Dual-Stage Clean-Sample Selection for Incremental Noisy Label Learning by Jianyang Li, Xin Ma, Yonghong Shi

“…To address this critical gap, this paper presents a dual-stage clean-sample selection method for Incremental Noisy Label Learning (DSCNL). …”
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Large errors in soil carbon measurements attributed to inconsistent sample processing by R. J. Even, M. B. Machmuller, M. B. Machmuller, J. M. Lavallee, J. M. Lavallee, T. J. Zelikova, T. J. Zelikova, M. F. Cotrufo, M. F. Cotrufo

“…<p>To build confidence in the efficacy of soil carbon (C) crediting programs, precise quantification of soil organic carbon (SOC) is critical. Detecting a true change in SOC after a management shift has occurred, specifically in agricultural lands, is difficult as it requires robust soil sampling and soil processing procedures. …”
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Efficient Sampling Schemes for 3D Imaging of Radar Target Scattering Based on Synchronized Linear Scanning and Rotational Motion by Changyu Lou, Jingcheng Zhao, Xingli Wu, Yuchen Zhang, Zongkai Yang, Jiahui Li, Jungang Miao

“…Traditional cylindrical scanning generally utilizes highly sampled full-coverage techniques, leading to an excessive quantity of sampling points and diminished image efficiency, constraining its use for quick detection applications. …”
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Power Harmonic Analysis via Neural Network and Quasi-synchronous Sampling Method by PENG Daming, XIAO Shenping, ZHOU Huanxi

“…In the case of asynchronous sampling, the iteration number of the algorithm is more than 10 times, the relative error accuracy of amplitude detection can reach 1×10-10%, and the relative error accuracy of phasor detection can reach 1×10-8%. …”
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Adaptive sampling method for network traffic security monitoring based on queuing theory by Maciej Sosnowski, Piotr Wiśniewski

“…These systems often perform sophisticated deep packet inspection (DPI) for anomaly detection, denial-of-service attacks detection and mitigation, intrusion detection and prevention, etc. …”
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Optimizing Swine Oral Fluid Sampling Procedures for Growing Pigs in Commercial Settings by Grzegorz Tarasiuk, Marta D. Remmenga, Kathleen C. O’Hara, Marian K. Talbert, Sarah Mielke, Marisa L. Rotolo, Pam Zaabel, Danyang Zhang, Jeffrey J. Zimmerman

“…Pen-based oral fluids are used extensively for surveillance and disease detection in swine, but there is sparse information on the sampling process itself. …”
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Interrupted Sampling Repeater Jamming Recognition Method Based on Wavelet Packet Transform by Zhong Qi, Fan Shoutao, He Zhiyi, Liu Jianxin

“…The radar jammers operating in an interrupted sampling repeater jamming (ISRJ) mode can intercept transmitted signal, modulate the intercepted signal slices, and retransmit them back to the radar receiver to create coherent interference. …”
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Robust STAP with coprime sampling structure based on optimal singular value thresholding by Mingxin Liu, Mingfu Li, Hui Li, Yan Cheng

“…To address this issue, the STAP with the coprime sampling structure based on optimal singular value thresholding is proposed. …”
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Vertical textile microfluidics: advancing on-garment sweat sampling for real-time biosensing by Marina Galliani, Esma Ismailova, Pooya Azizian, Anatolii Makhinia, Joan M. Cabot

“…Their vertical stacking reduces device footprint and required sample volume, and facilitates on-body fluid collection, storage, and transport. …”
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Experimental Assessment of Linear Sampling and Factorization Methods for Microwave Imaging of Concealed Targets by M. N. Akıncı, T. Çağlayan, S. Özgür, U. Alkaşı, M. Abbak, M. Çayören

“…Accuracy and stability of the obtained results show that both the linear sampling and the factorization methods can be quite useful for various buried obstacle imaging problems.…”
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A new airtight sampling method for sulfur hexafluoride (SF6) in groundwater by Raka Sunderland, Dan Larsen, Scott Schoefernacker, Deborah Leslie

