Optimized Hybrid Resource Allocation in Wireless Cellular Networks with and without Channel Reassignment by Xin Wu, Arunita Jaekel, Ataul Bari, Alioune Ngom

“…In this paper, we present two efficient integer linear programming (ILP) formulations, for optimally allocating a channel (from a pool of available channels) to an incoming call such that both “hard” and “soft” constraints are satisfied. …”
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Hubungan Jamuan Makan dan Beban Simbolik Pada Ibadah Rumah by Agrilivita Doloy, Edison Frans, Juan Erwin Pohan

“…Teknik pengumpulan data dilakukan melalui kuesioner skala Likert, dan dianalisis dengan regresi linear sederhana serta uji moderasi menggunakan SPSS. …”
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Functional Diversity of Wintering Waterbird Enhanced by Restored Wetland in the Lakeshore of Chaohu Lake by Shanshan Xia, Xianglin Ji, Lei Meng, Lizhi Zhou

“…This study employed a trait‐based approach, using Linear Mixed Models (LMMs) and Generalized Dissimilarity Modeling (GDM), to quantify the impacts of lakeshore wetland restoration (2020–2023) on wintering waterbird functional diversity. …”
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Controllability and Observability of Heterogeneous Networked Systems With Non-Uniform Node Dimensions and Distinct Inner-Coupling Matrices by Aleena Thomas, Abhijith Ajayakumar, Raju K. George

“…In this paper, controllability and observability of a heterogeneous networked system with Linear Time Invariant (LTI) nodal systems having Multiple-Inputs and Multiple-Outputs (MIMO) aligned in a weighted and directed network topology are studied. …”
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Evaluating and Quantifying User and Carer Involvement in Mental Health Care Planning (EQUIP): Co-Development of a New Patient-Reported Outcome Measure. by Penny Bee, Chris Gibbons, Patrick Callaghan, Claire Fraser, Karina Lovell

“…The 'Evaluating the Quality of User and Carer Involvement in Care Planning (EQUIP)' scale displays excellent psychometric properties and is capable of unidimensional linear measurement. The scale is short, user and carer-centred and will be of direct benefit to clinicians, services, auditors and researchers wishing to quantify levels of user and carer involvement in care planning.…”
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Light intensity and type of container on producing Cassia grandis L. f. seedlings by Caio C. P. Leal, Salvador B. Torres, Rômulo M. O. de Freitas, Narjara W. Nogueira, Raul M. de Farias

“…Means were compared by Tukey test at 0.05 probability level and adjustments for the non-linear regression polynomial curves for the assessed characteristics were computed in function of time. …”
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Raman Spectra Classification of Pharmaceutical Compounds: A Benchmark of Machine Learning Models with SHAP-Based Explainability by Dimitris Kalatzis, Alkmini Nega, Yiannis Kiouvrekis

“…The results demonstrate outstanding classification performance across models, with linear SVM achieving the highest accuracy of 99.88%, followed closely by CNN (99.26%). …”
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Accurate total consumer price index forecasting with data augmentation, multivariate features, and sentiment analysis: A case study in Korea. by Injae Seo, Minkyoung Kim, Jong Wook Kim, Beakcheol Jang

“…To address these challenges, we propose a novel framework consisting of four key components: (1) a hybrid Convolutional Neural Network-Long Short-Term Memory mechanism designed to capture complex patterns in CPI data, enhancing estimation accuracy; (2) multivariate inputs that incorporate CPI component indices alongside auxiliary variables for richer contextual information; (3) data augmentation through linear interpolation to convert monthly data into daily data, optimizing it for highly parametrized deep learning models; and (4) sentiment index derived from Korean CPI-related news articles, providing insights into external factors influencing CPI fluctuations. …”
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Using Electrode Made of Carbon Nanotubes and Bismuth Oxide for the Determination of Metal Concentration by Anodic Stripping Voltammetry by Thi Thu Phuong Nguyen, Xuan Gian Trinh, Dao Thi To Uyen

“…The DP-ASV method used fabricated electrodes with a linear response range from 1.5–20 μg·L−1 with Cd(II) and Pb(II) and 2.5–20 μg·L−1 with In(III); low detection limit (LOD) of 0.22 μg·L−1 with Cd(II), 0.65 μg·L−1 with In(III), and 0.26 μg·L−1 with Pb(II); and good repeatability with relative standard deviations (RSD) of 2.65%, 2.51%, and 3.34% with Cd(II), Pb(II), and In(III), respectively (n = 8). …”
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Intention to use mobile health in antenatal care service: Among primary health care unit workers, Bench-Sheko zone, southwest Ethiopia. by Shimeles Wondimu, Mohamed J Abawari, Yohannes Kebede

