Thermoelectric properties of the multi-dot quantum transport model by Tika Ram Bhandari, Hari Timsina, Chiranjibi Dhakal, Narayan Prasad Adhikari

“…Using the scattering approach within the linear response framework, we analyze transmission functions, thermoelectric properties, and TUR. …”
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Modelling of Water Quality: An Application to a Water Treatment Process by Petri Juntunen, Mika Liukkonen, Marja Pelo, Markku J. Lehtola, Yrjö Hiltunen

“…The modelling of water treatment processes is challenging because of its complexity, nonlinearity, and numerous contributory variables, but it is of particular importance since water of low quality causes health-related and economic problems which have a considerable impact on people’s daily lives. Linear and nonlinear modelling methods are used here to model residual aluminium and turbidity in treated water, using both laboratory and process data as input variables. …”
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A Novel Way of Standardization of ICG Lymphangiography Reporting by Ashok Basur Chandrappa, Ritu Batth, Srikanth Vasudevan, Anantheswar Yellambalase N., Dinkar Sreekumar

“…Background Indocyanine green (ICG) lymphangiography is being increasingly employed to assess the severity of lymphedema, locate the areas of patent linear lymphatics and dermal backflow and plan treatment. …”
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Integral planning – potentials and challenges for the construction of timber buildings. A teaching example by Martin Schachenhofer, Martin Aichholzer, Aida Santana-Sosa

“…By involving all the disciplines and stakeholders at an early stage it is possible to achieve better solutions than in a linear planning process in which one designer directs the specifications to the respective specialist planners, who then add the corresponding engineering services. …”
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Testing the Utility of a Data-Driven Approach for Assessing BMI from Face Images. by Karin Wolffhechel, Amanda C Hahn, Hanne Jarmer, Claire I Fisher, Benedict C Jones, Lisa M DeBruine

“…Models based on 2D shape-only PCs, color-only PCs, and 2D shape and color PCs combined each performed significantly and substantially better than models based on one or more of the previously studied facial proportions. A non-linear PC model considering both 2D shape and color PCs was the best predictor of BMI. …”
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Examination of lipophilicity and toxicity of azo dyes derivatives by Suzana Apostolov, Đenđi Vaštag, Borko Matijević, Gorana Mrđan

“…Relationship between lipophilicity chromatographic parameters (RM0 and m) and values of partition coefficient, log P, as standard measure of lipophilicity was established applying linear regression analysis. Also, relationship between chromatographic parameters (RM0 and m) and computational values of effective concentration, EC50, as a measure of acute toxicity of investigated derivatives for different test organisms was studied. …”
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Integrating robust feature selection with deep learning for ultra-high-dimensional survival analysis in renal cell carcinoma by Shaymaa Mohammed Ahmed, Majid Khan Majahar Ali, Raja Aqib Shamim

“… The research method applies robust feature selection approaches to ultra-high-dimensional survival data records from Renal Cell Carcinoma patients through deep learning methodologies. The linear methods LASSO and Elastic Net encounter failure when processing data because they face simultaneous multicollinearity issues in addition to overfitting effects and produce marginal survival outcome variability prediction at 54%. …”
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The Influence of Professionalism, Organizational Culture, Internal Control, and Commitment on Employee Performance at Baki Health Center, Sukoharjo Regency by Edy Supriyanto, Istiatin Istiatin, Bambang Mursito

“…The data analysis technique uses the Multiple Linear Analysis method. The research results show that professionalism, organizational culture, internal control, and organizational commitment positively and significantly affect performance. …”
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Progressive First-Failure Censoring in Reliability Analysis: Inference for a New Weibull–Pareto Distribution by Rashad M. EL-Sagheer, Mahmoud M. Ramadan

“…Bayesian estimators are developed under squared error, linear exponential, and general entropy loss functions, assuming independent gamma priors. …”
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A novel treatment of solute drag and solute trapping at a solid–liquid interface during rapid solidification of multicomponent alloys by Qiang Du

“…While the treatment is still built on irreversible thermodynamics and linear kinetic law, its novelty lies in breaking up the classical trans‐interface diffusional flux into two separate fluxes one is the transferred‐back flux with its ending point at the interface and the other is the bumping‐back flux with its starting point at the interface. …”
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Um percurso entre imagens e narrativas: reflexões metodológicas desde pesquisas em periferias urbanas by Leandro Rogério Pinheiro

