Statistical Analysis of Novel Ensemble Recursive Radial Basis Function Neural Network Performance on Global Solar Irradiance Forecasting by Manoharan Madhiarasan, Mohamed Louzazni, Brahim Belmahdi

“…This paper proposes a novel global solar irradiance forecasting model based on the ensemble recursive radial basis function neural networks (ERRBFNNs). The various atmospheric inputs based on the built ensemble recursive radial basis function neural networks make the network more stable and robust to climatic uncertainty. …”
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The Integration of Epistasis Network and Functional Interactions in a GWAS Implicates RXR Pathway Genes in the Immune Response to Smallpox Vaccine. by Brett A McKinney, Caleb Lareau, Ann L Oberg, Richard B Kennedy, Inna G Ovsyannikova, Gregory A Poland

“…We test this method for augmenting variant-based network analyses with functional interactions by applying it to a smallpox vaccine immune response GWAS. …”
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Transcranial magnetic stimulation improves language and language network functional connectivity in a patient with logopenic primary progressive aphasia by Alexandra Touroutoglou, Yuta Katsumi, Neguine Rezaii, Thiago Paranhos, Amelia Jones, Daisy Hochberg, Megan Quimby, Shalom K. Henderson, Bonnie Wong, Michael Brickhouse, Joan A. Camprodon, Bradford C. Dickerson, Mark C. Eldaief

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Hippocampal-prefrontal functional neural networks in a rat model of fragile X syndrome are poorly organized with limited resiliency by Mohamed Ouardouz, Patrick Jasinski, Mohamed Khalife, J. Matthew Mahoney, Amanda E. Hernan, Rod C. Scott

“…The genetic mutation results in multiple molecular alterations that are hypothesized to negatively impact neural circuit development although the nature of any functional neural dynamic consequences remain unclear. …”
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The Impact of Different Types of Exercise on Executive Functions in Overweight/Obese Individuals: A Systematic Review and Network Meta-Analysis by Jia Guo, Jingqi Liu, Ruihan Zhu, Guochun Liu, Man Zheng, Chunmei Cao

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Constructing an Ecological Spatial Network Optimization Framework from the Pattern–Process–Function Perspective: A Case Study in Wuhan by An Tong, Yan Zhou, Tao Chen, Zihan Qu

“…Under the continuous disturbance of ecosystems driven by urbanization, landscape fragmentation and the disruption of ecological processes and functions are key challenges in optimizing ecological networks (EN). …”
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Transcutaneous auricular vagus nerve stimulation enhances structural and functional remodeling in sensorimotor networks following intracerebral hemorrhage in rats by Jun Zhang, Zengyu Zhang, Lichao Wei, Dewen Ru, Meihua Wang, Pengfei Fu, Weijian Yang, Gang Wu, Lei Yang, Caihua Xi, Xiangru Ye, Yuwen Zhang, He Wang, Jin Hu, Qiang Yuan

“…This study investigated the effects of transcutaneous auricular vagus nerve stimulation (taVNS) on structural and functional remodeling in the sensorimotor networks of rats with ICH, using multi-scale analyses spanning micro-, meso-, and macro-levels. …”
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Enhanced Self‐Healing in Dual Network Entangled Hydrogels by Macromolecular Architecture and Alignment of Surface Functionalized hBN Nanosheets by Chirag R. Ratwani, Katarzyna Z. Donato, Sergey Grebenchuk, Alice Mija, Kostya S. Novoselov, Amr M. Abdelkader

“…This improvement is attributed to enhanced barrier properties within the matrix due to the alignment of surface‐functionalized 2D hBN nanosheets along the biopolymer scaffold. …”
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Network relationship between cognitive function and quality of life in community-dwelling older adults: an observational study from Beijing by Yitian Ye, Yichun Zhang, Jiaju Ren, Yanbo Zhu, Yanbo Zhu

“…Network analysis graphs were developed to investigate the interrelationships among variables, identify central nodes, and evaluate stability.ResultsIn the network, the dimensions of social functioning, role-physical, physical functioning, general health, vitality, orientation, and language showed high centrality strength. …”
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A Modified Kalman Filter Based on Radial Basis Function Neural Networks for the Improvement of Numerical Weather Prediction Models by Athanasios Donas, George Galanis, Ioannis Pytharoulis, Ioannis Th. Famelis

