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201
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Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data
منشور في 2022"…<p dir="ltr">Federated Learning (FL) is a distributed learning methodology that allows multiple nodes to cooperatively train a deep learning model, without the need to share their local data. …"
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203
Evaluating machine learning technologies for food computing from a data set perspective
منشور في 2023"…Food affects behavior, mood, and social life. It has recently become an important focus of multimedia and social media applications. …"
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204
Human Action Recognition: A Taxonomy-Based Survey, Updates, and Opportunities
منشور في 2023"…One of the most challenging issues for computer vision is the automatic and precise identification of human activities. A significant increase in feature learning-based representations for action recognition has emerged in recent years, due to the widespread use of deep learning-based features. …"
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205
A systematic review and meta-analysis on the impact of early vs. delayed pharmacological thromboprophylaxis in patients with traumatic brain injury
منشور في 2024"…Our findings indicated that early prophylaxis significantly reduced the incidence of VTE, deep vein thrombosis (DVT), pulmonary embolism (PE), and overall mortality when compared to late administration. …"
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206
A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory
منشور في 2025"…<p dir="ltr">Despite the growing research and development of botnet detection tools, an ever-increasing spread of botnets and their victims is being witnessed. …"
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207
Food fraud detection using explainable artificial intelligence
منشور في 2023"…<div><p>Recently, the global food supply chain has become increasingly complex, and its scalability has grown. …"
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208
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TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images
منشور في 2024"…Moreover, due to the increase of drug-resistant tuberculosis, the disease becomes more challenging in recent years. …"
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210
THz-Enabled UAV Communications Under Pointing Errors: Tractable Statistical Channel Modeling and Security Analysis
منشور في 2025"…<p dir="ltr">Unmanned aerial vehicles (UAVs) are increasingly being utilized as mobile base stations for rapidly establishing temporary wireless coverage in emergency situations and remote locations. …"
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211
Allergen immunotherapy for atopic dermatitis: Systematic review and meta-analysis of benefits and harms
منشور في 2023"…Both routes of AIT increased adverse events (risk ratio [95% confidence interval] 1.61 [1.44-1.79]; 66% with SCIT vs 41% with placebo; 13% with SLIT vs 8% with placebo; high certainty). …"
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Improving diagnosis and prognosis of lung cancer using vision transformers: a scoping review
منشور في 2023"…It provides key insights into how vision transformers complemented the performance of AI and deep learning methods for lung cancer. Furthermore, the review also identifies the datasets that contributed to advancing the field.…"
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215
Detection of Real-Time Malicious Intrusions and Attacks in IoT Empowered Cybersecurity Infrastructures
منشور في 2023"…To address these issues, we propose a deep learning-based novel method to detect cybersecurity vulnerabilities and breaches in cyber-physical systems. …"
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216
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The global, regional, and national burden of stomach cancer in 195 countries, 1990–2017: a systematic analysis for the Global Burden of Disease study 2017
منشور في 2020"…We report on the incidence, mortality, and disability-adjusted life-years (DALYs) due to stomach cancer in 195 countries and territories from 21 regions between 1990 and 2017. …"
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219
Identifying Regional Trends in Avatar Customization
منشور في 2019"…We find that avatar customization correlates with increased social activity, and we are able to identify distinct visual trends among the U.S.…"
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220
Exploring Effects of Mental Stress with Data Augmentation and Classification Using fNIRS
منشور في 2025"…To improve our results and increase our dataset, we use data augmentation with a deep convolutional generative adversarial network (DCGAN). …"
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