“…It is suspected that transformers in proximity to wells leak SF6 which subsequently partitions into the samples obtained using traditional air-sensitive and non-airtight methods, thus creating erratic SF6 results. • Comparative analyses of a new airtight method with traditional methods were performed and returned lower SF6 concentrations with the new 2022 airtight method. • The new airtight method shows reproducible low-level detection of SF6 concentrations and may reduce sampling error in production wells in urban areas that are co-located with transformers which are SF6-emitting sources.…”
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An improved height sampling approach used for global urban building height mapping by Tingting He, Yihua Hu, Fashuai Li, Yuwei Chen, Maoxin Zhang, Qiming Zheng, Baiyu Dong, He Ren

“…Both datasets are open-access, providing a more comprehensive and representative sample base for model construction. To address temporal discrepancies between these two data, continuous change detection and classification (CCDC) algorithm was employed to remove invalid height samples. …”
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Rapid diagnosis of Mycoplasma pneumoniae and prediction of antibiotic resistance by nanopore adaptive sampling by Yunke Sun, Xiaonan Li, Jiale He, Lingguo Zhao, Qingliang Chen, Lei Lei, Jun Chen, Lin Zhong, Guobao Li, Yu Xia, Yanmin Bao, Yingdan Zhang, Liang Yang

“…Methods This study used NAS technology to rapidly and directly detect Mycoplasma pneumoniae infection in bronchoalveolar lavage fluid samples from 28 pediatric patients at Shenzhen Children's Hospital. …”
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222Rn Determination in Water and Brine Samples Us-ing Liquid Scintillation Spectrometry by Thiago César Oliveira, Roberto Pellacani Guedes Monteiro, Rubens Martins Moreira, Arno Heeren de Oliveira

“…Limit of detection of 0.08 and 0.06 Bq l−1 were obtained for water samples using a sample:cocktail ratio of 10:12 mL for Ultima Gold AB and Optiscint cocktails, respectively. …”
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Investigation of the dengue arbovirus in the cities of Bushehr Province through human blood sampling by Ebrahim Abbasi, Mohammad Djaefar Moemenbellah-Fard, Hamzeh Alipour, Shahyad Azari-Hamidian, Amirhossein Darabi, Kourosh Azizi, Mohammad Darvishi

“…Researchers conducted a study across ten cities in Bushehr, collecting blood samples from 180 participants to detect dengue-specific antibodies through ELISA testing. …”
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Sampling Techniques Affect Mayfly Nymph Community Indices and May Bias Bioassessments by Zohar Yanai, Netta Dorchin

“…Mayfly nymphs are reliable indicators of aquatic habitat quality, and whilst their presence and relative abundance are often used in bioassessment schemes, it is important to recognise that these attributes are affected by the sampling method employed. To test these effects, we sampled stream habitats for mayflies using two commonly used techniques in a standardised setup: aquatic sweep nets and manual collection from stones. …”
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Innovative MOF-enhanced electroanalytical approach for sensitive sunitinib malate detection in renal carcinoma patients using CuO/lanthanum MOF-modified carbon paste electrode by Azza H. Rageh, Mohamed I. Said, Asmaa Abdeltawab, Fatma A.M. Abdel-aal

“…The main aim of this work is to develop a highly sensitive, selective, and cost-effective electrochemical sensor for detecting sunitinib malate (SUN) in serum samples collected from renal cancer patients. …”
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Respondent driven sampling: determinants of recruitment and a method to improve point estimation. by Nicky McCreesh, Andrew Copas, Janet Seeley, Lisa G Johnston, Pam Sonnenberg, Richard J Hayes, Simon D W Frost, Richard G White

“…We explore if biases detected in an RDS study were due to either of these mechanisms, and propose and apply weights to reduce bias due to non-random presentation for interview.…”
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Exploring Mosquito Excreta as an Alternative Sample Type for Improving Arbovirus Surveillance in Australia by Tess R. Malcolm, Melissa J. Klein, Karolina Petkovic, Ina Smith, Kim R. Blasdell

“…In this study, we investigated the feasibility of <i>Aedes aegypti</i> excreta as a sample type in the detection of Dengue virus serotype 2 (DENV2). …”
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Ultrasensitive Bead-Based Immunoassay for Real-Time Continuous Sample Flow Analysis by Yuri M. Shlyapnikov, Elena A. Shlyapnikova

“…Its performance is demonstrated by simultaneous detection of model pathogen biomarkers, cholera toxin (CT) and staphylococcal enterotoxin B (SEB), with a detection limit of 0.1 fM and response time of under 10 min. …”
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