VBCNet: A Hybird Network for Human Activity Recognition by Fei Ge, Zhenyang Dai, Zhimin Yang, Fei Wu, Liansheng Tan

“…In this paper, we propose a hybrid network architecture, named VBCNet, that can effectively identify human activity postures. …”
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Deep Neural Network-Based Detection of Modulated Jamming in Free-Space Optical Systems: Theory and Performance Under Atmospheric Fading by Manav R. Bhatnagar

“…To benchmark the performance of the proposed architecture, we derive a closed-form upper bound on the Bayes classification error using the Bhattacharyya coefficient, expressed analytically in terms of Meijer-G functions. …”
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A Study on Electro-dynamic Brake Control Strategy of Hydrogen-powered Autonomous-rail Rapid Tram by LUO Xiaofeng, XIAO Lei, PENG Jing, FU Jianchao, WANG Hao, HUANG Dayang, LU Jun

“…It meets the design requirements for regenerative braking energy recovery of hydrogen-powered autonomous-rail rapid tram under the current electro-dynamic braking system architecture.…”
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P14 | THE ROLE OF CHROMATIN REORGANIZATION IN HYPOXIA ADAPTATION

“…In response to external cues, it undergoes dynamic reorganization of chromatin architecture, causing the spatial relocalization of nucleic acids and specific proteins into defined nuclear clusters, whose stimulus-driven compartmentalization remains largely elusive. …”
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HyperKAN: Kolmogorov–Arnold Networks Make Hyperspectral Image Classifiers Smarter by Nikita Firsov, Evgeny Myasnikov, Valeriy Lobanov, Roman Khabibullin, Nikolay Kazanskiy, Svetlana Khonina, Muhammad A. Butt, Artem Nikonorov

“…The best classification quality was achieved using a KAN-based transformer architecture.…”
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Implement HPA for Nginx Service Using Custom Metrics Under Kubernetes Framework by Hanlin Zhou, Chan Huah Yong

“…To address these challenges, this paper proposes an HPA architecture based on HTTP status codes as custom metrics to improve system service availability. …”
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Shifting Power Dynamics in South Asia: The Geopolitical Impact of China’s CPEC on Regional Rivalries by Neha Manhas, Neeraj Singh Manhas, Hari Yadav G

“…Abstract The China-Pakistan Economic Corridor (CPEC), a flagship project of China’s Belt and Road Initiative (BRI), has emerged as a pivotal force in reshaping South Asia’s geopolitical architecture since its inception in 2013. Extending over 3,000 km from China’s Xinjiang province to Pakistan’s Gwadar Port, CPEC not only serves as a critical economic artery for Pakistan but also represents a strategic fulcrum in China’s pursuit of regional and global influence. …”
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Log Taras Walls Construction in the Russian State in the Late 16th –Early 18th Century by Sergey Gorokhov

“…The author concludes that the design of crowned taras walls is associated with the features of the defensive architecture of that period. During the Livonian War, garrisons of Russian fortresses faced the problem of wooden walls being set on fire by red-hot cannonballs. …”
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DeepContainer: A Deep Learning-based Framework for Real-time Anomaly Detection in Cloud-Native Container Environments by Ke Xiong, Zhonghao Wu,  Xuzhong Jia

“…The system architecture incorporates specialized components for real-time data collection, processing, and analysis, achieving a detection accuracy of 96.8% with an average response latency of 7.3ms. …”
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Microfiber epidermal thermometer (MET) with extraordinary high precision designed for long-term use on hairy skin by Adeela Hanif, Junho Park, Dohui Kim, Jangwon Yoon, Unyong Jeong, Dong Sung Kim

“…Localized nanofiber reinforcement on a microfiber and temperature-sensing layer on localized region create a strain-engineered architecture, allowing MET to achieve strain-insensitive temperature detection. …”
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Multimodal deep learning for art behavior analysis and personalized teaching path generation by Yikun Li, Jie Shi

