Palaearctic flea beetle Phyllotreta ochripes (Curtis) (Coleoptera, Chrysomelidae, Galerucinae), herbivore of Alliaria petiolata (garlic mustard), new to North America by Hume Douglas, George Hammond, Tyler Smith, Jessie Mutz, Alexander Konstantinov

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Instance segmentation of oyster mushroom datasets: A novel data sampling methodology for training and evaluation of deep learning models by Christos Charisis, Meiqing Wang, Dimitrios Argyropoulos

“…Correctness was used to assess the segmentation quality and ISQI to combine information from both detection (mAR) and segmentation (Correctness). …”
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ANALYSIS OF CRISIS STRATEGIES IN THE CONDITIONS OF MODERN HYBRID WAR by О. Shvydanenko, G. Duginets, O. Tkachenko, A. Kotenok, T. Busarieva

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IMViT: Adjacency Matrix-Based Lightweight Plain Vision Transformer by Qihao Chen, Yunfeng Yan, Xianbo Wang, Jishen Peng

“…Extensive experiments show that the proposed lightweight IMViT-B outperforms DeiTIII, this paper IMViT-B(300 epochs) achieves a top accuracy of <inline-formula> <tex-math notation="LaTeX">$82.8~\%$ </tex-math></inline-formula> on ImageNet-1K with only 26M parameters, surpasses the DeiTIII-S(800 epochs) +1.4%, with a similar number of parameters and computation cost. …”
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Smart grid forecasting method based on data preprocessing and Bi-LSTM by LI Yan, LIU Xinyue, QIAO Junjie, WANG Maotao, LIU Yifan, QI Leijie

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IMPROVEMENT OF THE METHODOLOGICAL APPROACH TO ASSESSING THE IMPACT OF PUBLIC GOVERNANCE ON ENSURING THE ECONOMIC SECURITY OF THE STATE by L. Akimova, O. Akimov, I. Mihus, Y. Koval, V. Dmitrenko

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Biodiversity of Coleoptera (Insecta) in Central European Russia by Leonid V. Egorov, Aleksey S. Sazhnev, Sergey V. Dedyukhin, Alexander B. Ruchin, Olga S. Trushitsyna, Anna M. Nikolaeva, Mikhail N. Esin, Evgeniy A. Lobachev

“…The beetles were collected by different means (manual collection; the use of soil traps, fermental crown traps, and Malaise traps; light fishing; sweeping with an entomological net on plants and under water, etc.). (3) Results: The dataset presents data on 1310 species and subspecies of Coleoptera from 74 families found in the Eastern Part of the Eastern European Plain. …”
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DNA metabarcoding of non-fungal eukaryotic diversity in air and snow of Livingston Island, South Shetland Islands, Antarctica by Paulo E.A.S. Câmara, Tina Šantl‑Temkiv, Otavio H.B. Pinto, Peter Convey, Manuel Dall’Osto, Fabio L.V. Bones, Micheline Carvalho-Silva, Diego Knop Henriques, Luiz Henrique Rosa

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ADWNet: An improved detector based on YOLOv8 for application in adverse weather for autonomous driving by Xinyun Feng, Tao Peng, Ningguo Qiao, Haitao Li, Qiang Chen, Rui Zhang, Tingting Duan, JinFeng Gong

“…To address the problem of information loss in fused features, Neck has been replaced with RepGDNeck. …”
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FACTORS INFLUENCING THE DISCLOSURE OF SUSTAINABILITY REPORTS BY LISTED COMPANIES ON THE VIETNAMESE STOCK MARKET by Tran The Nu, Nguyen Thi Thanh Hai, Le Thi Thanh Huong, Do Thi Ngoc Lan

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Introduction of clinical guidelines for the diagnosis and treatment of osteoarthrosis: results of a cluster randomized trial by Dmitri Mikhailovich Maksimov, O M Lesnyak

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CSCP-YOLO: A Lightweight and Efficient Algorithm for Real-Time Steel Surface Defect Detection by Chenglong Wang, Heng Wang, Yimin Jiang, Lei Yu, Xueting Wang

“…Specifically, the CGSF (C2f-GSConv-FasterNet) module is integrated into the feature extraction network to enhance the identification of small target defects on steel surfaces. …”
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Quality assessment and umbrella review of systematic reviews about dance for people with Parkinson's disease. by Camila Pinto, Rafaela Simon Myra, Alexandre Severo do Pinho, Francisca Pereira, Guido Orgs, Aline Souza Pagnussat

“…Independent reviewers extracted information regarding the characteristics of all systematic reviews included and appraised quality using A MeaSurement Tool to Assess Systematic Reviews (AMSTAR 2). …”
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The impact of weight matrices on parameter estimation and inference: A case study of binary response using land-use data by Yiyi Wang, Kara M. Kockelman, Xiaokun (Cara) Wang

“…Again, the MESSP model offered the greatest computing-time savings benefits, but all three specifications yielded similar marginal effects estimates, showing how a focus on the spatial interactions and net (direct plus indirect) effects across observational units is more important than a focus on slope-parameter estimates when properly analyzing spatial data.…”
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Interpretable classification of Levantine ceramic thin sections via neural networks by Sara Capriotti, Alessio Devoto, Simone Scardapane, Silvano Mignardi, Laura Medeghini

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A multi-source image fusion algorithm for typical electrical equipment with dual-branch network structure by NIE Qixin, XIAO Zhiyun, BAO Tengfei, JIN Xu, GAO Wenqiang, GUO Hao

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Research on defect perception model of distribution network based on big data analysis and waveform matching algorithm by LIN Kaifeng, LI Yiming, ZHANG Bo, YANG Changyu, ZHU Zeting, YANG Zhenda

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Tracking cropland transitions: A comparative analysis of U.S. land cover change data. by Gray Martin, Kemen Austin, Tyler Lark, Stanley Lee, Christopher M Clark

“…Despite these differences, net cropland expansion from all four datasets was comparable (5.18-6.33 million acres), although the geographic extent and type of conversion differed. …”
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Environmental assessment of river water quality near oil and gas fields by A.S. Patimah, A. Prasetya, S.H.M.B. Santosa

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Approved trends and product characteristics of digital therapeutics in four countries by Jun Liang, Qichuan Fang, Xiaoyi Jiao, Peng Xiang, Junhao Ma, Zijiao Zhang, Yongcheng Liu, Yunfan He, Yingjun Li, Zhixu He, Jianbo Lei

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