Multi scale fusion point cloud denoising method based on improved statistical filtering by Guisheng DAI, Tianshan SUN

“…This study proposes a multi-scale fusion point cloud denoising method based on improved statistical filtering using a joint optimization approach of curvature and statistical filtering. …”
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Character-Level Adversarial Samples Generation Method Based on Dual-Layer Text Watermark by Houyue Wu, Xianwei Li, Shunxiang Zhang, Honghao Zhu

“…This approach ensures that the generated samples significantly reduce the performance of target models while preserving semantic meaning. Experiments on four benchmark datasets show that our method outperforms state-of-the-art baselines. …”
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Sampling Method Based on Fuzzy Membership for Computing Negative Sample Credibility and Its Applications by Zhijie Ning, Yongbo Tie

“…The results are as follows: (1) Increasing the credibility threshold progressively improves model precision while inducing systematic overestimation bias in regional susceptibility assessment; (2) Integrated analysis of model performance and landslide distribution characteristics (where recall, F1-score, and AUC values initially increase then decrease) confirms the optimal effectiveness when selecting negative samples within a credibility threshold range of 0.7–1.0. …”
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New improvement ion exchange treatment method for drinking water in Juybar City, Iran by Yasin Nasrollahi, Mojtaba Khoshravesh, Ghasem Aghajani Mazandarani

“…Abstract Due to the high cost of water refinement by chemicals, refinement is very important with low-cost methods. By promoting for cost-effective strategies, communities and regions can enhance their ability to address the increasing need for clean water while reducing the financial burden associated with traditional chemical treatments. …”
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Device Modeling Method for the Entire Process of Energy-Saving Retrofit of a Refrigeration Plant by Xuanru Xu, Lun Zhang, Jun Chen, Qingbin Lin, Junjie Chen

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Comparative efficacy of grouting and mixing methods for stabilizing collapsible soils with nano-clay and cement by Mostafa Zamanian, Meghdad Payan, Mahdi Salimi, Fatemeh Qahremani, Mahyar Arabani, Mohammad Mahdi Shalchian

“…Collapsible soils, characterized by sudden settlement upon wetting, pose significant geotechnical challenges for infrastructure foundations. While conventional stabilization methods exist, their effectiveness is often limited by non-uniform treatment or environmental concerns. …”
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PhotoChem Reference Chemical Database for the Development of New Alternative Photosafety Test Methods by Ga-Young Lee, Jee-Hyun Hwang, Jeong-Hyun Hong, Seungjin Bae, Kyung-Min Lim

“…Collectively, this study provides a valuable reference for optimizing test method selection and supports the broader adoption of validated, human-relevant non-animal photosafety assessment strategies.…”
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Sentiment Analysis on the PT Pertamina Corruption Case using IndoBERT and RCNN Methods by Wildan Jaya Kusoema, Ichsan Ibrahim

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Comparative analysis of data transformation methods for detecting non-technical losses in electricity grids by Maria Gabriel Chuwa, Daniel Ngondya, Rukia Mwifunyi

“…While feature-based detection methods perform well, they often require manual feature engineering and domain expertise. …”
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Vicugna pacos semen collection methods and review of semen parameters using Triladyl ® diluent by Juan Ramón García-Díaz, Rafael Alfonso Garzón Jarrín, Luis Alonso Chicaiza Sánchez, Blanca Jeaneth Villavicencio Villavicencio

“…It is concluded that method C is the most optimal for semen collection and that the use of Triladyl® diluent in the freezing protocol decreased seminal concentration and motility, while it increased mortality and sperm morpho anomalies after thawing.…”
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Comparison Features of Methods of Epidural Analgesia as a Part of Combined Anesthesia in Laparoscopic Surgery by N. S. Smolin, K. N. Khrapov, A. A. Khryapa

