Providing context: Extracting non-linear and dynamic temporal motifs from brain activity. by Eloy Geenjaar, Donghyun Kim, Vince Calhoun

“…Approaches studying the dynamics of resting-state functional magnetic resonance imaging (rs-fMRI) activity often focus on time-resolved functional connectivity (tr-FC). …”
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HYBRID FIREFLY AND PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DESIGN OF NON-LINEAR CHANNEL EQUALIZER by Vundavalli Ravindra, Pradyumna Kumar Mohapatra, Ravi Narayan Panda, Saroja Kumar Rout

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Sufficient conditions for convergence of positive solutions to linearized two-dimensional sediment transport problem by Alexander I. Sukhinov, Valentina V. Sidoryakina, Andrey A. Sukhinov

“…Earlier, the authors have proved the existence and uniqueness of the solution to a linear tasks chain. Prior estimate of the proximity of the linearized problem chain solution to the initial non-linear task solution has been also obtained. …”
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Determining the relationship between mobile phone network signal strength and radiofrequency electromagnetic field exposure: protocol and pilot study to derive conversion functions... by Lea Belácková, Isabelle Deltour, Florence Guida, Marco Zahner, Arno Thielens, Nekane Sandoval-Diez, Anke Huss, Hamed Jalilian, Jürg Fröhlich, Martin Röösli, Adriana Fernandes Veludo

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Simultaneous Model Change Detection in Multivariate Linear Regression With Application to Indonesian Economic Growth Data by Wayan Somayasa, Muhammad Kabil Djafar, Norma Muhtar, Desak Ketut Sutiari

“…In this paper, we study asymptotic model change detection in multivariate linear regression by using the Kolmogorov–Smirnov function of the partial sum process of recursive residuals. …”
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Mediating role of gut microbiota on Baduanjin for cognitive function in community-dwelling older adults with mild cognitive impairment: a study protocol for a cluster randomised co... by Guohua Zheng, Liwei Sun, Qian Geng

“…As a typical traditional Chinese mind-body exercise, regular Baduanjin training has been shown to improve cognitive function and modulate the gut microbiome in community-dwelling older adults. …”
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Genome-wide identification, evolutionary analysis of 4CL gene family and expression analysis in banana by Mengge Wang, Liang Jia, Yanying Liu, Chunyu Zhang, Yukun Chen, Yuling Lin, Yuji Huang, Zhongxiong Lai

“…Musa acuminata genomics has 22 and 19 pairs of co-linear members with Musa balbisiana and Musa itinerans genomics, respectively.The above results provide a good foundation for further research on the function of the 4CL genes and resistance breeding.Highlights Twenty 4CL gene family members were found in banana (Musa acuminata) genomes.Banana 4CLs were expressed in response to low temperature stress.The members of the banana 4CL gene family were found to be relatively structurally diverse, and it was further hypothesised that 4CL may be involved in plant lignin synthesis and closely related to the process of plant differentiation into monocotyledons and dicotyledons, based on the hypothesis of Huang et al.…”
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Can spirometry improve the performance of cardiovascular risk model in high-risk Eastern European countries? by Tatyana Court, Naděžda Čapková, Andrzej Pająk, Abdonas Tamošiūnas, Martin Bobák, Martin Bobák, Hynek Pikhart, Hynek Pikhart

“…AimsImpaired lung function has been strongly associated with cardiovascular disease (CVD) events. …”
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Development of Robot Hands for Linear Parallel Pinching and Self-adaptive Grasping with Springs and Hoeckens Linkage by Yankai Liu, Wenzeng Zhang

“…The theoretical analysis and experimental results show that the SHKL hand has the functions of linear parallel pinching and self-adaptive grasping. …”
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Diagnostic accuracy of heart rate variability as a screening tool for mild neurocognitive disorder by Julia Czopek-Rowinska, Eling D. de Bruin, Eling D. de Bruin, Eling D. de Bruin, Patrick Manser, Patrick Manser

“…Sensitivity and specificity were calculated based on the optimal threshold provided by Youden’s Index. Multiple linear regression analyses were conducted to investigate the relationship between vm-HRV and executive functioning and depression.ResultsThis analysis included 42 HOA and 29 individuals with mNCD. …”
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Hybrid B-spline collocation method with particle swarm optimization for solving linear differential problems by Seherish Naz Khalid Ali Khan, Md Yushalify Misro

