Dual-Path Adaptive Channel Attention Network Based on Feature Constraints for Face Anti-Spoofing by Nana Li, Zhipeng Weng, Fangmei Liu, Zuhe Li, Wei Wang

“…Interference factors in visible light image data, such as backgrounds and lighting, often lead to poor performance of RGB-based single-modality face anti-spoofing methods. …”
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Enhancing sleep stage classification with ballistocardiogram signals: feature selection using attention mechanism and XGBoost by Chao Luo, Banteng Liu, Jiayu Chai, Zhijian Teng

“…The attention-XGBoost fusion effectively mitigates interference from noisy and redundant features while optimizing feature relevance, demonstrating robust adaptability to the complexity of sleep signals. …”
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Approaches to Regulating Relations in the Sphere of Developing and Using the Artificial Intelligence Technologies: Features and Practical Applicability by O. S. Erahtina

“…Objective: to review the modern scientific approaches to regulating relations in the sphere of using the artificial intelligence technologies; to reveal the main features and limitations of using the risk-oriented and technological approaches in order to determine the directions of their further development.Methods: the methodological basis of the research is a set of scientific cognition methods, including the general scientific dialectic method and the universal scientific methods (analysis and synthesis, comparison, summarization, structural-functional, and formal-logical methods).Results: it was determined that the use of the risk-oriented approach implies building constructive models of risk management. …”
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Comparative analysis of acute and chronic painful temporomandibular disorders: Insights into pain, behavioral, and psychosocial features. by Adrian Ujin Yap, Jung Hwan Jo, Sunghae Kim, Byeong-Min Lee, Ji Woon Park

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Research on fault feature enhancement and diagnosis of marine water pump bearing based on BM-MTF by Zhiqiang LIAO, Zhende HUANG, Xuewei SONG, Guanlong LIANG, Baozhu JIA

“…ObjectiveMarine water pump bearings operate in complex environments, and the fault features in the acquired signals are easily submerged by noise, resulting in low fault diagnosis accuracy. …”
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Relationship extraction between entities with long distance dependencies and noise based on semantic and syntactic features by Lei Wang, Fei Wu, Xiaoqing Liu, Jilong Cao, Mingwei Ma, Zhaoyang Qu

“…However, existing extraction algorithms struggle to maintain accuracy when dealing with long-distance dependencies between entities and noise interference. To address these challenges, this paper proposes a novel relation extraction method that integrates semantic and syntactic features for handling noisy long-distance dependencies. …”
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FEVT-SAR: Multicategory Oriented SAR Ship Detection Based on Feature Enhancement Vision Transformer by Minding Fang, Yu Gu, Dongliang Peng

“…This article proposes an efficient multicategory-oriented SAR ship detector, which adopts a powerful lightweight feature enhancement vision transformer (FEViT) backbone for a comprehensive feature representation in SAR ship images and, hence, is referred to as FEVT-SAR. …”
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Specific features of the situation in Kalinin and Kashin diocese prior to the start of Khruschev persecution (1954–1957) by Roman Tupikin

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Multichannel Aligned Feature Fusion Method for Salient Object Detection in Optical Remote Sensing Images by Weining Zhai, Liejun Wang, Panpan Zheng, Lele Li

“…Our Multilevel Complementary Cooperative Network (MCoCoNet) is capable of balancing semantic and detailed information to reduce noise interference to ensure semantic integrity through feature fusion in a multi-channel aligned manner. …”
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Structure-Activity Relationships in Alkoxylated Resorcinarenes: Synthesis, Structural Features, and Bacterial Biofilm-Modulating Properties by Mariusz Urbaniak, Łukasz Lechowicz, Barbara Gawdzik, Maciej Hodorowicz, Ewelina Wielgus

“…The results suggest that specific structural features of the alkoxy chains may modulate microbial responses, potentially via membrane stress or quorum sensing interference. …”
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A fish counting model based on pyramid vision transformer with multi-scale feature enhancement by Jiaming Xin, Yiying Wang, Dashe Li, Zhongliang Xiang