“…There were no significant differences in pain intensity between the groups after surgery.At the same time, the level of motor block was significantly higher in patients of Group 2, while in Groups 1 and 3, motor block did not develop in most of the patients.Conclusion: The optimal method of epidural analgesia in typical laparoscopic colorectal operations is the use of 0.25% ropivacaine concentration as a continuous infusion only due to ensuring an acceptable level of analgesia, adequate distribution of the sensory block, the minimum degree of motor block, as well as the least negative effect on hemodynamic parameters which reduces the volume of infusion therapy and doses of vasopressors.…”
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High-robustness integrated adversarial training method for fingerprint-based indoor localization systems by ZHANG Xuejun, LI Mei, CHEN Hui, WANG Guohua

“…These findings verify that EDEAD optimizes computational efficiency while maintaining high robustness.…”
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Adaptive polarimetric optimization for ground deformation monitoring using multi-temporal InSAR with dual-polarization sentinel-1 by Leixin Zhang, Feng Zhao, Yunjia Wang, Jordi J. Mallorqui, Teng Wang, Yuxuan Zhang, Zhongbo Hu, Sen Du, José Fernández

“…However, traditional high-efficiency PolMTI methods cannot adaptively optimize both persistent scatterer (PS) and distributed scatterer (DS), while existing adaptive methods have high computational burdens. …”
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An adaptive synchronous loop phase compensation method for enhancing grid-forming transient stability by Yang Cui, Boyu Ma, Zifeng Li, Yuting Zhao

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DASNeRF: depth consistency optimization, adaptive sampling, and hierarchical structural fusion for sparse view neural radiance fields. by Yongshuo Zhang, Guangyuan Zhang, Kefeng Li, Zhenfang Zhu, Peng Wang, Zhenfei Wang, Chen Fu, Xiaotong Li, Zhiming Fan, Yongpeng Zhao

“…In the optimized sampling phase, the sampling point density in key regions is adaptively increased while reducing sampling in low-priority regions, enhancing detail capture accuracy. …”
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Mamba-STFM: A Mamba-Based Spatiotemporal Fusion Method for Remote Sensing Images by Qiyuan Zhang, Xiaodan Zhang, Chen Quan, Tong Zhao, Wei Huo, Yuanchen Huang

“…The spatial expert adaptively adjusts channel weights to optimize spatial feature representation, enabling precise alignment and fusion of multi-resolution images, while the temporal expert incorporates a temporal squeeze-and-excitation mechanism and selective state space model (SSM) techniques to efficiently capture short-range temporal dependencies, maintain linear sequence modeling complexity, and further enhance overall spatiotemporal fusion throughput. …”
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Design and Optimization of an FPGA-Based Infrared Dim Small Target Detection Network Under a Sky Cloud Background by Yongbo Cheng, Xuefeng Lai, Yucheng Xia

“…Experimental results indicate that the proposed network structure optimization methods reduce the hardware inference time by 15.78%. …”
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Advanced polynomial Y-function method for precise mobility characterization in 2D FETs by Jeongyun Jang, Yeon Jae Lee, Hayoung Roh, Sungho Kim

“…Abstract Accurate extraction of mobility parameters in two-dimensional (2D) transition metal dichalcogenide (TMD)-based field-effect transistors (FETs) is crucial for evaluating their performance and optimizing device design. Conventional mobility extraction methods such as the field-effect mobility approach suffer from inaccuracies owing to the influence of series resistance and noise amplification. …”
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From immune evasion to broad in silico binding: computational optimization of SARS-CoV-2 RBD-targeting nanobody by Shuyuan Cao, Bo Sun, Feng Gao, Feng Gao, Feng Gao

“…This computational approach expedites the optimization of nanobody binding affinities while minimizing experimental resource requirements. …”
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Effect of multi-refresh-rate method on user experience: sustained attention and inattentional blindness by Jieun Cho, Jeunghwan Choi, Cheongil Kim, Jeong Hyeon Park, Sang Chul Chong

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