Robust Anomaly Detection of Multivariate Time Series Data via Adversarial Graph Attention BiGRU by Yajing Xing, Jinbiao Tan, Rui Zhang, Jiafu Wan

“…The proposed method achieves anomaly detection and robust performance in noise interference, which provides feasible technical support for the stable operation of industrial equipment in complex environments.…”
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MSaD-Net: A Mix Self-Attention Networks for 3D Point Cloud Denoising by Xusheng Zhu, Shuai Ma, Daixin Chen, Li Zhou, Haibo Tang

“…In the process of acquiring 3D point cloud data, due to environmental interference or unstable scanning equipment, the acquired data often have noisy points. …”
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Research on a collaborative platform for teaching English in universities based on an intelligent voice system by Junwei Niu, Lijuan Jiang

“…Online teaching platforms have become an essential component of distance education; however, traditional platforms often suffer from background noise interference and insufficient teacher-student interaction, adversely affecting students' learning outcomes. …”
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DeCGAN: Speech Enhancement Algorithm for Air Traffic Control by Haijun Liang, Yimin He, Hanwen Chang, Jianguo Kong

“…Air traffic control (ATC) communication is susceptible to speech noise interference, which undermines the quality of civil aviation speech. …”
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A Note on the Dynamics of Modified rf-SQUIDs: Simulations and Possible Control over Oscillations by Nikolay Kyurkchiev, Tsvetelin Zaevski, Anton Iliev, Todor Branzov

“…The so-call SQUIDs (abbreviated from superconducting quantum interference device) are very sensitive apparatuses especially built for metering very low magnetic fields. …”
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Onboard LiDAR–Camera Deployment Optimization for Pavement Marking Distress Fusion Detection by Ciyun Lin, Wenjian Sun, Ganghao Sun, Bown Gong, Hongchao Liu

“…This empirical accuracy underscores the proposed method’s robustness in real-world scenarios, effectively mitigating the challenges posed by environmental interference.…”
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Electroporation-mediated functional analysis method of genes in the giant insect Trypoxylus dichotomus by Kazuki Sakura, Shinichi Morita, Toshiya Ando, Karen Yuzaki, Shuji Shigenobu, Teruyuki Niimi

“…To investigate the molecular basis of these characteristics, systemic larval RNA interference (RNAi) has been employed as a primary loss-of-function genetic tool. …”
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Using Autoencoders to Classify EMC Problems in Electronic System Development by J. Maalouly, D. Hemker, C. Hedayat, M. Olbrich, S. Lange, H. Mathis, H. Mathis

“…<p>This paper is a direct continuation of “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development” <span class="cit" id="xref_paren.1">(<a href="#bib1.bibx9">Maalouly et al.…”
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An improved traffic lights recognition algorithm for autonomous driving in complex scenarios by Ziyue Li, Qinghua Zeng, Yuchao Liu, Jianye Liu, Lin Li

“…Image recognition is susceptible to interference from the external environment. It is challenging to accurately and reliably recognize traffic lights in all-time and all-weather conditions. …”
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Improved Variational Mode Decomposition Based on Scale Space Representation for Fault Diagnosis of Rolling Bearings by Baoxiang Wang, Guoqing Liu, Jihai Dai, Chuancang Ding

“…Accurate extraction of weak fault information from non-stationary vibration signals collected by vibration sensors is challenging due to severe noise and interference. While variational mode decomposition (VMD) has been effective in fault diagnosis, its reliance on predefined parameters, such as center frequencies and mode number, limits its adaptability and performance across different signal characteristics. …”
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Detection of fasting blood sugar using a microwave sensor and convolutional neural network by Mohammad Amir Sattari, Mohsen Hayati

“…These responses were recorded under controlled laboratory conditions, ensuring consistency and minimizing environmental interference. To interpret the complex, non-linear features of the sensor response, a convolutional neural network (CNN) was developed and trained using the entire dataset. …”
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Metabolic characteristics in orthoflaviviral infections: unveiling pathogenic mechanisms and therapeutic targets by Zhiwei Su, Ningze Sun, Xiaoyan Zheng

“…These pathways include the reprogramming of lipid metabolism, interference with energy metabolism, and the induction of host inflammatory responses. …”
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Multi-band frequency selective metasurface based filter for WLAN and X-band EMI shielding applications by Haider Ali, Bilal Tariq Malik, Laeeq Riaz, Muhammad Farhan Shafique, Slawomir Koziel

“…Abstract In this paper, a double-sided planar frequency selective metasurface (FSMS) has been presented for airborne electromagnetic interference (EMI) shielding applications. The proposed structure uniquely combines two narrow bands of WLAN (2.4 and 5.8 GHz) and the entire bandwidth of the X-band (8–12 GHz) spectrum. …”
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A Dual-Functional and Efficient MOF-5@MWCNTs Electrochemical Sensing Device for the Measurement of Trace-Level Acetaminophenol and Dopamine by Jianxia Gu, Shuting Lang, Zhanbin Jin, Tingting Wei

“…Under optimal conditions, the proposed sensor features relatively wide linear ranges of 0.005–600 μM and 0.1–60 μM for AP and DA, respectively, with very low detection limits (LODs) of 0.061 μM and 0.0075 μM for AP and DA. …”
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Political Factors in Global Communication Platforms: Pavel Durov’s Case by Choi Keunwon, Zotova Tatyana Andreevna

“…A balance between national security and fundamental human rights is of great importance in the digital age. This research featured the recent conflict between Pavel Durov, the founder of the Telegram messenger, and the French authorities. …”
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A Method for Diagnosing Diabetic Retinopathy Based on Ocular Fundus Imaging by N. T. Tuyen, T. T. Huu

“…However, the background interference and low contrast of such images significantly hinders the timely detection of vascular lesions. …”
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Regulatory Impact Assessment in Post-Soviet Countries: Results, Problems and Prospects by I.  D. Turgel, A.  Zh. Panzabekova

“…Moreover, the paper notes that at the present stage of the development of the regulatory impact assessment institute little attention is paid to finding alternative solutions which require government interference in the economy.…”
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The Russian vernacular from the second half of the 19th to the first half of the 20th century by Eremin Alexander N.

“…The vernacular had linguistic features at all levels of the language, but above all at the lexico-semantic level. …”
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A Fast Rail Profile Point Cloud Matching Algorithm Based on Overlay Weight ICP by ZUO Wei, LI Jianfeng, LUO Zihe

“…Firstly, the geometric features of the rail profile are used for fast rough matching, providing a high-quality initial input for the ICP algorithm. …”
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Localized Sound‐Integrated Display Speaker Using Crosstalk‐Free Piezoelectric Vibration Array by Inpyo Hong, Su Seok Choi

“…Abstract Beyond visual quality, features like sound and tactile feedback have become essential to enhancing user experience, resulting in more immersive, realistic displays. …”
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