Detection of asbestos-based cement rooftops in conflict-affected settings using EnMAP hyperspectral data: a research article by Jonti Evan Shepherd, Elad Sagi, Gal Zagron, Eyal Ben-Dor

“…Leveraging EnMAP Level 2A hyperspectral imagery (17 May 2024), we applied MNF noise reduction, precise co-registration, and cloud/shadow masking before executing eight supervised classifiers; Linear Spectral Unmixing, Support Vector Machine, Spectral Angle Mapper, Adaptive Coherence Estimator, Mahalanobis Distance, Maximum Likelihood, Spectral Information Divergence, and Matched Filtering, in an iterative filtering cascade. …”
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The WBC/HDL ratio outperforms other lipid profiles in predicting mortality among ischemic stroke patients: a retrospective cohort study using MIMIC-IV data by Li Zou, Dong Sun, Lei Zhang, Yu Xie, Renwei Zhang, Huagang Li, Bitang Dan, Yumin Liu, Bin Mei

“…Restricted cubic spline analysis demonstrated a linear relationship between the WBC/HDL ratio and mortality risk, while Kaplan–Meier analyses indicated significantly poorer survival outcomes for patients with higher WBC/HDL ratios.InterpretationThe WBC/HDL ratio is a superior prognostic marker for mortality in ischemic stroke patients admitted to the ICU, outperforming traditional lipid profiles. …”
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BGIR: A Low-Illumination Remote Sensing Image Restoration Algorithm with ZYNQ-Based Implementation by Zhihao Guo, Liangliang Zheng, Wei Xu

“…The image is then adjusted using the gamma correction algorithm to make preliminary adjustments to the brightness and contrast of the whole image, and the S component is processed using segmented linear enhancement to obtain the base layer. The algorithm is also deployed to ZYNQ using ARM + FPGA software synergy, reasonably allocating each algorithm module and accelerating the algorithm by using a lookup table and constructing a pipeline. …”
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Gene Profiling of Aortic Valve Interstitial Cells under Elevated Pressure Conditions: Modulation of Inflammatory Gene Networks by James N. Warnock, Bindu Nanduri, Carol A. Pregonero Gamez, Juliet Tang, Daniel Koback, William M. Muir, Shane C. Burgess

“…Porcine aortic valve leaflets were exposed to cyclic pressures of 80 or 120 mmHg, corresponding to diastolic transvalvular pressure in normal and hypertensive conditions, respectively. Linear, two-cycle amplification of total RNA, followed by microarray was performed for transcriptome analysis (with qRT-PCR validation). …”
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Bifurcation of Lane Change and Control on Highway for Tractor-Semitrailer under Rainy Weather by Tao Peng, Zhiwei Guan, Ronghui Zhang, Jinsong Dong, Kening Li, Hongguo Xu

“…Furthermore, based on feedback linearization theory, taking the tractor yaw rate and joint angle as control objects, a feedback linearization controller combined with AFS and DYC was established. …”
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National Economic Development Status May Affect the Association between Central Adiposity and Cognition in Older Adults. by Asri Maharani, Gindo Tampubolon

“…<h4>Methods</h4>We used linear regression models to analyse these associations and multiple imputation to manage missing data. …”
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Quantification of the effects of aging on cardinal temperatures of Echinops seed germination using nonlinear models (Echinops spp) by Tayebeh Alsadat Cheraghi Takht Choobi, Seyed Amir Moosavi, Ahmad zare, Ahmad KoochekZade, ghasem parmoon

“…Estimation of different non-linear models on germination rate also showed that among the evaluated models, the better toothed model was the model for germination of sugarcane seeds at different levels of decay. …”
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Determination of Epimedin B in Rat Plasma and Tissue by LC-MS/MS: Application in Pharmacokinetic and Tissue Distribution Studies by Qianru Feng, Shunjun Xu, Jiejing Yu, Shuai Sun, Liu Yang

“…The calibration curve of epimedin B was linear over the concentration range from 1 to 500 ng/mL in plasma and tissue homogenate. …”
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Developing Society Integrity and Cultural Code by Means of Social and Cultural Activity as Factor of Ensuring National Security by N. S. Bezuglaya

“…The research showed that non-linear interaction of such tensors, as sustainable development, corporate social responsibility, national security, digitalization, technologization of society can seriously affect the processes of diffusion of society integrity, destruction of its cultural code and sovereignty of state as it is. …”
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Autistic traits in women with primary dysmenorrhea: a case&amp;ndash;control study by Toy H, Herguner A, Simsek S, Herguner S

