Simultaneous determination of 9 succinate dehydrogenase inhibitor compounds in vegetables by QuEChERS combined with gas chromatography-tandem mass spectrometry by LIU Jun, LUO Xianyong, CAO Qiaofeng, LI Jilong, ZHANG Bo, CEN Jianbin, LI Shan

“…The results showed that 9 SDHIs showed good linear relationships within their respective concentration ranges. …”
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Health Diagnosis of Roadheader Based on Reference Manifold Learning and Improved K-Means by Xiaodong Ji, Yang Yang, Yuanyuan Qu, Hai Jiang, Miao Wu

“…The safe and stable operation of roadheader is of great significance to the efficient and rapid production of a coal mine. Health diagnosis based on vibration signals has been studied in bearings and motors. …”
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Assessing diagnosis-related groups based direct medical expenditures of chronic disease patients in general hospital of lower southern Thailand by Akemat Wongpairin, Apiradee Lim, Phattrawan Tongkumchum, Wichayaporn Thongpeth, Haris Khurram

“…Correlation was used to analyze the strength of the relationship. A log-linear regression model was used to evaluate the adjusted mean cost using determinants of DRG. …”
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Non-invasive volumetric analysis of asymptomatic hands using a 3-D scanner. by Hiroki Shinkai, Michiro Yamamoto, Masahiro Tatebe, Katsuyuki Iwatsuki, Shigeru Kurimoto, Hitoshi Hirata

“…Statistical analyses were performed using linear regression to investigate the relationship between the hand volume and these parameters. …”
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Lithology Identification of Buried Hill Reservoirs Based on Support Vector Machine by GAO Yongde, WU Jinbo, SUN Dianqiang

“…Using this approach, an efficient lithology identification model is established and applied to the lithology identification task of seven wells in the HZ area. …”
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Certified Robustness of Antenna Selecting Neural Networks for Massive MIMO Wireless Communications by Jaekwon Kim, Hyo-Sang Lim, Kwanghoon Choi

“…We mathematically define robustness for antenna-selection networks and apply state-of-the-art linear relaxation-based perturbation analysis. Our findings show that pruned networks, beyond being more efficient, also exhibit superior certified robustness compared to their unpruned counterparts. …”
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Extracting Behaviorally Relevant Traits from Natural Stimuli: Benefits of Combinatorial Representations at the Accessory Olfactory Bulb. by Anat Kahan, Yoram Ben-Shaul

“…Furthermore, we show that some traits are more efficiently detected than others, and that particular secretions may be optimized for conveying information about specific traits. …”
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Airborne Laser Scanning for Corridor Mapping: Georeferencing with Tightly-coupled Multi-view LiDAR by F. Pöppl, A. Spitzer, A. Ullrich, N. Pfeifer

“…Airborne laser scanning enables efficient acquisition of 3D point clouds, particularly in corridor mapping applications. …”
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TFTformer: A novel transformer based model for short-term load forecasting by Ahmad Ahmad, Xun Xiao, Huadong Mo, Daoyi Dong

“…Electrical load forecasting is essential for the efficient operation and planning of power systems. …”
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Optimizing group utility in itinerary planning: a strategic and crowd-aware approach by Junhua Liu, Aldy Gunawan, Kristin L. Wood, Kwan Hui Lim

“…SCAIR models itinerary recommendation as a Markov Decision Process (MDP) and incorporates a novel State Encoding mechanism that facilitates real-time, efficient itinerary planning and resource allocation in linear time. …”
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Comparative analysis of three key atmospheric correction techniques for bathymetric mapping in nearshore areas with Sentinel-2 Data - case study: Kish Island, Persian Gulf by Keivan Kabiri

