Family protection motivation and economic vulnerability: a network analysis of public influenza risk perception, education and mitigation strategies in China by Cheng Yang, Cheng Yang, Jiawei Li, Jiawei Li, Xianqiong Feng, Xianqiong Feng, Shaoyu Su, Shaoyu Su, Qin Zeng, Qin Zeng

“…This gap impedes effective interventions targeting critical behavioral nodes in influenza mitigation.ObjectiveThis study employs network analysis to uncover the core structural features of influenza risk perception among the Chinese public, examining the association between science literacy and risk perception to inform targeted mitigation and intervention strategies.DesignA multicenter, cross-sectional network analysis study using convenience sampling.SettingFifteen provinces across mainland China, covering eastern, western, southern, northern, and central regions.Participants1,416 individuals aged 18–70, representing diverse occupations, education levels, and income groups.ResultsThe public’s influenza risk perception network exhibited a “family-knowledge-economy” triadic structure. …”
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Recursive Effects to Study Feature-Based Capabilities in Supply Chain Management by Pietro De Giovanni

“…In addition, we analyze the consumers’ customization options and the needs for facilitators to mitigate the negative effects of excessive features. …”
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MFEAM: Multi-View Feature Enhanced Attention Model for Image Captioning by Yang Cui, Juan Zhang

“…To mitigate the impact of excessive feature enhancement, the student model divides the decoding layer into two groups, which separately process instance features and the relationships between instances. …”
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New Cities of Trans-Baikal in 1950s–1980s: Features of Formation and Development by N. S. Baikalov, Z. Z. Tsyrendashiev

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Lane Detection Based on CycleGAN and Feature Fusion in Challenging Scenes by Eric Hsueh-Chan Lu, Wei-Chih Chiu

“…This method can extract features of different styles and multi-scales, thereby increasing the richness of model input. …”
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Enhancing the classification of seismic events with supervised machine learning and feature importance by Eman L. Habbak, Mohamed S. Abdalzaher, Adel S. Othman, HA Mansour

“…This paper’s principal contribution is applying feature selection techniques and feature importance analysis to identify the best features leading to the best events’ discrimination. …”
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The Bright Feature Transform for Prominent Point Scatterer Detection and Tone Mapping by Gregory D. Vetaw, Suren Jayasuriya

“…We then modify the BFT to present a difference of trigonometric functions to mitigate speckle scatterers and other random noise sources found in the imagery. …”
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Bio inspired feature selection and graph learning for sepsis risk stratification by D. Siri, Raviteja Kocherla, Sudharshan Tumkunta, Pamula Udayaraju, Krishna Chaitanya Gogineni, Gowtham Mamidisetti, Nanditha Boddu

“…To address these gaps, this study proposes a novel framework that integrates bio-inspired feature selection and graph-based deep learning for enhanced sepsis risk prediction. …”
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Multilevel Feature Interaction Network for Remote Sensing Images Semantic Segmentation by Hongkun Chen, Huilan Luo

“…Furthermore, to mitigate the semantic dilution issues caused by upsampling, a semantic-guided fusion module is introduced to enhance the propagation of rich semantic information among features. …”
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Features of sentencing by Moscow revolutionary tribunal for the clergy and believers in 1918–1920 by Vadim Nikonov

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Federated cross-view e-commerce recommendation based on feature rescaling by Ruiheng Li, Yuhang Shu, Yue Cao, Yiming Luo, Qiankun Zuo, Xuan Wu, Jiaojiao Yu, Wenxin Zhang

“…By addressing data heterogeneity and optimizing feature utilization through dynamic rescaling, Fed-FR-MVD effectively mitigates the impact of noisy data, with performance maintained across noise levels of 5%–15%. …”
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Prediction model for chemical explosion consequences via multimodal feature fusion by Yilin Wang, Beibei Wang, Yichen Zhang, Jiquan Zhang, Yijie Song, Shuang-Hua Yang

“…The accurate prediction of such incidents plays a pivotal role in risk mitigation and safety enhancement within the chemical industry. …”
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Multiscale Feature Reconstruction and Interclass Attention Weighting for Land Cover Classification by Zongqian Zhan, Zirou Xiong, Xin Huang, Chun Yang, Yi Liu, Xin Wang

“…In this work, we present two pluggable modules to further boost serial learning architecture: first, to cope with ambiguous boundaries caused by lost details and fragmented segmentation stemmed from scale variances, a combination of spatial attention and channel attention is proposed for multiscale feature reconstruction (MSFR); second, to mitigate the classification error caused by intraclass variance and interclass correlation, we explore an interclass attention weighting (ICAW) module, which builds feature vectors for each category, and applies a multihead attention model to capture self-attention dependence among different categories. …”
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Gate driver-in-panel circuit using low-temperature polycrystalline silicon and oxide TFTs with mitigated positive bias temperature stress by Se Hwan Na, Seok Gyu Hong, Yong Seon Hwang, Jung Chul Kim, Juhn Suk Yoo, Hyun Jae Kim

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Energy efficient and robust node localization in WSNs using LSTM optimized DV hop framework to mitigate multihop localization errors by Amjad Rehman, Tariq Mahmood, Tahani Jaser Alahmadi, Ahmed S. Almasoud, Tanzila Saba

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Magnetic Integrated Multi-Trap Filters Using Mutual Inductance to Mitigate Current Harmonics in Grid-Connected Power Electronics Converters by Maged Al-Barashi, Aicheng Zou, Yongjun Wang, Wei Luo, Nan Shao, Zeyu Tang, Bing Lu

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Dexmedetomidine Mitigates Acute Lung Injury by Enhancing M2 Macrophage Polarization and Inhibiting RAGE/Caspase-11-Mediated Pyroptosis by Yisi Zhao, Kefeng Li, Liuyang Wang, Gang Kuang, Ke Xie, Shihui Lin

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Effect of green building features on energy efficiency of university buildings in tropical climate by Ahamed Zacki, Shakila Pathirana

“…While green roofs and walls provided moderate energy benefits, they offered substantial environmental advantages such as urban heat island mitigation. The study recommends prioritizing cost-effective measures like LED lighting and double glazing in university retrofits, and it highlights the need for future research on integrating multiple green features and expanding simulations to varied climatic zones.…”
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Multimodal framework for phishing attack detection and mitigation through behavior analysis using EM-BERT and SPCA-BASED EAI-SC-LSTM by Mahmoud Murhej, G. Nallasivan

“…Then, by utilizing Spherical Principal Component Analysis (SPCA), the features are extracted. Further, the optimal features are chosen by using the Cauchy distribution-based Seagull Optimization Algorithm (CSOA). …”
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A Moving Object Detection Method Based on Conditional Information and Feature Deepening by Hongrui Zhang, Luxia Yang

“…Then, an autoencoder architecture is constructed by combining multiple small encoders and residual connections, enhancing feature propagation while mitigating detail degradation caused by generative oversampling. …”
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