“…Furthermore, we proposed a global multilevel feature fusion mechanism to strengthen the extraction of the co-occurring information from the multi-scale feature map, which enhanced the focus of the model on the fish body. …”
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A multi-scale enhanced feature fusion model for aircraft detection from SAR images by Guoqing Zhou, Ziqi Zhang, Feng Wang, Qiang Zhu, YueFeng Wang, Ertao Gao, Yufu Cai, Xiao Zhou, Cong Li

“…Secondly, a feature fusion module (FFM) is designed and a multi-scale feature fusion pyramid network (MFFPN) is proposed to integrate the semantic information of different layers. …”
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Axle Temperature Detecting System of New-generation High-speed EMUs CRH380C by ZHANG Wen-zhong, HA Da-lei, WANG Qian

“…Based on axle temperature detecting system structure and principle of CRH5 & CRH3 EMUs, new-generation high-speed EMUs axle temperature detecting system was developed with DSP+FPGA control system. The system has the features such as high detecting precise, excellent anti-interference ability, reliability and stability etc, which satisfies high-speed requirement.…”
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Study on Meshing Characteristic of Face Gear Pair based on Pinion Modified by Continuous Shifting by Zhang Jinzhao, Liu Lei

“…Then,the tooth contact analysis（ TCA） and curvature interference inspection are conducted. The numerical example shows that the proposed novel modified face gear pair has following features of can avoid the occurrence of gear deviation load and can decrease the sensitivity of the contact path to the installation errors,there is no curvature interference at meshing points. …”
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Method for Construction the Diagnostic Features Space of Switched Reluctance Motors Based on Integral Dynamic Models by Fomin O.O., Ruban O.D., Rudkovskyi O.V.

“…The most significant results consist in obtaining the method with a further development in construction of a space of diag-nostic features of the nonlinear dynamic objects based on the correlation analysis as a stage of the features’ filtration. …”
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Broadband multifunctional polarization converter based on graphene and vanadium dioxide metasurfaces along with analytical methods by Saman Heidari, Najmeh Nozhat

“…To verify the simulation results, theoretical analyses of multiple interference theory and equivalent circuit model are presented. …”
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Fabrication and Performance Analysis of Single-Mode Polymer Waveguides and Devices by Han Wu, Ruizhi Jia, Fuling Wang, Liuge Du, Xiao Xu, Jia Zhao

“…In order to verify the reliability of the optimized process in fabricating devices with small feature sizes, power splitters based on directional coupler and multimode interference are designed and fabricated, and the measurement results show good agreement with the simulation results.…”
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Identification of partial discharges in cable terminals of high-speed EMUs based on fuzzy C-means clustering by YANG Yanhua, CEHN Zhenbao, CAO Han, ZHANG Yanlin, LIU Kai, CHEN Kui, GAO Guoqiang

“…A partial discharge test platform was built in the laboratory, and high-frequency current transducers (HFCT) were used to acquire partial discharge signals and the typical pulse interference signals from cable terminals. By performing envelope analysis on individual pulses, three parameters of the pulses were extracted as the feature vectors. …”
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Jointly Optimizing Resource Allocation, User Scheduling, and Grouping in SBMA Networks: A PSO Approach by Jianjian Wu, Chanzi Liu, Xindi Wang, Chi-Tsun Cheng, Qingfeng Zhou

“…Blind Interference Alignment (BIA) and Sparse Code Multiple Access (SCMA) offer the potential for massive connectivity but face limitations. …”
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Time-domain brain: temporal mechanisms for brain functions using time-delay nets, holographic processes, radio communications, and emergent oscillatory sequences by Janet M. Baker, Peter Cariani

“…These can be based on temporal correlations, convolutions, simple linear and nonlinear operations, wave interference patterns, and oscillatory interactions. …”
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