Classifying Aviation Safety Reports: Using Supervised Natural Language Processing (NLP) in an Applied Context by Michael D. New, Ryan J. Wallace

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Satellite Image Time-Series Classification with Inception-Enhanced Temporal Attention Encoder by Zheng Zhang, Weixiong Zhang, Yu Meng, Zhitao Zhao, Ping Tang, Hongyi Li

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Cost-Efficient Fall Risk Assessment With Attention Augmented Vision Machine Learning on Sit-to-Stand Test Videos by Chunhua Pan, Boting Qu, Rui Miao, Xin Wang

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New Insight on the Application of Binary Coded Chiliad (BCC) Encoding for Decimal Arithmetic by Morteza Dorrigiv

Subjects: “…binary coded chiliad encoding…”
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DeweyTP: a labeling scheme for probabilistic XML data by Zi-yang CHEN, Jia LIU, Liu-hui ZHANG, Jun-feng ZHOU

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RS regenerating codes for cloud storage fault-tolerant system by Xi-ai YAN, Da-fang ZHANG, Jin-min YANG, Bo-yun ZHANG

Subjects: “…cloud storage;fault tolerance;erasure codes;RS encoding;RDP encoding…”
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A comprehensive construction of deep neural network‐based encoder–decoder framework for automatic image captioning systems by Md Mijanur Rahman, Ashik Uzzaman, Sadia Islam Sami, Fatema Khatun, Md Al‐Amin Bhuiyan

Subjects: “…CNN Encoder…”
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AFHNet: Attention-Free Hybrid Network for Salient Object Detection in Underwater Images by Qian Tang, Zhen Wang, Xuqi Wang, Shan-Wen Zhang

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Design of Capsule-Shaped All-Terrain Robot: A Perpendicular Track Mobility Solution by Abhishek Sebastian, Vinay Murali, R. Pragna, A. Annis Fathima

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PIFRNet: Position Information Guided Feature Reconstruction Network for Salient Object Detection in Remote Sensing Images by Zhen Wang, Ruixiang Li, Xiaotian Wang, Nan Xu, Zhuhong You

Subjects: “…Dual-branch encoder…”
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A Channel Attention-Based Denoising Autoencoder U-Net and Classifier (UNA-DAEC) for Signal Identification Under Challenging SNR Conditions by Ife Olalekan Ebo, Idowu Ajayi, Lina Mroueh, Youmni Ziade, Sylvain Azarian

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Lower Limb Motion Recognition Based on sEMG and CNN-TL Fusion Model by Zhiwei Zhou, Qing Tao, Na Su, Jingxuan Liu, Qingzheng Chen, Bowen Li

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A Brief Perspective on Deep Learning Approaches for 2D Semantic Segmentation by Shazia Sulemane, Nuno Fachada, João P. Matos-Carvalho

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Entity-level cross-modal fusion for multimodal chinese agricultural diseases and pests named entity recognition by Jingzhong Huang, Xia Hao, Yu Wang, Ruizhi Song, Zenan Mu, Wen Chu, Georgios Papadakis, Sijie Niu, Xuchao Guo

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AMSformer: A Transformer for Grain Storage Temperature Prediction Using Adaptive Multi-Scale Feature Fusion by Qinghui Zhang, Weixiang Zhang, Quanzhen Huang, Chenxia Wan, Zhihui Li

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Interior design assistant algorithm based on indoor scene analysis by Lu Zhang

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Explainable multi-step heating load forecasting: Using SHAP values and temporal attention mechanisms for enhanced interpretability by Alexander Neubauer, Stefan Brandt, Martin Kriegel

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A dynamic attention mechanism for road extraction from high-resolution remote sensing imagery using feature fusion by Haoming Bai, Chao Ren, Zhenzhong Huang, Yao Gu

Subjects: “…Dual-branch fusion encoder…”
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Graph-Enhanced Deep Learning With Character Similarity Mining for Automated NOTAM Correction in Aviation Systems by Bing Dong, Haoran Yao, Chuang Luo, Ruichao Yang, Ziyue Wang

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Radar Echo Extrapolation Based on Translator Coding and Decoding Conditional Generation Adversarial Network by Xingang Mou, Yuan He, Wenfeng Li, Xiao Zhou

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