СONTACT LOCAL HEATING OF AN ALUMINUM BASE WITH NANOPOROUS ALUMINA BY A LINEAR HEAT SOURCE FOR USE IN THERMOMETRY by N. V. Lushpa, N. T. Dinh

“…On the base of results, it was established that local heating of the sample surface by the contact method using a linear heat source can be used in thermometry to determine the thermal conductivity of solid multicomponent dielectric materials.…”
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Certainty of Linear Interrelation of Technical and Economic Parameters of Power Units of 300 МWt Thermal Power Stations by E. M. Farhadzadeh, A. Z. Muradaliyev, T. K. Rafiyeva, A. A. Rustamova

“…This is a non-random sample from a finite set of multidimensional data. …”
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Comparing Several Missing Data Estimation Methods in Linear Regression;Real Data Example and A Simulation Study by Anwar Fitrianto, Jap Ee Jia, Budi Susetyo, La Ode Abdul Rahman

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Comparative Analysis of Linear and Nonlinear sEMG Methods for Detecting Muscle Fatigue During Dynamic Biceps Curls by Tang Ming, Ling Weay Ang, Sellappan Palaniappan

“…These results indicated that SMR, sample entropy, and DFA are effective in gauging muscle fatigue, with sample entropy and DFA demonstrating heightened sensitivity to the fatigue levels when compared to the linear metrics.…”
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Efficiency Comparison of New Adjusted Nonparametric and Parametric Statistics Interval Estimation Methods in the Simple Linear Regression Model by Saichon Sinsomboonthong, Juthaphorn Sinsomboonthong

“…The optimum-type Theil method was good for medium sample size, while Theil and new adjusted Theil–Sen and Siegel methods were good for small and large sample sizes. …”
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Predicting oil accumulation by fruit image processing and linear models in traditional and super high-density olive cultivars by Giuseppe Montanaro, Antonio Carlomagno, Angelo Petrozza, Francesco Cellini, Ioanna Manolikaki, Georgios Koubouris, Vitale Nuzzo

“…The paper focuses on the seasonal oil accumulation in traditional and super-high density (SHD) olive plantations and its modelling employing image-based linear models. For these purposes, at 7-10-day intervals, fruit samples (cultivar Arbequina, Fasola, Frantoio, Koroneiki, Leccino, Maiatica) were pictured and images segmented to extract the Red (R), Green (G), and Blue (B) mean pixel values which were re-arranged in 35 RGB-derived colorimetric indexes (CIs). …”
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ANATOMIC RATIONALE AND RADIOLOGICAL EXPERIENCE IN USING AN INDIVIDUAL ANATOMICAL LANDMARK DURING LINEAR IMAGING OF THE HUMAN TEMPOROMANDIBULAR JOINT by O. V. Slesarev

“…Targeted linear TMJ imaging in the lateral projection in 176 patients.Results. …”
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A mixed integer linear programming model for fish farming scheduling in different chains and customers demand management by Sajad Moradi

“…In the new proposed formulation, some intermediate stages of the breeding chain that do not affect decisions are ignored, and therefore, the size and complexity of the proposed model reduce without compromising the optimality of the answers.Findings: After implementing the proposed model, using different data samples, it can be seen that this model achieves the optimal solution in a short time, including volume and time of spawning in each breeding chain and different periods, harvesting time, and accepting or rejecting the main demands.Originality/Value: In this paper, the issue of scheduling of fish farming chains and sales management, which there are a few studies in this field, has been studied and a new mixed integer linear programming model is presented. …”
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Identifying Timber Species by Diffuse Reflection Spectra in the Near-Infrared Region Using a Linear Discriminant Analysis by A. N. Khokh, V. B. Zvyagintsev

“…The authors suggest the best ways to correct scattering considering the specific features of the samples under examination. Based on the application of linear discriminant analysis, a method is proposed for the automatic identification of the timber species by diffuse reflection spectra in the near-infrared region, as well as key parameters sufficient for the classification procedure are determined. …”
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Accuracy of attribute estimation in the crossed random effects linear logistic test model: impact of Q-matrix misspecification by Yi-Hsin Chen, Isaac Y. Li, Chunhua Cao, Yan Wang

“…A simulation study is designed to explore the accuracy of attribute parameter estimation in the crossed random effects linear logistic test model (CRELLTM) with the impact of Q-matrix misspecification on attribute parameter estimation using the SAS® GLIMMIX procedure with a scaling constraint on item parameter. …”
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Iodine Consumption and Linear Growth of Children Under Five Years Old in Malabero Coastal Area, Bengkulu City by Demsa Simbolon, Tri Hapsari

