Comparative Analysis of Time Series Prediction Algorithms on Multiple Network Function Data of NWDAF by Dasheng Chen, Qi Song, Yinbin Zhang, Ling Li, Zhiming Yang

“…It encompasses eight categories of network functions, with data collected at five-minute intervals. …”
Get full text

Urban Area Function Zoning Based on User Relationships in Location-Based Social Networks by Fei Hao, Junzhe Zhang, Zongtao Duan, Liang Zhao, Lantian Guo, Doo-Soon Park

“…After clustering, the result of urban area function zoning can be achieved. Extensive experiments are conducted for demonstrating the effectiveness of our proposed algorithm in this paper. …”
Get full text

Performance of functionalized CNT membranes for desalination - Parametric effects and Artificial neural network modelling by Deepa Durairaj, Santhosh Paramasivam, Natarajan Rajamohan, Manivasagan Rajasimman, Ragothaman M. Yennamalli, Roberto Baccoli, Gianluca Gatto

“…Efficient salt removal was observed with amino-functionalized SWCNTs (84 % salt rejection with 2500 mg/l feed) compared to other functionalized MWCNTs at a flow rate of 200 ml/h. …”
Get full text

Disruption of Multimodal Brain Networks and Structural-Functional Coupling in Adolescents with Major Depressive Disorder by Wang Y, Wei J, Yan Y, Wang M, Fan H, Du Y, Yang X, Ma X, Ma X

“…Additionally, we identified structural-functional coupling differences in three brain areas, specifically the posterior cingulate cortex and the ventral visual cortex.Conclusion: Adolescent MDD involves disruptions in brain structural networks, functional networks, and structural-functional coupling. …”
Get full text

Network analysis of depressive symptoms, cognitive functioning, and life satisfaction among healthcare workers by Xiumei Hou, Yan Wang, Yang Wu, Qinge Shen, Ping Liu, Yunshuai Xu, Jicheng Dong, Yaping Wang, Yaping Wang, Min Chen, Min Chen, Jian Cui

“…Regularized partial correlation network analysis was conducted, focusing on the strength values and predictability of each item in the network. …”
Get full text

THE SOLUTION OF THE APPROXIMATION PROBLEM OF NONLINEAR DEPENDANCES USING ARTIFICIAL NEURAL NETWORKS by V. N. Ageyev

“…One of the problems in the development of the ANN is the choice of an appropriate activation function for neurons of the hidden layer and adjusting the parameters of the function in the learning process of the network. …”
Get full text

Cellulose Functional Gels: Physical Design and Promising Applications by Minxin Wang, Geyuan Jiang, Xiaoyu Guo, Suqing Zeng, Dawei Zhao

“…Additionally, structural design and self‐assembly of cellulose at the molecular level can endow cellulose gels with diverse functions, such as stretchability, high toughness, ionic conductivity, and self‐healing ability. …”
Get full text

Optimal exercise interventions for enhancing cognitive function in older adults: a network meta-analysis by Han Han, Jinhao Zhang, Fan Zhang, Fanghui Li, Zhijian Wu

“…A network meta-analysis assessed the relative effects of each exercise modality on global cognition, executive function (including inhibitory control, task-switching ability, and working memory), and memory function. …”
Get full text

Retracted: Function Matching of Terminal Modules of Intelligent Furniture for Elderly Based on Wireless Sensor Network by Chengmin Zhou, Xin Luo, Ting Huang, Tao Zhou

“…Therefore, it is very necessary to actively carry out research on the function matching of smart adaptable furniture terminal modules based on wireless sensor networks. …”
Get full text

Discussion on the Function and Interface Schemes for Interlocking System of Multi-level Railway Network Junction Station by ZHANG Minhui, WU Ruhan, LIU Huaxiang, SONG Rui

“…In order to meet the new demands of multi-network interoperation, it is necessary to conduct in-depth research and propose interlocking functions and interface configuration solutions for junction stations. …”
Get full text

Aberrant resting-state functional network centrality and cognitive impairment in unmedicated, euthymic bipolar patients by Hong Li, Qijin Wu, Jiahui Wang, Xiaobin Zhang, Huihui Song, Dong Wang

