signal circuits. Unlike power analysis or near field EM analysis, attacks based on amp...