“…Procura-se, então, ponderar as resultantes das incursões desde as repercussões do efeito de verossimilhança e das deferências associadas ao fotográfico e a artefatos próximos; bem como desde o contraste de narrativas que, a diferença de narrações de intenção linear, eram instigados pelos ícones interpretados nas imagens. …”
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Determinants of the Profitability of Savings Banks in the US and the Moderating Effect of the Pandemic Crisis by Marco Amaral

“…To obtain the results, a panel data analysis model was used, combining cross-section data (banks) and time-series data (years), and a strongly balanced panel was obtained. Four multiple linear regression models were then used and it was possible to identify liquidity and solvency as the main positive factors in bank profitability. …”
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Fine-Grained Length Controllable Video Captioning With Ordinal Embeddings by Tomoya Nitta, Takumi Fukuzawa, Toru Tamaki

“…A traditional embedding method is linear, using a one-hot vector and an embedding matrix. …”
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The relationship between educational attainment, lifestyle, self-rated health, and depressive symptoms among Chinese adults: a longitudinal survey from 2012 to 2020 by Xinyan Xiong, Rita Xiaochen Hu, Wenyuan Ning

“…We used China Family Panel Studies data from 2012 to 2020. Multiple linear regression models were used to explore the relationship between educational attainment and self-rated health and depressive symptoms, where multidimensional lifestyle (sleep time, exercise time, overtime time, leisure time, housework time, and protein intake) was the mediator variable of the above relationship, and the causal step method was used to test the mediating effect. …”
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THE RELATIONSHIP BETWEEN RETURN ON EQUITY, CURRENT RATIO, AND DEBT TO EQUITY RATIO ON STOCK PRICE WITH PRICE EARNING RATIO AS A MODERATING VARIABLE IN TELECOMMUNICATION SUB-SECTOR... by Devano Alfa Rizky, Dhea Amelia, Erwin Budianto

“…The data was analyzed quantitatively using a variety of approaches in SPSS 23, including multiple linear regression and moderation regression analysis. …”
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Transient Horizontal Response of a Pipe Pile in Saturated Soil with a Flexible Support at the Pile Head by Ao Su, Min Zhang, Wei Shang, Qiqi Wang

“…This study examines the horizontal transient response of pipe piles in saturated soil, assuming a two-stage equivalent linear relationship between the bending moment and the rotation at the pile head. …”
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Building European Cities, Shaping Economies: The Roles of Infrastructure and Demographics in Urban Economic Performance (2017–2022) by Evgenia Anastasiou, Dimitrios Karkanis, Stavros Kalogiannidis, George Konteos

“…We have employed empirical research to unravel the phenomena among these domains by employing a comprehensive dataset comprising gross value added (GVA), compensation of employees, gross fixed capital formation, environmental taxes, trade, employment, and time series data for demographic cohort transitions. Through a linear regression analysis, we uncovered strong positive associations between gross fixed capital formation and GVA and employment per capita, highlighting the critical role of infrastructure in driving urban economic growth. …”
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Cross-Domain Approach for Automated Thyroid Classification Using Diff-Quick Images by Thanh-Ha Do, Huy Le, Minh-Huong Hoang Dang, Van-De Nguyen, Phuc Do

“…Thus, in this paper, we also research and evaluate the performance of different interpolation methods, including linear and cubic interpolation. The experiment results evaluated on a private dataset present promising results in the thyroid image classification of the proposed approach.…”
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Hydrogen-Rich Gas Production by Cogasification of Coal and Biomass in an Intermittent Fluidized Bed by Li-Qun Wang, Zhao-Sheng Chen

“…At a typical case, the relative linear sensitivity coefficients of H2 production efficiency to T, SBMR, and BCMR were calculated. …”
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The Effects of Speed and Flow Characteristics on Crash Rates for Wasit Multi-lane Highways in Iraq by Amjad H. Albayati, Zahraa A. Ramadan

“…The selection includes Kut – Suwera with five segments, Kut – ShekhSaad with three segments, and Kut – Hay with two segments multilane divided highways. Multiple linear regression analysis is applied to the data by using SPSS software to attain the relationships between the dependent variables and the independent variables in order to identify elements that are strongly correlated with crashes rates and severity. …”
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