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Abnormal Functional Connectivity of the Primary Sensory Network in Autism Spectrum Disorder: Sex Differences, Early Overdevelopment, and Clinical Significance by Yanan Zhang, Quan Zhou, Limei Gao, Jingwen Li, Hong Li, Gong‐Jun Ji, Hua Yang, Enze Wang, Kai Wang, Dandan Li

“…ABSTRACT Introduction Primary sensory processing is atypical in patients with autism spectrum disorder (ASD) and affects daily functioning. However, the functional connectivity (FC) patterns of primary networks in ASD have not been systematically investigated. …”
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Comparative efficacy of neuroprotective agents for improving neurological function and prognosis in acute ischemic stroke: a network meta-analysis by Yuchen Wang, Yuchen Wang, Mengqi Li, Mengqi Li, Yuye Jiang, Yuye Jiang, Qiuhong Ji

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Hayai-Annotation: A functional gene prediction tool that integrates orthologs and gene ontology for network analysis in plant species by Andrea Ghelfi, Sachiko Isobe

Subjects: “…Functional annotation…”
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Abnormal Functional Network Centrality and Causal Connectivity in Migraine Without Aura: A Resting‐State fMRI Study by Di Zhang, Liyan Lu, Xiaobin Huang, Xiaojing Zhao, Yamei Zhang, Tong Fu, Fengfang Li, Xinying Wu

“…Thus, this study aimed to evaluate the changes in effective connectivity (EC) in the brain functional network underlying migraine and its association with clinical measures of migraine. …”
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Corrigendum: Omics multi-layers networks provide novel mechanistic and functional insights into fat storage and lipid metabolism in poultry by Farzad Ghafouri, Abolfazl Bahrami, Abolfazl Bahrami, Mostafa Sadeghi, Seyed Reza Miraei-Ashtiani, Maryam Bakherad, Herman W. Barkema, Samantha Larose

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A diagnosis method based on graph neural networks embedded with multirelationships of intrinsic mode functions for multiple mechanical faults by Bin Wang, Manyi Wang, Yadong Xu, Liangkuan Wang, Shiyu Chen, Xuanshi Chen

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Sport-specific impacts of ball games on adolescent brain function: a network meta-analysis of executive cognitive tasks by Yang Wang, Zixuan Luo, Tongyan Zhang, Muyan Zhang, Leonid Kapilevich, Jiale Wang

“…Abstract Background Adolescence represents a sensitive developmental window for brain maturation, particularly for executive functions, which are crucial for goal-directed behavior and long-term mental health. …”
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The importance of transportation networks and urban services in assessing the functional balance of human settlements: The case of the Makkah region in Saudi Arabia by Amani Derbali, Salma Dwidar, Amal Abdelsattar, Donia Abdelgawad, Abdallah Farhi

“…Our investigation highlights the limitations of the region’s urban structure and suggests solutions for addressing their root causes by comparing the current state of the region’s population, which houses 132 urban centers, and an alternative model based on a gravitational urban law utilizing Reilly’s law of retail gravitation (1931), which manipulates data relevant to population and transportation networks. The investigation is then enhanced by additional factors such as the functional weight, retail services, and services related to pilgrims’ rituals. …”
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Comprehensive characterization of the competitive endogenous RNA network revealing its immune-related functions in hepatic ischemia-reperfusion injury. by Lirong Liu, Qi Wang, Shuang Qin, Chang Su, Xin Hai, Zhenkuan Yuan

“…Biological function analysis showed that the HIRI-related ceRNA network contributes to HIRI progression by regulating calcium ion-related regulatory pathways and processes. …”
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A robust Parkinson’s disease detection model based on time-varying synaptic efficacy function in spiking neural network by Priya Das, Sarita Nanda, Ganapati Panda, Sujata Dash, Amel Ksibi, Shrooq Alsenan, Wided Bouchelligua, Saurav Mallik

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