“…Additionally, the study constructs a system architecture covering data layers, algorithm layers, and application layers, enabling real-time dynamic adjustment and visual traceability of teaching paths. …”
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INI-24: a dataset for combating interest flooding attack in named data networks using ISP-RocketFuel mapping engine by Lalitha Chinmayee Hurali MaheshKumar, Sangeetha Jayavelu, Annapurna P. Patil

“…Named Data Networks (NDN) are a promising future Internet architecture optimised for content distribution, but remain vulnerable to Distributed Denial of Service (DDoS) attacks, such as Interest Flooding Attacks (IFA). …”
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Classification of skin diseases with deep learning based approaches by Merve Okumuş Sarı, Kübra Keser

“…The proposed model provides an original contribution to the literature, particularly through its integration of feature selection and a simplified architecture. This high success rate reveals that deep learning is an effective method in classifying skin diseases and the transfer learning process and will reduce the mortality rates due to cancer diseases with early and effective treatment while enabling skin diseases to be easily distinguished.…”
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Sleep features in menopausal women (literature review) by I. M. Madaeva, N. V. Semenova, V. A. Astafyev, E. B. Druzhinina, A. V. Labygina

“…The results of polysomnography in these pathological states are presented, indicating a decrease in sleep efficiency, a change in its "architecture", and a longer waking time during the night with insomnia; a significant increase in the apnea/hypopnea index, a delay in the phase of fast sleep, a decrease in the duration of deep stages of sleep and a decrease in its effectiveness - in obstructive sleep apnea syndrome. …”
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Deep learning-based ensemble stacking for enhanced intrusion detection in IoT-edge platforms by P. R. Chithra Rani, K. Baalaji

“…The stacking multi-layer architecture of enhanced IDS incorporates CNN, RNN, DNN, and LSTM models to improve accuracy and enhance resilience against cyber threats. …”
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mmHSE: A Two-Stage Framework for Human Skeleton Estimation Using mmWave FMCW Radar Signals by Jiake Tian, Yi Zou, Jiale Lai

“…Leveraging the collected data, we develop a two-stage neural architecture for human skeleton estimation. The first stage employs a dual-branch network with depthwise separable convolutions and self-attention to extract multi-scale spatiotemporal features from dual-view radar inputs. …”
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The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots by Radhey Lal, Rajiv Kumar Singh, Dinesh Kumar Nishad, Dharti raj Shah

“…This study investigates the integration of electromagnetic (EM) radiation with quantum factorial networks to enhance Wi-Fi hotspot performance through a comprehensive experimental framework.A novel quantum factorial network architecture was developed, leveraging quantum superposition and entanglement principles to optimize wireless communication systems. …”
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Enhanced Federated Learning Framework based on Deep Learning and Neutrosophic Set for Android Malware Classification by Mohamed Refaat Abdellah, Hasan H. Oudah, Ahmed Mohamed Ahmed Badawy, Mohamed AbdElFattah AbdElFattah M Hassan, Shady Ahmed Bedier, Ahmed A. Metwaly, Mohamed eassa, Ahmed Abdelhafeez

“…Using four benchmark datasets—Drebin, Malgenome, Kronodroid, and Tuandromd—the CNN-Fed model is trained across many clients in a federated setting under the suggested architecture. Then we use multi-criteria decision-making (MCDM) methodology to evaluate the number of clients and number of rounds. …”
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Uncertainty-Aware Appraising of User Interfaces in Human Computer Interactions: Blending Tree Soft Sets and Neutrosophic Computational Methodological by Basma K. Eldrandaly, Mona Mohamed

“…Conversely, soft sets used to illustrate and examine how evaluation criteria and UI choices relate to one another. The suggested architecture allows for a thorough and methodical assessment of UI prototypes by fusing such techniques with MCDM methods like entropy - multi-objective optimization on the basis of simple ratio analysis (MOOSRA). …”
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ANALYSIS OF MEDICAL SERVICE CONTROL PROCESS IN THE SCOPE OF COMPULSORY HEALTH INSURANCE PROGRAM by M. A. Taranik, G. D. Kopanitsa

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