“…Among these methods, CHBSM has been shown to produce the most accurate approximations due to the presence of a free parameter, $ \gamma $, which allows for greater flexibility in the basis functions. …”
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Synthesis Based on Linearization of Vector Speed Control of an Induction Motor without a Speed Sensor by O. F. Opeiko

“…Stability is guaranteed in this well-known structure, obtained on the basis of Lyapunov functions, but it remains problematic to calculate the parameters of regulators and an adaptive model to ensure high-quality dynamics of the system. …”
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High-dimensional outlier detection based on deep belief network and linear one-class SVM by Haoqi LI, Na YING, Chunsheng GUO, Jinhua WANG

“…Aiming at the difficulties in high-dimensional outlier detection at present,an algorithm of high-dimensional outlier detection based on deep belief network and linear one-class SVM was proposed.The algorithm firstly used the deep belief network which had a good performance in the feature extraction to realize the dimensionality reduction of high-dimensional data,and then the outlier detection was achieved based on a one-class SVM with the linear kernel function.High-dimensional data sets in UCI machine learning repository were selected to experiment,result shows that the algorithm has obvious advantages in detection accuracy and computational complexity.Compared with the PCA-SVDD algorithm,the detection accuracy is improved by 4.65%.Compared with the automatic encoder algorithm,its training time and testing time decrease significantly.…”
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Course Scheduling Using Genetic Algorithms Enhanced by Linear Regression for Data Mining Course Participants by Arie Susetio Utami, Agust Isa Martinus, Freddy Wicaksono, Rangga Manggala Yudha

“…Lecture scheduling uses a Genetic Algorithm with a fitness function for the number of cross-class schedules - contracted by repeating students - that conflict with the chromosomes used by courses, classes, lecturers, rooms, schedules, and others. …”
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A negative combined effect of exposure to maternal Mn-Cu-Rb-Fe metal mixtures on gestational anemia, and the mediating role of creatinine in the Guangxi Birth Cohort Study (GBCS):... by Yuen Zhong, Yu Bao, Hong Cheng, Chaoqun Liu, Shengzhu Huang, Hualong Qiu, Honglin Huang, Jiajun Ren, Hailiu Jin, Caitong He, Long Tian, Yu Zhang, Bangzhu Luo, Tao Liang, Mujun Li, Zengnan Mo, Longman Li, Xiaobo Yang

“…The link between individual metals and gestational anemia has been established, but the impact of metal mixtures and the mediating role of renal function on gestational anemia remain inconclusive. …”
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Systematic discovery of linear binding motifs targeting an ancient protein interaction surface on MAP kinases by András Zeke, Tomas Bastys, Anita Alexa, Ágnes Garai, Bálint Mészáros, Klára Kirsch, Zsuzsanna Dosztányi, Olga V Kalinina, Attila Reményi

“…The analysis produced an extensive list of independently evolved linear binding motifs from a functionally diverse set of proteins. …”
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Gain-Scheduled Disturbance Observer-Based Saturated Controllers for Non-Linear First-Order System by Mikulas Huba, Pavol Bistak, Damir Vrancic

“…This novel approach emphasizes that the entire process input signal has to be constructed by adding the control increment calculated by the linearization to the value of the considered operating point. …”
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A linear tessellation model for the identification of "food desert": A case study of Shanghai, China. by Lu Wang, Yakun He, Zhonghai Yu, Hongrui Wang, Wenjuan Ye, Xin Li, Yingping Liu, Junxiao Zhang

“…Considering the actual travel constraints, the GPS trajectory data of four travel modes (walking, bicycle, metro and taxi) are applied to calculate the speed of each linear unit. Secondly, the "food desert" phenomenon in Shanghai are identified combing with the results of the network K-function. …”
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Linear perturbations of the Bloch type of space-periodic magnetohydrodynamic steady states. I. Mathematical preliminaries by Chertovskih R, Zheligovsky V

“…We consider Bloch eigenmodes in three linear stability problems: the kinematic dynamo problem, the hydrodynamic and MHD stability problem for steady space-periodic flows and MHD states. …”
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Different rs-fMRI Data Processing Methods in the Study of Vascular Cognitive Impairment by Ying GUAN, Luwen ZHU, Feng WANG, Danna CAO, Xiaoling LI, Qiang TANG

“…Different data processing methods have different meanings, advantages and disadvantages, and application value, and different data processing and analysis methods have some differences in the results, such as ALFF and ReHo, which belong to the analysis method of local functional activity characteristics; functional connectivity and brain network belong to linear correlation analysis method. …”
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