“…Additionally, we identified intranetwork and internetwork functional connectivity alterations in the default mode network (DMN), fronto-parietal network (FPN), and central executive network (CEN) in euthymic BD patients compared to HC. …”
Get full text

Self‐Attachable and Conductive Hydrogel Adhesive Patch by Sang‐Woo Lee, Geonjun Choi, Jaeil Kim, Seongjin Park, Somi Kim, Junghwa Kang, Salah M. Tawfik, Hoon Eui Jeong

“…However, conventional hydrogels often fail to combine multiple essential functions, such as reusable dry adhesion, strong wet adhesion, and electrical conductivity. …”
Get full text

An Economic Model for Creating a Network Enterprise Architecture by A. А. Bryzgalov, Yu. F. Telnov

“…In order to obtain an economic model for creating the architecture of a network enterprise, a method of functional and cost estimation in the process of dynamic changes in the value chain is proposed.Results. …”
Get full text

DMN network and neurocognitive changes associated with dissociative symptoms in major depressive disorder: a research protocol by Asli Ercan Dogan, Herdem Aslan Genc, Herdem Aslan Genc, Sinem Balaç, Sinem Balaç, Sevin Hun Senol, Görkem Ayas, Zafer Dogan, Emre Bora, Emre Bora, Deniz Ceylan, Deniz Ceylan, Deniz Ceylan, Deniz Ceylan, Vedat Şar

“…Neurocognitive performance will be evaluated through a battery of tests assessing memory, attention, executive function, and processing speed. Structural and functional magnetic resonance imaging (MRI) will be conducted on a 3 Tesla scanner, focusing on the connectivity of the Default Mode Network with key regions such as the orbitofrontal cortex, insula, and posterior cingulate cortex. …”
Get full text

Origin of Dynamic Network Formation of 2D Nanofillers in a Flexible Matrix by Debmalya Roy, Vaishnav B, Subhash Mandal, Ajay Gupta, Benedikt Sochor, Sarathlal Koyiloth Vayalil, Tobias Kraus

“…The in situ ultra‐small‐angle X‐ray scattering analysis performed with simultaneous conductivity measurements, and stretching of flexible film has established a distinct role for loading fraction of functional nanofillers in deciding the stability of conduction networks. …”
Get full text

Non-invasive bio-electromagnetic monitoring of cerebrovascular function: a novel conductivity reactivity index (CRx) for optimal cerebral perfusion pressure in acute brain injury m... by Jia Xu, Haochen Li, Feng Wang, Lian Yan, Gui Jin, Mingsheng Chen, Gen Li, Mingxin Qin

“…A cerebrovascular function monitoring platform was constructed with this sensor, a vector network analyzer, a LabVIEW software platform, and a physiological signal acquisition device to record the MIPS and arterial blood pressure (ABP). …”
Get full text

Study on the relationship between topological characteristics of vegetation ecospatial network and sand fixation function in the Mongolian Plateau

“…The revised wind erosion equation (RWEQ) was then applied to estimate soil wind erosion and evaluate vegetation's sand fixation function for 2020. Correlation analysis was conducted to explore the relationships between VEN topological indicators, vegetation-driven sand fixation, and regional wind erosion. …”
Get full text

Context-dependent PSIICOS: A novel framework for functional connectivity estimation accounting for task-related power leakage by Daria Kleeva, Alexei Ossadtchi

Get full text

Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks by Hanjui Chang, Shuzhou Lu, Yue Sun, Yuntao Lan

“…Abstract This study introduces an innovative multi-objective optimization method based on sequential approximation optimization (SAO) and radial basis function (RBF) networks to enhance the injection molding process for liquid silicone optical lenses. …”
Get full text

Symptom and functional networks of patients with cancer in different latent risk subgroups based on patient-reported outcomes by Xiaojuan Hu, Zhihui Duan, Xiaokun Li, Hongyan Cao, Hui Zhao, Yanbo Zhang

“…We aimed to explore latent risk subgroups and delineate multidimensional networks of symptoms and functions based on PROs in this study. …”
Get full text