Modelling maintenance scheduling strategies for highway networks. by Bao Tong, Jianwei Wang, Xue Wang, Feihao Zhou, Xinhua Mao, Yaxin Duan

“…We formulate MMS as a mixed integer linear programming model subject to the constraints of the quantity of manpower and the worst-first maintenance sequence. …”
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Fuzzy logic-based automatic voltage regulator integrated adaptive vehicle-to-grid controller for ancillary services support by Hemant Kumar, Abdul Gafoor Shaik, Ravi Yadav

“…In this work, a modified AVR control loop is designed, combining the battery characteristics with linear controllers to generate additional damping vectors for frequency oscillations. …”
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An Efficient Multisensor Hybrid Data Fusion Approach Based on Artificial Neural Networks and Particle Swarm Optimization Algorithms by Luc Eyembe Ihonock, Jean-François Dikoundou Essiben, Benjamin Salomon Diboma, Joe Suk Yong

“…The results of the proposed method show an overall detection accuracy in linear deployment geometry of 97.308%. Then, the circular deployment geometry obtained a detection accuracy of 97.005%. …”
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Simulations reveal variability in exposure to drier conditions during timing of budbreak for tree species of the mixedwood forests of Québec, Canada by Benjamin Marquis

“…Climate data was obtained from four CMIP6 climate models from 1950−2100 for two socioeconomic pathways at two locations, one in the temperate forest and one in the boreal mixedwood forest. Using linear regressions, the anomaly, which results from the difference between the historical mean (1950−1980) and the yearly values in timing of budbreak was predicted by the anomaly in drought index (SPEI) per site, climate model, socioeconomic pathways, and species with early or late budbreak timing. …”
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Association between body roundness index and advanced cardiovascular-kidney-metabolic syndrome by Yuehui Chen, Hongxiang Tu, Min Liang, Mo Shen

“…Smoothed curve-fitting analyses showed a linear trend. Subgroup analyses yielded results consistent with the total results. …”
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Ecological interactions driving spring dynamics of Aurelia aurita medusae (Linnaeus, 1758) in the western and north-western Black Sea by Vesselina Vasileva Mihneva, Elitsa Slaveva Stefanova, Kremena Blagovestova Stefanova

“…Regional variations in mean size distribution, depth-related patterns and non-linear predator-prey dynamics emphasise the role of local environmental conditions in regulating the A. aurita medusa population during the spring post-strobilation phase.…”
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The relationship between smartphone addiction and sleep quality in older adults: the mediating role of loneliness and depression by Hui-Jing Lai, Xiao-Xiao Mei, Shao-Juan Huang, Xiao-Na Wu, Jiang-Yun Liang, Li-Ming Zhou, Zeng-Jie Ye

“…Methods A survey of 200 older adults individuals was conducted using the Smartphone Addiction Scale-Short Version (SAS-SV) for smartphone addiction, Pittsburgh Sleep Quality Index (PSQI) for sleep quality, Geriatric Depression Scale-15 (GDS-15) for depression, and DeJong Gierveld Loneliness Scale (DGLS) for loneliness. Linear regression and mediation analysis were performed for statistical analysis. …”
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Issues in Using Self-Organizing Maps in Human Movement and Sport Science by Serrien B., Goossens M., Baeyens J-P.

“…SOMs are an attractive tool for analysing this problem because of their ability to reduce the highdimensional time series to a two-dimensional problem while preserving the topological, non-linear relations in the original data. In a first step, we systematically search the SOM parameter space for a set of options that produces significantly lower continuity, accuracy and combined map errors and we discuss the sensitivity of SOM-based analyses of coordination variability to changes in training parameters. …”
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Effects of rotation and chemical reactions on an electroconvection in Maxwell dielectric nanofluids within anisotropic porous media by S. Sridhar, M. Muthtamilselvan, Kyubok Ahn

“…By introducing perturbations in the physical parameters, the study derives a set of ordinary linear differential equations that characterize the system's response to external influences. …”
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Simplified internal models in human control of complex objects. by Salah Bazzi, Stephan Stansfield, Neville Hogan, Dagmar Sternad

