Traffic environment perception algorithm based on multi-task feature fusion and orthogonal attention by Zhengfeng LI, Mingen ZHONG, Yihong ZHANG, Kang FAN, Zhiying DENG, Jiawei TAN

“…MTEPN is built upon the CSPDarkNet network, which is employed to extract fundamental features from traffic scene images. …”
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Urban Tree Canopy Mapping and Analysis Using Iterative Annotation Method and Deep Learning: A Case Study in Beijing by Yulong Ding, Ximin Cui, Zhengchao Chen, Zeqing Wang, Debao Yuan, Xiang Meng, Xuan Yang, Yue Xu, Xiangyu Tian

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Detection Method of Apple Alternaria Leaf Spot Based on Deep-Semi-NMF by FU Zhuojun, HU Zheng, DENG Yangjun, LONG Chenfeng, ZHU Xinghui

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Features and Transformation Mechanism of Online and Offline Popularity in Digital Era Tourism of Ancient Towns: A Case Study of Lijiang Dayan Ancient Town by Chen Xiaokui, Mao Zhirui, Yi Chun, Gao Yujie

“…With the trend of the "Internet of Everything" breaking the time and space boundaries of information dissemination, virtual and real interactive activity spaces are gradually replacing physical activity spaces and becoming the dominant form of carrying out human activities. …”
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Quantitative assessment of spatiotemporal variations and drivers of gross primary productivity in tropical ecosystems at higher resolution by Ruize Xu, Jiahua Zhang, Fang Chen, Bo Yu, Shawkat Ali, Hidayat Ullah, Ali Salem Al-Sakkaf

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An annual cropland extent dataset for Africa at 30 m spatial resolution from 2000 to 2022 by Z. Lou, Z. Lou, D. Peng, D. Peng, Z. Shi, Z. Shi, H. Wang, K. Liu, Y. Zhang, X. Yan, X. Yan, Z. Chen, Z. Chen, S. Ye, S. Ye, L. Yu, J. Hu, J. Hu, J. Hu, Y. Lv, Y. Lv, Y. Lv, H. Peng, H. Peng, Y. Zhang, Y. Zhang, Y. Zhang, B. Zhang, B. Zhang

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Anti-Chaff Jamming Method of Radar Based on Real Dataset and Residual Attention Model by Shuolei Li, Bin Liu, Lin Zhou, Jingping Liu

“…In this paper, we address this challenge by proposing an effective residual attention network named RA-Net. Specifically, we introduce an attention mechanism that enables the network to focus on the most informative and stable hierarchical features of the high-resolution range profile (HRRP) data, significantly improving the model’s feature extraction capability and overall performance. …”
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PROJECT COST MANAGEMENT AT THE DESIGN AND CONSTRUCTION STAGE by M. A. Fedotova, A. S. Maltsev, T. V. Tazihina

“…Nonetheless, it’s failed to address the issue to the capitalized costs informational block-schedule and methodical approach, allowing to module the loans and the financial leasing accounting parameters, with the capitalized costs being assumed on the design and the construction stage of the science-intensive projects (aircraft manufacturing, nuclear power engineering).Also on the design and the construction stage it weren’t worked out the methodical recommendations, allowing to be assessed the influence of the capitalized costs and incurring losses by the tax expense from continuing operation calculation from the point of view of accounting standards and tax legislation on net present value and financial stability of project.In this way the task to work out the methodical approaches and recommendations, allowing to model the loans and the financial leasing accounting parameters, and to carry out the assessment of the capitalized costs influence on the net present value and  the financial stability of the project are current importance task. …”
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Determination of the oral carcinoma and sarcoma in contrast enhanced CT images using deep convolutional neural networks by Kritsasith Warin, Wasit Limprasert, Teerawat Paipongna, Sitthi Chaowchuen, Sothana Vicharueang