“…Field measurements at 932 points around the island were used to train and test the performance of the AC methods. An integrated linear and ratio transformation model, utilizing green and blue bands of Sentinel-2, was applied to derive depth values. …”
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An Evaluation Scheme Driven by Science and Technological Innovation—A Study on the Coupling and Coordination of the Agricultural Science and Technology Innovation-Economy-Ecology C... by Chunlin Xiong, Yilin Zhang, Weijie Wang

“…The study draws the following conclusions: Firstly, the comprehensive development level index of the agricultural science and technology innovation system shows an overall linear upward trend (values range from 0.121 to 0.382). …”
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Universal Modeling for Non-Destructive Testing of Soluble Solids Content in Multi-Variety Blueberries Based on Hyperspectral Imaging Technology by Lingqi Meng, Guoliang Chen, Dayang Liu, Ning Tian

“…The characteristic wavelengths were optimized in stages by uninformative variables elimination (UVE) and the successive projections algorithm (SPA), and the model was simplified by multiple linear regression (MLR). Finally, a high-precision UVE-PLSR model and a simple and efficient UVE-SPA-MLR hybrid model were obtained. …”
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A Temperature Sensing Demodulation System based on Weak Reflection Fiber Bragg Grating by CHENG Jiahui, FU Haiwei, CHEN Miao, LI Gen, XIAO Jiayue

“…The aim is to improve the sensitivity and linearity of temperature sensing, while ensuring the stability and repeatability of the system.…”
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Multimodal Particulate Matter Prediction: Enabling Scalable and High-Precision Air Quality Monitoring Using Mobile Devices and Deep Learning Models by Hirokazu Madokoro, Stephanie Nix

“…We first developed a baseline through comparative analysis of time-series models for 1D PM signal prediction, finding that linear models, particularly NLinear, outperformed complex transformer architectures for short-term forecasting tasks. …”
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Flexural Behavior and Design Calculation Method of Joints With Bar Details Connecting T-Shaped Beam by Zhengxing Chen, Jianbo Mao, Linhai Zhang

“…To design the bar connection details of joints more scientifically and address the variability of joint sizes in actual construction, this paper examined the force transmission mechanisms of linear bar, hooped-bar, and headed-bar joints. In doing so, it aimed to ensure the efficient completion of the project, while enhancing the bearing capacity and ductility of T-shaped beams. …”
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Joint Chance-Constrained Economic Dispatch Involving Joint Optimization of Frequency-Related Inverter Control and Regulation Reserve Allocation by Ye Tian, Zhengshuo Li, Wenchuan Wu, Miao Fan

“…Additionally, since the traditional sample average approximation (SAA) method imposes a huge computational burden, a novel mix-SAA (MSAA) method is proposed to transform the original intractable model into a linear model that can be efficiently solved via commercial solvers. …”
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Development of Novel Soil Salinity Spectral Index Using Remotely Sensed Data: A Case Study on Balod District, Chhattisgarh, India by Deshpande Vaibhav Prakashrao, Ahmad Ishtiyaq, Singh Chandan Kumar

“…Conventional approaches to evaluate soil salinity are laborious and expensive, which need efficient approaches such as geospatial. Geospatial approaches have led to the development of several indices for soil salinity estimation. …”
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An Effective Feature Extraction Method for Tomato Leafminer - Tuta Absoluta (Meyrick) (Lepidoptera: Gelechiidae) Classification by Tahsin Uygun, Serhat Kiliçarslan, Cemil Közkurt, Mehmet Metin Ozguven

“…This study aims to develop an accurate and efficient method to detect damage caused by the tomato leaf miner, Tuta absoluta, on tomato leaves. …”
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Predictive modelling of hexagonal boron nitride nanosheets yield through machine and deep learning: An ultrasonic exfoliation parametric evaluation by Jerrin Joy Varughese, Sreekanth M․S․

“…A systematic and comprehensive approach for efficiently exfoliating bulk hBN into hexagonal boron nitride nanosheets (hBNNs) via ultrasonication-assisted liquid-phase exfoliation (UALPE) is presented in this investigation. …”
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