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Refined Monitoring of Water Bodies in Built-Up Areas and Analysis and Evaluation of Water Color Characteristics in Complex Urban Backgrounds
Published 2025-01-01“…Additionally, traditional water quality detection methods, relying on laboratory sampling and analysis, are hindered by high costs and long cycles. …”
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663
Direct-to-Consumer Testing: A Game-Changer for STI Control and Public Health? A Critical Review of Advances Since the Onset of the COVID-19 Pandemic
Published 2024-12-01“…At the same time, it fostered optimism about the potential of direct-to-consumer (DTC) self-testing solutions, fueled by remarkable progress in self-sampling practices, rapid testing technologies, and the adaptation of regulatory frameworks. …”
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664
The Adoption of Sustainable Farming Practices by Smallholder Crop Farmers: Micro-Level Evidence from North-Eastern South Africa
Published 2024-12-01“…Thus, this study aimed to evaluate the adoption of SFPs amongst smallholder crop farmers in Mbombela, South Africa. A simple random sampling procedure was employed to collect data from 294 farmers who were solely specializing in crop production. …”
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665
Optimizing PID control for multi-model adaptive high-speed rail platform door systems with an improved metaheuristic approach
Published 2025-08-01“…The IBM-Dy-SGA effectively balances exploration and exploitation through a dynamic multi-swarm mechanism, combined with Latin Hypercube Sampling (LHS) initialization and K-means clustering strategies, thereby enhancing population diversity and convergence efficiency. …”
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666
Decentralized Immunization Monitoring: Lessons Learnt from a Pilot Implementation in Kumbotso LGA, Kano State, Nigeria
Published 2025-06-01“…Methods: This study adopted a cross-sectional design approach using the Behavioural and Social Drivers of Vaccination (BeSD) framework and the Lot Quality Assurance Sampling (LQAS). The study population comprised caregivers of children aged 0–11 months and 12–23 months across the 11 wards in Kumbotso District, Kano State, Nigeria, using a segmentation sampling approach. …”
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Oncogene-Induced Senescence Transcriptomes Signify Premalignant Colorectal Adenomas
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668
Minimum Data Spherical Spiral NF/FF Transformations for Offset-Mounted Elongated AUTs: An Experimental Validation
Published 2025-06-01“…In order to perform the standard NF/far-field transformation (NF/FFT) technique, a non-centered AUT would generally require the collection of a significantly increased amount of voltage data if compared to the onset scenario. This issue is addressed here by using the non-redundant (NR) sampling representations of electromagnetic (EM) fields. …”
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Study on lithology identification using a multi-objective optimization strategy to improve integrated learning models: a case study of the Permian Lucaogou Formation in the Jimusae...
Published 2025-03-01“…Initially, a comprehensive sampling model—Smote-Tomek (ST) is used to introduce new feature information into the dataset while removing redundant features, effectively addressing the issue of data imbalance. …”
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671
Initial evaluation of a state-wide multi-method survey to estimate koala occupancy and abundance
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Efficient estimation method of population mean with non-response and observational error under ORRT models
Published 2025-12-01“…To tackle these issues, we employ optional randomized response technique (ORRT) models under simple random sampling and two-phase sampling. …”
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675
Features of Bearing on Underwater Object Using Phase Information of a Differential Stereo Sensor
Published 2024-06-01“…However, this equipment is sensitive to the sampling rate of the signals, which causes “sampling noise”. …”
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Pilot Implementation of HIV Self-Testing Delivery in Private Pharmacies Combined With a Respondent-Driven Sampling Method to Improve HIV Testing for Men Who Have Sex With Men and T...
Published 2025-06-01“…The recruitment of participants using a respondent-driven sampling method could provide the opportunity to reach MSM and TGW outside the network of CBOs. …”
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Current Trends in Class Imbalance Learning for Software Defect Prediction
Published 2025-01-01“…Hybridization of data-sampling techniques with ensembles is effective to handle the class imbalance issue. …”
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Steel surface defect detection method based on improved YOLOv9
Published 2025-07-01“…To improve the recognition accuracy of small targets, a bidirectional feature pyramid network (BiFPN) is integrated, enabling the model to capture small target features more precisely. Additionally, the DySample upsampling operator is employed to address the issue of detail loss in traditional upsampling methods, enhancing the model’s sensitivity and localization accuracy for small targets. …”
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Research on monthly runoff prediction model considering secondary decomposition of multiple fitness functions and deep learning
Published 2025-12-01“…The issue of high-frequency noise in the decomposed components of runoff sequences and the difficulty in ensuring the rationality of algorithm parameters, this study proposes a monthly runoff prediction model for that considers multiple fitness function optimization. …”
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