“…The population were children aged 2-5 years old with a sample of 73 children. Measurement of linear growth was based on AHZ index using microtoice with capacity of 200 cm and accuracy of 0.1 cm. …”
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COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data by Qiong Wu, Jenna M. Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong, Dazheng Zhang, Thomas Lumley, Milou T. Brand, Mui Van Zandt, Thomas Falconer, Xing He, Yu Huang, Haoyang Li, Chao Yan, Guojun Tang, Andrew E. Williams, Fei Wang, Jiang Bian, Bradley Malin, George Hripcsak, Martijn J. Schuemie, Yun Lu, Steve Drew, Jiayu Zhou, David A. Asch, Yong Chen

“…We introduce the Collaborative One-shot Lossless Algorithm for Generalized Linear Models (COLA-GLM), a novel federated learning algorithm that supports diverse outcome types via generalized linear models and achieves results identical to a pooled patient-level data analysis (lossless) with only a single round of aggregated data exchange (one-shot). …”
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Multi-Objective Linear Programming for Optimizing a Local Energy Community DC Microgrid System and Business Model by Joseph Aristotle de Leon, Raymond R. Tan, Robert Kerwin Billones

“…The optimization model was applied to a sample case study involving a community in the Philippines. …”
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Exploring the non-linear association of daily cigarette consumption behavior and food security- An application of CMP GAM regression. by Shafeel Umam, Rubaiya Binte Razzak, Munniara Yesmin Munni, Azizur Rahman

“…It introduces a novel statistical approach-the COM-Poisson Generalized Additive Model (CMP-GAM)-to capture the non-linear dynamics between these variables.<h4>Results</h4>The CMP-GAM model was applied to a sample of 819 adults, controlling for key variables like age, body mass index (BMI), and mental health conditions (anxiety and depression severity). …”
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Sex Determination Using Linear Anthropometric Measurements Relative to the Mandibular Reference Plane on CBCT 3D Images by Nikolaos Christoloukas, Anastasia Mitsea, Leda Kovatsi, Christos Angelopoulos

“…Records were categorized by sex and age. Five linear measurements were traced on 3D reconstructions using ViewBox 4 software: projections of the inferior points of the right and left mental and mandibular foramina and the linear distance between mental foramina projections. …”
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Non-Linear Synthetic Time Series Generation for Electroencephalogram Data Using Long Short-Term Memory Models by Bakr Rashid Alqaysi, Manuel Rosa-Zurera, Ali Abdulameer Aldujaili

“…This paper deals with the generation of synthetic EEG signals using deep learning-based models, to be used in future research for training Parkinson’s disease detection systems. <b>Methods:</b> Linear models, such as AR, MA, and ARMA, are often inadequate due to the inherent non-linearity of time series. …”
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Effect of spacer length between N atoms of linear alkyl triamines on adsorption of anionic platinum(IV) ions by Fatih Bilgin, Mustafa Imamoglu

“…In this study, the effect of carbon chain length between N atoms in linear alkyl triamines on the adsorption of anionic platinum ions was studied. …”
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Evaluation of the combination of Linear Alkylbezene Sulfonate (LAS) with emerging pollutants: an approach to aquatic ecotoxicity and Electron Beam treatment by Vanessa Silva Granadeiro Garcia, Flávio kiyoshi Tominaga, Nathalia Fonseca Boiani, Anselmo Feher, Sueli Ivone Borrely

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Differences in linear and angular measurement of the lower facial third in lateral cephalometry and lateral photometry: A comparative study by Nani Sesqui, Mochamad Fahlevi Rizal, Margaretha Suharsini

“…Three parameters focusing on the lower third craniofacial measurement were investigated: two linear parameters (mandibular ramus length and mandibular length) and one angular parameter (gonial angle). …”
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Spectrophotometric and cloud point extraction methods to detect Quercetin Dihydrate in supplement formulations and urine samples by Sadeem Subhi Abed, Mayasa Mansour Mohammed

“…Spectrophotometric analysis was conducted before and after extraction to assess the sensitivity and linearity of the method. The method was validated using spiked urine samples and pharmaceutical formulations of QRC, with recovery rates, limits of detection (LOD), and linearity evaluated to ensure accuracy and precision. …”
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