“…However, these studies only considered unconstrained reaching without any object involved or, at most, linear mass-spring systems with relatively simple dynamics. …”
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Quantum Exact Response Theory Based on the Dissipation Function by Enrico Greppi, Lamberto Rondoni

“…In many quantum systems, it has not yet been possible to overcome the perturbative approach, and the most developed theory is the linear one. Extensions of the exact response theory developed in the field of nonequilibrium molecular dynamics could prove useful in quantum mechanics, as perturbations of small systems or far-from-equilibrium states cannot always be taken as small perturbations. …”
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Pengaruh Pengalaman Dan Etika Profesi Terhadap Penghentian Prematur Sign Off Audit Prosedur Dengan Time Pressure Sebagai Varibel Moderasi by Yunikartika Ahmad, Andi Wawo, Raodahtul Jannah

“…Metode pengujian hipotesis menggunakan analisis regresi linear berganda dan analisis statistik tersebut dilakukan dengan menggunakan bantuan program aplikasi SPSS 25. …”
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Twin Challenges in Türkiye: Exclusive Breastfeeding Rates and Predictors of Breastfeeding Duration in a Tertiary Care Center by Ayça Kömürlüoğlu, Gökçe Çıplak

“…Univariate analyses were performed to assess associations with EBF and breastfeeding duration, while multiple linear regression was performed to identify the independent predictors of breastfeeding. …”
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AI-driven non-destructive detection of meat freshness using a multi-indicator sensor array and smartphone technology by Saman Abdanan Mehdizadeh, Mohammad Noshad, Mahsa Chaharlangi, Yiannis Ampatzidis

“…Classification was performed using Linear Discriminant Analysis-Principal Component Analysis (LDA-PCA) models and genetic programming (GP). …”
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Ultrasonographic Prediction of Difficult Laryngoscopy in Obese Patients by Amit Sharma, Swaran Bhalla

“…Ultrasound quantification of the anterior neck soft tissue was performed using a high-frequency (13–6 MHz) linear transducer. The distance from the skin to the anterior aspect of the trachea was measured at two levels: VCs and HB. …”
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Multi-scale and multi-context interpretable mapping of cell states across heterogeneous spatial samples by Patrick C. N. Martin, Wenqi Wang, Hyobin Kim, Henrietta Holze, Paul B. Fisher, Arturo P. Saavedra, Robert A. Winn, Esha Madan, Rajan Gogna, Kyoung Jae Won

“…To address this challenge, we developed an interpretable cell mapping strategy based on solving a Linear Assignment Problem (LAP) where the total cost is computed by considering cells and their niches. …”
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Analysis of Precision Regulation Pathways for Thermal Substation Supply–Demand Balance by Jiaxiang Yin, Pengpeng Zhao, Jinda Wang

“…This model is rigorously validated against four flow characteristics (linear, equal percentage, quick-opening, and parabolic) and critical impedance parameters (maximum/minimum controllable impedance). …”
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Comparative metabolism of conjugated and unconjugated pterins in Crithidia, Leishmania and African trypanosomes. by Han B Ong, Susan Wyllie, Alan H Fairlamb

“…A common feature of pterins that support growth is the presence of at least one or more linear carbon substituents at position 6 of the pteridine ring with at least one hydroxyl group, ideally in the 1S configuration. …”
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Mean-variance investment and risk control strategies for a dynamic contagion process with diffusion by Xiuxian Chen, Zhongyang Sun, Dan Zhu

“…In order to address this MV problem, we employed a suite of mathematical techniques, including the stochastic maximum principle (SMP), backward stochastic differential equations (BSDEs), and linear-quadratic (LQ) control techniques. These methodologies facilitated the derivation of both the efficient strategy and the efficient frontier. …”
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DeepContainer: A Deep Learning-based Framework for Real-time Anomaly Detection in Cloud-Native Container Environments by Ke Xiong, Zhonghao Wu,  Xuzhong Jia

“…The framework maintains linear scalability up to 10,000 monitored containers while achieving a false positive rate of 0.008. …”
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