A gender perspective on Internet use: consequences for information seeking on the net by AnnBritt Enochsson

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Analyzing the Dimensionality of O*NET Cognitive Ability Ratings to Inform Assessment Design by Stephen G. Sireci, Brendan Longe, Javier Suárez-Álvarez, Maria Elena Oliveri

“…The O*NET database is an online repository of detailed information on the knowledge and skill requirements of thousands of jobs across the United States. …”
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Using past planning practice to inform biodiversity net gain in residential developments by Ian Thornhill, Anna Gilchrist, Bethany Searle, Caglar Koksal, David Sampson

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Oil-Painting Style Classification Using ResNet with Conditional Information Bottleneck Regularization by Yaling Dang, Fei Duan, Jia Chen

“…In this paper, we introduce a deep conditional information bottleneck (CIB) framework, built atop ResNet-50, for fine-grained style classification of oil paintings. …”
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TCCU-Net: Transformer and CNN Collaborative Unmixing Network for Hyperspectral Image by Jianfeng Chen, Chen Yang, Lan Zhang, Linzi Yang, Lifeng Bian, Zijiang Luo, Jihong Wang

“…In order to fully harness the information contained within hyperspectral images, this article explores a dual-stream collaborative network, referred to as TCCU-Net. …”
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ACA-Net: adaptive context-aware network for basketball action recognition by Yaolei Zhang, Fei Zhang, Yuanli Zhou, Xiao Xu

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ESMII-Net: An edge-synergy and multidimensional information interaction network for remote sensing change detection by Yixin Chen, Xiaogang Ning, Ruiqian Zhang, Hanchao Zhang, Xiao Huang, You He

“…To overcome these challenges, we introduce the Edge-Synergy and Multidimensional Information Interaction Network (ESMII-Net) specifically designed for remote sensing change detection. …”
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Physically Informed Synthetic Data Generation and U-Net Generative Adversarial Network for Palimpsest Reconstruction by Jose L. Salmeron, Eva Fernandez-Palop

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CLGB-Net: fusion network for identifying local and global information of lesions in digital mammography images by Ningxuan Hu, Zhizhen Gao, Zongyu Xie, Lei Li

“…ResNet-50 is used to extract local features. The Swin Transformer is utilized to capture global contextual information and extract global features. …”
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Map geographic information road extraction method based on generative adversarial network and U-Net by Guangchun Liu, Huan He, Yun Gao, Guangbao Zhang, Tianyu Cao

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StrawberryNet: Fast and Precise Recognition of Strawberry Disease Based on Channel and Spatial Information Reconstruction by Xiang Li, Lin Jiao, Kang Liu, Qihuang Liu, Ziyan Wang

“…And then, a discriminative feature extractor, including channel information reconstruction network (CIR-Net) and spatial information reconstruction network (SIR-Net) modules, is designed for abstracting the identifiable features of different types of strawberry disease. …”
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PICT-Net: A Transformer-Based Network with Prior Information Correction for Hyperspectral Image Unmixing by Yiliang Zeng, Na Meng, Jinlin Zou, Wenbin Liu

“…To benefit from the advantages of the Transformer architecture and to improve the interpretability and robustness of the network, a dual-branch network with prior information correction, incorporating a Transformer network (PICT-Net), is proposed. …”
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Fusion of Aerial and Satellite Images for Automatic Extraction of Building Footprint Information Using Deep Neural Networks by Ehsan Haghighi Gashti, Hanieh Bahiraei, Mohammad Javad Valadan Zoej, Ebrahim Ghaderpour

“…Several satellite-derived spectral indices were extracted from the Sentinel-2 image. Then, U-Net models combined with ResNet-18 and ResNet-34 were trained on these data. …”
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Mitigating information asymmetry in 5G networks by Hermann Bergmann Garcia e Silva, Rúben Manuel Nunes Santos, Manuel Ricardo

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GPR-TSBiNet: An Information Gradient Enrichment Model for GPR B-Scan Small Target Detection by Chongqin Wang, Yi Guan, Minghe Chi, Feng Shen, Zhilong Yu, Qingguo Chen, Chao Chen

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StructureNet: Physics-Informed Hybridized Deep Learning Framework for Protein–Ligand Binding Affinity Prediction by Arjun Kaneriya, Madhav Samudrala, Harrish Ganesh, James Moran, Somanath Dandibhotla, Sivanesan Dakshanamurthy

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LGWheatNet: A Lightweight Wheat Spike Detection Model Based on Multi-Scale Information Fusion by Zhaomei Qiu, Fei Wang, Tingting Li, Chongjun Liu, Xin Jin, Shunhao Qing, Yi Shi, Yuntao Wu, Congbin Liu

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DenseNet-Enabled Intelligent Ship Energy Consumption Prediction Method with Navigation Information and Environmental Factors by Gulashan Tang, Rui Luo, Bin Huang, Xiang Li, Hui Ma

“…Regarding the limitations of low accuracy and poor effectiveness in ship energy consumption prediction, caused by the diverse voyages and specialized operational missions of research vessels, this paper proposes a DenseNet-enabled energy consumption prediction model considering the complex navigation information and diverse environmental factors. …”
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Beyond amplitude: Phase integration in bird vocalization recognition with MHAResNet by Jiangjian Xie, Zhulin Hao, Chunhe Hu, Changchun Zhang, Junguo Zhang

“…Traditional recognition methods often neglect phase information, resulting in incomplete feature representation. …”
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The Impact of Integrating Shallow and Deep Information on Knowledge Distillation by Yilin Miao, Yuhong Tang, Huangliang Ren, Jianjun Li

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