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Data compression

Path planning for UAVs in complex terrain based on the PGD model: Algorithmic improvements combining feature extraction and reinforcement learning

Liangshuai Liu, Xiaofeng Li, Lingming Meng, Yuntao Zhao, Yaya Lv

published 03 Feb 2026

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The effect of time–space compression in the Yangtze River Delta region under transportation integration: An accessibility-based analysis

Shuo Shang, Haibing Jiang

published 03 Feb 2026

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Deep learning-based no-reference image quality assessment framework for Cryptosporidium spp. and Giardia spp

Muhammad Amirul Aiman Asri, Heshalini Rajagopal, Norrima Mokhtar, Wan Amirul Wan Mohd Mahiyiddin, Yvonne Ai Lian Lim, Masahiro Iwahashi, Ryosuke Harakawa, Fatimah Ibrahim, Takao Ito

published 20 Jan 2026

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Influence mechanism exploration and machine learning prediction of loess compression deformation coefficient under multi-factor coupling effects

Wei Zhou, Changqing Deng, Jin Wang

published 09 Jan 2026

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DynamicSeq2SeqXGB for PM_2.5 imputation in extremely sparse environmental monitoring networks

Ruslan Safarov, Zhanat Shomanova, Yuriy Nossenko, Eldar Kopishev, Zhuldyz Bexeitova, Emin Atasoy

published 11 Dec 2025

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Adaptive federated clustering for uncertainty-aware learning on decentralized big data platforms

Mohsen H. Alhazmi

published 01 Dec 2025

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SVNC-Net: An optimized U-Net variant with 2D convolutions for lightweight 3D spleen segmentation

Mehmet Zahid Genc, Yaser Dalveren, Ali Kara, Mohammad Derawi, Jan Kubicek, Marek Penhaker

published 25 Nov 2025

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A modulation format recognition and optical signal-to-noise ratio monitoring scheme based on residual network and Taylor score pruning

Jinrong Liang, Yong Bao

published 13 Oct 2025

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Effective image compression using transformer and residual network for balanced handling of high and low-frequency information

Jianhua Hu, Guixiang Luo, Xiangfei Feng, Zhanjiang Yuan, Jiahui Yang, Wei Nie

published 03 Oct 2025

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Analysis and prediction of the axial compression properties of desert sand concrete with steel tube restraint based on an improved BP neural network model

Wang Xiaoqian, Li Xinyang, Chen Yuzhi, Qiu Xiangyu, Song Ling

published 22 Sep 2025

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An efficient elliptic curve-based deterministic measurement matrix for micro-seismic data acquisition

Haiqiang Liu, Guangjian Ge, Ze Jiang, Xiaojing Chen

published 20 Aug 2025

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A lightweight intelligent compression method for fast Sea Level Anomaly data transmission

Xiaodong Ma, Xiang Wan, Lei Zhang, Dong Wang, Zeyuan Dai

published 18 Aug 2025

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Datavzrd: Rapid programming- and maintenance-free interactive visualization and communication of tabular data

Felix Wiegand, David Lähnemann, Felix Mölder, Hamdiye Uzuner, Adrian Prinz, Alexander Schramm, Johannes Köster

published 22 Jul 2025

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