“…Spearman analysis revealed that AQ &amp;ndash; Total and AQ &amp;ndash; Attention Switching scores were correlated with VAS. According to the linear regression analysis, VAS was predicted only by AQ &amp;ndash; Attention Switching subscale. …”
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Challenges in personal and clinical dosimetry using Li2B4O7 and MgB4O7 as TLD and OSLD by Leo Sousa Santiago de Oliveira, Luiza Freire de Souza, Gabriela Guimarães Donald, Malu Fernandes Serra D’Emidio, Andréa de Lima Ferreira Novais, Divanízia Souza

“…In this work, the dosimetric properties of Li2B4O7 and MgB4O7 compounds were evaluated based on their response to the applied stimulus, whether thermal or optical. The linear dose response range of the luminescent signal, its fading, the lowest detectable dose, and reproducibility are important parameters in determining a good dosimeter for clinical and personal dosimetry. …”
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RELATIONSHIP BETWEEN THE INTENSITY OF SOCIAL MEDIA USAGE WITH SLEEP QUALITY by Rizki Alfarizi, Titis Hadiati, Hang G. Asikin, Widodo Sarjana

“…There was a significant relationship between SONTUS scores and PSQI global scores on respondents with the result of p = 0.02 (p <0.05) which indicates that there was a significant linear relationship. Likewise, the relationship between SONTUS scores and gender with the result of p = 0.03 (p <0.05) which also indicates a significant relationship between the two. …”
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Investigating banks’ social media content and consumer reactions with machine learning by Gombos Nóra, Julianna, Vlaszov Artúr, Bíró-Szigeti Szilvia, Molontay Roland

“…Design/methodology/approach: – Text and image analysis of the Twitter accounts available to the public was performed using different natural language processing methods (topic analysis, sentiment analysis), computer vision techniques (object detection, optical character recognition, image captioning), and statistical and machine learning models (linear and logistic regression, Catboost). The research investigates how certain brand identity elements (e.g. words, colours, visual elements, symbols) in retail banks' Twitter posts trigger consumer reactions (likes). …”
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Integrating recursive feature selection with automated machine learning framework for global wheat price prediction by Prity Kumari, N. Harshith, Athula Ginige

“…Based on test set performance, top five performing models i.e. Bayesian Ridge, Linear Regression, Least Angle Regression (Lars), Least Angle Regression with Cross-Validation (LarsCV) and Least Absolute Shrinkage and Selection Operator Least Angle Regression with Cross-Validation (Lasso Lars CV), were selected and further assessed across four train-test splits (80:20, 75:25, 70:30 and 65:35). …”
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Choice history biases in dyadic decision making by Ann Huang, Mathis Pink, Viktoria Zemliak, Artur Czeszumski, Peter König

“…We then use a statistical modeling approach to fit generalized linear models to the choice data in a series of steps and arrive at a model that best fits the observed data. …”
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Rancang Bangun Aplikasi Penjualan Ayam Geprek R3 Berbasis Web dengan Metode Waterfall by Ahmad Baihaki Hakim, Fauzan Hermawan, Muhammad Muhammad, Rifky Firmansyarif

“…Metode waterfall dipilih karena sifatnya yang terstruktur dan linear, yang sesuai dengan kebutuhan pengembangan aplikasi ini. …”
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Multidimensional Investigation of the Effect of Pre-treatment Solutions on Drying Characteristics and Raisin Quality by Cuneyt Uyak, Şahin Yılmaz

“…Then, two grape varieties, 13 pre-treatment solutions, and the four principal components were analyzed by non-linear principal component analysis (NLPCA). In addition, a cluster analysis was performed to determine the prominent pre-treatment solutions in terms of drying characteristics and raisin quality. …”
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High-dimensional anticounterfeiting nanodiamonds authenticated with deep metric learning by Lingzhi Wang, Xin Yu, Tongtong Zhang, Yong Hou, Dangyuan Lei, Xiaojuan Qi, Zhiqin Chu

“…Herein, we employ the linear polarization modulation of randomly distributed fluorescent nanodiamonds to demonstrate, for the first time, three-dimensional encoding for diamond-based labels. …”
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A Validated RP-HPLC Method for Simultaneous Determination of Cefixime and Clavulanic Acid Powder in Pediatric Oral Suspension by Utsav Nepal, Vijay Kumar Panthi, Namindra Prasad Chaudhary, Samip Chaudhary

“…The calibration curve was found to be linear between the concentration ranges of 0.024–0.036 mg/mL and 0.032–0.048 mg/mL for CFX and CVA, respectively. …”
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Correlation between iron accumulation and sarcopenia in middle-aged and elderly populations by Mahamane Rahoufou Tounaoua, Honggu Chen, Zakari Shaibu, Zhao Guo-yang

“…Conclusion Serum ferritin levels may be an independent risk factor for sarcopenia in the healthy elderly population. Additionally, a non-linear relationship between ferritin levels and the risk of sarcopenia was revealed. …”
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