The Effect of Efficiency and Cost Changes in Labor Factor on Physical Capital Investments: Dynamic Panel Data Analysis by Ali İhsan Öztürk

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Post‐release acclimation of translocated low‐elevation, non‐migratory bighorn sheep by Justin G. Clapp, Jeffrey L. Beck, Kenneth G. Gerow

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Electroencephalogram biomarkers as predictors of mortality and functional recovery in patients with severe traumatic brain injury: Protocol study by Walter Gomes da Silva Filho, Layza Julhia do Nascimento Moura, Arthur Barcelos Massariol Nascimento, Gabrielle Cristina Tessmann, Fabricia Silva Miranda, Vitória Caroline Reinoso de Almeida, Bárbara Vargens Broedel, Miller Lucas de Faria, Fernando Zanela da Silva Arêas

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Retracted: Exploration of Flood Prediction in Watersheds Based on the Fusion Analysis of Remote Sensing Big Data with Multiple Physical Fields by Journal of Function Spaces

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ACTION: Augmentation and computation toolbox for brain network analysis with functional MRI by Yuqi Fang, Junhao Zhang, Linmin Wang, Qianqian Wang, Mingxia Liu

“…Moreover, current studies usually focus on analyzing fMRI using conventional machine learning models that rely on human-engineered fMRI features, without investigating deep learning models that can automatically learn data-driven fMRI representations. In this work, we develop an open-source toolbox, called Augmentation and Computation Toolbox for braIn netwOrk aNalysis (ACTION), offering comprehensive functions to streamline fMRI analysis. …”
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Structure and dynamics analysis of brain functional hypernetworks based on the null models by Chen Cheng, Yao Li, Chunyan Wang, Yanli Yang, Hao Guo

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Comprehensive Analysis of the Expression, Prognosis and Function of TRAF Family Proteins 
in NSCLC by Yixuan WANG, Qiang CHEN, Yaguang FAN, Shuqi TU, Yang ZHANG, Xiuwen ZHANG, Hongli PAN, Xuexia ZHOU, Xuebing LI

“…The aim of this study was to investigate the expression of TRAFs in different tissues and cancer types, as well as its mRNA expression, protein expression, prognostic significance and functional enrichment analysis in non-small cell lung cancer (NSCLC), in order to provide new strategies for the diagnosis and treatment of NSCLC. …”
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Mapping urban functional zones with remote sensing and geospatial big data: a systematic review by Shouhang Du, Xiuyuan Zhang, Yichen Lei, Xin Huang, Wei Tu, Bo Liu, Qingyan Meng, Shihong Du

“…In this study, we provide a comprehensive review of the existing literature on UFZ mapping using remote sensing and geospatial big data. Specifically, this study summarizes the state of the art from three perspectives: spatial analysis units, representation features derived from multi-source data, and the function classification methods of UFZs. …”
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Functional Principal Components Analysis of Shanghai Stock Exchange 50 Index by Zhiliang Wang, Yalin Sun, Peng Li

“…The main purpose of this paper is to explore the principle components of Shanghai stock exchange 50 index by means of functional principal component analysis (FPCA). Functional data analysis (FDA) deals with random variables (or process) with realizations in the smooth functional space. …”
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A Feature-Selective Independent Component Analysis Method for Functional MRI by Yi-Ou Li, Tülay Adali, Vince D. Calhoun

“…In this work, we propose a simple and effective scheme to incorporate prior knowledge about the sources of interest (SOIs) in independent component analysis (ICA) and apply the method to estimate brain activations from functional magnetic resonance imaging (fMRI) data. …”
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Correlation analysis between serum Klotho and cognitive function in diabetes individuals by Li Gong, Qing Ge

“…Abstract Background The relationship between Klotho, blood glucose levels, and cognitive function is well-established. However, limited data exist on the association between Klotho and cognitive function in diabetes individuals. …”
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Comparative Analysis of Transfer Function Method with Advanced Flood Prediction Techniques by Jafar Chabokpour

“…However, compared to the other models, which took 0.5–8 s, it had a much larger computational time, 120 s for a 72-h simulation. The sensitivity analysis returned variable model responses to the quality of the input data; an input variation of 20% reduced the NSE of the Saint-Venant model to 0.73 and that of the Transfer Function to 0.44. …”
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NETWORK OPTIMIZATION FOR EFFICIENT DATA TRANSMISSION IN AN IOT NETWORK USING ITERATIVE HYBRID GREY WOLF COOT OPTIMIZATION AND DYNAMIC PHYSICALLY UNCLONABLE FUNCTIONS by Varalakshmi Kalluru, Azad S.M.A.K

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Integrated analysis of the functions and prognostic values of RNA-binding proteins in neuroblastoma. by Jun Yang, Jiaying Zhou, Cuili Li, Shaohua Wang

“…Lasso regression and Cox regression analyses identified the five most important differentially expressed genes and were used to construct a new prognostic model. The function and prognostic value of these RBPs were systematically studied and the predictive accuracy verified in an independent dataset.…”
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Effect of cochlear implant surgery on vestibular function: meta-analysis study by Iman Ibrahim, Sabrina Daniela da Silva, Bernard Segal, Anthony Zeitouni

“…Objective To evaluate the effects of CI surgery on vestibular function in adult patients (≥18 years) with sensorineural hearing loss who underwent unilateral or bilateral implantation. …”
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Integrating EMR-linked and in vivo functional genetic data to identify new genotype-phenotype associations. by Jonathan D Mosley, Sara L Van Driest, Peter E Weeke, Jessica T Delaney, Quinn S Wells, Lisa Bastarache, Dan M Roden, Josh C Denny

“…The coupling of electronic medical records (EMR) with genetic data has created the potential for implementing reverse genetic approaches in humans, whereby the function of a gene is inferred from the shared pattern of morbidity among homozygotes of a genetic variant. …”
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Dynamic time-varying transfer function for cancer gene expression data feature selection problem by Hao-Ming Song, Yu-Cai Wang, Jie-Sheng Wang, Yu-Wei Song, Shi Li, Yu-Liang Qi, Jia-Ning Hou

“…Feature selection (FS) serves as a crucial preprocessing step in addressing these data mining challenges. To tackle the issue of FS in cancer gene expression data, a novel transfer function structure known as the dynamic time-varying transfer function was proposed. …”
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Linear analysis of bump on tail instability with non-Maxwellian distribution function by Noreen, N, Shiekh, A, Habumugisha, I, Zaheer, S, AShah, H

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THE MEANINGS, PURPOSE AND FUNCTION OF THE CONTEMPORARY RUSSIAN GRADUATE SCHOOL: PROBLEM ANALYSIS by Sergey Bobryshov, Natalia Dzhegutanova

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Conversational Analysis: Types and Function of Speech Acts in EFL Classroom Interactions by Hieronimus Canggung Darong

“…Observational data was collected and analyzed according to Conversation Analysis standards (CA). …”
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