Population dynamics of Tricentrus sp. and detection of jujube witches'-broom phytoplasma in a Shandong jujube orchard by LI Yong, WEI Jingwei, YU Guoyue, TAN Jing, PEI Guangying, LI Shu, YANG Fan

“…Shandong Province, one of China's major jujube-producing areas, features plantations concentrated in the saline-alkali regions of northwest Shandong and the barren mountainous areas of central and southern Shandong. …”
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Predicting Financial Distress through Ranking Working Capital Management Components Using Random Forest Algorithm by Pouya Sadeghi, Daryush Farid, Hamid Reza Mirzaei, Abolfazl Dehghani

“…This approach helps to significantly mitigate the overfitting problem.One notable feature of the random forest algorithm is its ability to rank the importance of the input features in determining the trend of the target variables. …”
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Monocyte–macrophage dynamics as key in disparate lung and peripheral immune responses in severe anti‐melanoma differentiation‐associated gene 5‐positive dermatomyositis‐related int... by Jia Shi, Xiaoya Pei, Jinmin Peng, Chanyuan Wu, Yulin Lv, Xiaoman Wang, Yangzhong Zhou, Xueting Yuan, Xingbei Dong, Shuang Zhou, Dong Xu, Jiuliang Zhao, Jun Liu, Jiao Huang, Bin Du, Chen Yao, Xiaofeng Zeng, Mengtao Li, Houzao Chen, Qian Wang

“…Circulating monocytes exhibited an immunosuppressive phenotype, characterised by diminished cytokine production, reduced MHC II expression, and features resembling myeloid‐derived suppressor cells. …”
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Unlocking the power of swine gut bacteria: newly isolated Blautia strain and its metabolites inhibit the replication of Salmonella Typhimurium in macrophages and alleviate DSS-indu... by Jiatong Wei, Yang Liu, Hua Li, Ze Lu, Yanjiao Liu, Yifan Zhang, Cong Lan, Aimin Wu, Jun He, Jingyi Cai, Gang Tian, Daiwen Chen, Bing Yu, Zhiqing Huang, Ping Zheng, Xiangbing Mao, Jie Yu, Junqiu Luo, Hui Yan, Jiayong Tang, Huifen Wang, Quyuan Wang, Yuheng Luo

“…Results B. hominis LYH1 displayed typical characteristics of an obligate anaerobe, including non-hemolytic and non-motile features, and a genome enriched with carbohydrate-active enzyme genes. …”
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Protecting the Autonomy of Patients with Severe Mental Illness Through Psychiatric Advance Directive Peer-Facilitation by Nicholas Karasik

“…Through my research and the benefit of hindsight, I believe that a psychiatric advance directive could have facilitated my treatment regimens and perhaps mitigated some of the depersonalization and lack of control I felt. …”
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Two-stage prediction of drift ratio limits of corroded RC columns based on interpretable machine learning methods by Yan Zhou, Yizhi Qiu, Liuzhuo Chen

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An Ensemble Model for Predicting Cardiovascular Disease utilizing Nature Inspired Optimization by Annwesha Banerjee Majumder, Somsubhra Gupta, Sourav Majumder, Dharmpal Singh

“…The StandardScaler method is used to achieve feature-wise standardisation in order to mitigate any bias resulting from varying scale disparities. …”
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Le habous, instrument de protection de la biodiversité ? Le cas du Maroc dans une approche de droit comparé. by Samira Idllalène

“…The habous (waqf) is an institution anchored in the culture and the Muslim law. Its environmental feature is not enough exploited any more today while it could mitigate the lack of effectiveness of the modern law. …”
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Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels by Zeping Yang, Zhikai Cheng, Da Wu

“…Using 300-hour continuous deformation records from multiple cross-sections of the G Tunnel (March 2023), a novel WOA-CNN-GRU model is developed, integrating data preprocessing, feature extraction, and prediction. The methodology incorporates quadratic exponential smoothing for outlier mitigation, followed by sequential feature extraction using convolutional neural networks (CNNs) and bidirectional gated recurrent units (GRUs). …”
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FMPNet: a fuzzy-embedded multi-scale prototype network for sea-land segmentation of remote sensing images by Guangyi Wei, Jindong Xu, Qianpeng Chong, Jianjun Huang

“…We design a dual-branch joint attention feature extraction module (DAFM) for effective feature extraction. …”
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(IoT) Network intrusion detection system using optimization algorithms by Luo Shan

“…In multi-class attack identification scenarios, the framework mitigates feature confusion between rare attacks (e.g., user-to-root attacks) and normal traffic through adaptive feature weight allocation. …”
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Classification of fashion e-commerce products using ResNet-BERT multi-modal deep learning and transfer learning optimization. by In-Jae Seo, Yo-Han Lee, Beakcheol Jang

“…In addition, five methods for fusing feature vectors extracted from a single modal into one and six strategies for fine-tuning multi-modal models are presented, featuring a total of 14 strategies. …”
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Structural health monitoring based on three-dimensional point cloud technology: A systematic review by Yanzong Zhang, Guibo Nie, Duozhi Wang

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Measurement-induced phase transitions in monitored infinite-range interacting systems by Anna Delmonte, Zejian Li, Gianluca Passarelli, Eric Yilun Song, Diego Barberena, Ana Maria Rey, Rosario Fazio

“…This paper answers whether this feature is inherent in infinite-range systems, due to their underlying semiclassical dynamics. …”
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HR-NeRF: advancing realism and accuracy in highlight scene representation by Shufan Dai, Shanqin Wang

“…HRNet incorporates Swish activation functions, affine transformations, multilayer perceptrons (MLPs), and residual blocks, which collectively enable smooth non-linear transformations, adaptive feature scaling, and hierarchical feature extraction. …”
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Improving the criteria of electricity consumptionforecasting in petrochemical industrial units based ondeep learning by Ehsan Tavakoli Garmaserh, Mehran Emadi

“…Key innovations include the use of Fourier Transform-based feature extraction for enhanced data representation and a hybrid genetic-sparse matrix optimization technique for feature selection, ensuring high predictive performance. …”
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A vehicle coordinate system reconstruction method for end of line calibration applications by Zhigang Ding, Yangyang Gong, Jincheng Lin, Jingjing Jiang, Jiadi Zhang

“…Third, the paper describes how to mitigate the influence of vehicle body color by choosing appropriate light sources, and it employs suitable algorithms to complete the feature point extraction process. …”
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Multi-Level Foreground Prompt for Incremental Object Detection by Jianwen Mo, Ronghua Zou, Hua Yuan

“…Second, the feature map output by the teacher model is used as a feature-level prompt, with a feature distillation loss guiding the student model to encode new class foreground information in less significant channels of the old feature map, reducing interference. …”
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AECA-FBMamba: A Framework with Adaptive Environment Channel Alignment and Mamba Bridging Semantics and Details by Xin Chai, Wenrong Zhang, Zhaoxin Li, Ning Zhang, Xiujuan Chai

“…While weakly supervised methods help to mitigate the scarcity of HR annotations across wide geographic areas, existing approaches struggle with feature extraction instability. …”
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Digital Domain TDI-CMOS Imaging Based on Minimum Search Domain Alignment by Han Liu, Shuping Tao, Qinping Feng, Zongxuan Li

“…Then, the feature point pairs that best match the extracted feature points of the reference frame are identified within the search box of the target frame. …”
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