“…Multiclass classification models were constructed using DenseNet-169, ResNet-50, EfficientNet-B0, ConvNeXt-Base, and ViT-Base-Patch16-224 to accurately differentiate between oral carcinoma and sarcoma. …”
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CMRNet: An Automatic Rapeseed Counting and Localization Method Based on the CNN-Mamba Hybrid Model by Jie Li, Chenbo Yang, Chengyong Zhu, Tao Qin, Jingmin Tu, Binhui Wang, Jian Yao, Jiangwei Qiao

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An analysis of the Policy of Increasing the Salaries of Government Employees Based on the Framework of Kingdon's Multiple Streams (Case Study of Budget Law 1401) by Seyyed Mojtaba Shahraeini, Heidar Najafi, Seyyedamir Abbaszade, Mahdi Khosravi, Iman Akbari

“…For example, employees earning 6 million Tomans in 1400 experienced a 12% net salary increase (after tax deductions), while those earning 32 million Tomans in 1400 saw about a 19% increase. …”
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Development of an artificial intelligence-based application for the diagnosis of sarcopenia: a retrospective cohort study using the health examination dataset by Chang-Won Jeong, Dong-Wook Lim, Si-Hyeong Noh, Sung Hyun Lee, Chul Park

“…Methods We developed an automated lumbar spine slice classification model using the CNN (EfficientNetV2) algorithm and an automated domain segmentation model to identify the subcutaneous fat, visceral fat, and muscle areas using the U-NET algorithm. …”
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Innovative machine learning-based prediction of early airway hyperresponsiveness using baseline pulmonary function parameters by Hua Yang, Xingru Zhao, Zhuochang Chen, Lihong Yang, Guihua Zhao, Chenxiao Xu, Jinyi Xu

“…In the validation cohort, multidimensional validation through calibration plots showed a slope of 0.883. The Net Reclassification Improvement (NRI) for Model C compared to other models was 0.169 (vs. …”
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Enhancing brain age estimation under uncertainty: A spectral-normalized neural gaussian process approach utilizing 2.5D slicing by Zeqiang Linli, Xingcheng Liang, Zhenhua Zhang, Kang Hu, Shuixia Guo

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Non-destructive assessment of hemp seed vigor using machine learning and deep learning models with hyperspectral imaging by Damrongvudhi Onwimol, Pongsan Chakranon, Kris Wonggasem, Papis Wongchaisuwat

“…Hyperspectral imaging was employed to capture spectral information from entire trays of hemp seeds. Individual seed spectral data was extracted using a region-of-interest analysis, isolating each seed for detailed examination. …”
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Benign nodules of the thyroid gland and 25-hydroxy-vitamin D levels in euthyroid patients by Hacı Bolat, Aliriza Erdoğan

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Decarbonisation of Natural Gas Grid: A Review of GIS-Based Approaches on Spatial Biomass Assessment, Plant Siting and Biomethane Grid Injection by Thanuja Gelanigama Mesthrige, Prasad Kaparaju

“…Most nations are shifting towards renewable energy sources to reduce energy-related emissions and achieve their net zero emissions targets by mid-century. Consequently, many attempts have been made to invest in clean, accessible, inexpensive, sustainable and reliable renewable energy sources while reducing dependency on fossil fuels. …”
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Crowdfunding and Energy Efficiency Contracting: Exploring New Pathways for Private Investment in Building Renovations by Renan Magalhães, Federico Narracci, Jens Lowitzsch

“…To overcome these challenges, the FinSESCo platform, funded by Era-Net 2020 joint call, aims to channel private investments into building renovations and renewable energy installations via a crowdfunding portal. …”
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THE INFLUENCE OF THE AUGUSTAN REGIO I ON THE ITALIAN REGIONALIZATION DEBATE by Maria Ronza, Eliodoro Savino

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A Correction Method and Its Time Correction for Enrichment Measurement of Non-Equilibrium Low-Enriched Uranium by Keyu ZHANG, Lei BAI, Haocheng ZHAO, Yifan LIU, Hao LÜ

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