“…SPSS version 25 was used for data analysis, including multivariable linear regression modeling. The response rate was 98.7%. …”
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Permeability and Induced Polarization of Mudstones by Klaudio Peshtani, Andreas Weller, Lee Slater

“…The formation factor also exerts the primary control on induced polarization (IP) parameters, whereas Spor shows no relation to the IP parameters. A strong linear relationship is found between IP parameters (imaginary conductivity and normalized chargeability) and surface conductivity, although the proportionality factor is significantly lower than those observed in more permeable rocks and sediments. …”
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Stability of Non-Uniform Soils Slope with Tension Cracks Under Unsaturated Flow Conditions by Jing Zhang, Jinyu Dong, Ying Zhao, Yukai Wang, Yang Cheng

“…The failure surface consists of a series of log-spiral segments instead of linear segments employed in previous studies. Two kinds of cracks—open cracks and formation cracks—are considered in the stability analysis. …”
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Evolutions of Anisotropic Hydraulic Properties of Rough-Walled Rock Fractures under Different Shear Displacements by Dapeng Lu

“…The first stage is that T/T0 approximately holds a constant value of 1.0 when J is small indicating that the fluid flow is in the linear regime. The last two stages are that T/T0 decreases with the continuous increase of J, and the reduction rate first increases and then decreases. …”
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The analysis of spring wheat productivity by the method of principal component by R. I. Ibyatov, F. Sh. Shaykhutdinov, A. A. Valiev

“…Each principal component has been presented as a linear combination of factor loadings and factors. …”
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Assessment of arrhythmias and heart rate response in healthy adolescents performing face immersion and body submersion in ice‐cold water by Anna Lundström, Marcus Karlsson, Annika Rydberg, Urban Wiklund

“…During the first 30 seconds of IWI, boys maintained a steady HR (p = 0.176), while girls experienced a near‐linear reduction (p = 0.009). This study indicates a low risk of severe arrhythmias when briefly immersing the body in ice‐cold water in healthy adolescents. …”
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Risk assessment & safety performance indicators in designing and constructing phase of Agglomeration Project, Bafgh by naser Hasheminejad, gholamhosein Halvani, mojtaba Moghadasi, farzane Zolala, mahdiye Shafiezadeh

“…In the next step for determining the relationship between the initial risk assessment codes (RAC1) and safety performance indicators (AFR, ASR and FSI), Pearson correlation coefficient was showed an inverse and quite significant relationship between RAC1 and safety performance indicators. Linear regression equation showed that for every one unit increase in RAC1, the AFR, ASR and FSI, was reduced 14.9, 110.37 and 1.24 respectively. …”
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Electric vehicle charging load prediction method based on multi-objective modal decomposition and NAHL neural network by GUO Xinzhe, WANG Yeqin, WANG Chao, WU Mingjiang, YANG Yan, ZHANG Chu

“…The non-dominated sorting genetic algorithm II (NSGAII) is improved by using the simulated binary crossover (SBX) and linear decreasing mutation (LDM), known as the NSGAII-LDSBX algorithm. …”
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Drone State Estimation Based on Frame-to-Frame Template Matching with Optimal Windows by Seokwon Yeom

“…The size and location of the windows are obtained by minimizing the sum of the least square errors between the piecewise linear regression model and the nonlinear image-to-position conversion function. …”
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Accessibility and influencing factors of leisure agriculture demonstration sites in Guangdong Province based on GWR model by Zhenjie Liao, Lijuan Zhang

“…At the same time, through the accessibility calculation formula, OLS linear regression and GWR model, the accessibility, influencing factors and spatial alienation effect of leisure agriculture demonstration sites are systematically explored. …”
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Optimizing Matrix-Vector Operations With CGLA for High-Performance Approximate k-NN Search by Dohyun Kim, Yasuhiko Nakashima

“…The primary innovation lies in the optimization technique known as IMAX3–a Coarse-Grained Linear Array (CGLA)–which effectively leverages local memory to retain vectors between queries. …”
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