The Identification of Patterns in the Relation Between Biodiversity and Mutualistic Ecosystem Function Based on Network Resilience by Changchun Lv, Ye Zhang, Yulin Lei, Ziwei Yuan, Dongli Duan

“…By analyzing network resilience, we derive the average abundance and tipping point of the ecosystem to represent ecosystem functions. …”
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Optimization of the Loess Plateau of the China Ecological Network Pattern Based on a PLUS Model by Xiaoyan Luo, Xun Luo, Xianhua Yang, Jian Wang, Jialing Liao, Yu He, Ye Du, Ye Yang

“…We utilized the PLUS (Patch-generating Land Use Simulation) model to simulate the land use patterns of the Loess Plateau of China under four different development scenarios in 2030, constructed the corresponding ecological network, and evaluated the network structure. …”
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Mapping grey matter and network abnormalities in seizure-onset patterns via stereotactic EEG by Tao Feng, Yanfeng Yang, Yihe Wang, Xiaotong Fan, Tianren Wang, Sichang Chen, Penghu Wei, Yongzhi Shan, Guoguang Zhao

“…VBM identified grey matter volume (GMV) abnormalities, and IDSCNs evaluated patient-specific network disruptions. Hierarchical clustering explored network subtypes, and ROC analysis assessed the predictive value of VBM and IDSCN measures for surgical outcomes. …”
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Artificial Neural Networks with various Transfer Functions for Modeling Rainfall Patterns in Sokoto, Nigeria by C. S. Ofordu, A. J. Adeyi, E. O. Okoro

“…Hence, the objective of this paper is to employ Artificial Neural Networks (ANNs) with various transfer functions for modeling rainfall patterns  in Sokoto, Nigeria. …”
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DPSTCN: Dynamic Pattern-Aware Spatio-Temporal Convolutional Networks for Traffic Flow Forecasting by Zeping Dou, Danhuai Guo

“…To address these complexities head-on, this paper introduces a novel solution in the form of Dynamic Pattern-aware Spatio-Temporal Convolutional Networks (DPSTCN). …”
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Detecting Fraudulent Transactions for Different Patterns in Financial Networks Using Layer Weigthed GCN by Shaziya Islam, Gagan Raj Gupta, Apu Chakraborty, Santosh Singh, Anisha Soni, Chhavi Patle

“…This paper introduces LayerWeighted-GCN (LWG), a novel Graph Neural Network (GNN) model for fraud detection, along with a synthetic dataset named SIFT (Synthetic Insights for Fraudulent Transactions). …”
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Enhancing market trend prediction using convolutional neural networks on Japanese candlestick patterns by Edrees Ramadan Mersal, Kürşat Mustafa Karaoğlan, Hakan Kutucu

“…This study discusses using Japanese candlestick (JC) patterns to predict future price movements in financial markets. …”
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Comparative effect of dietary patterns on selected cardiovascular risk factors: A network study by Yajing Sun, Mingjing Shang, Yujiao Zhang, Jun Hu, Haiyan Wang

“…This network meta-analysis (NMA) systematically evaluates the impact of eight dietary patterns on cardiovascular risk markers. …”
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Intelligent recognition method for urban road grid patterns by fusing mesh and road features by Zhekun Huang, Haizhong Qian, Zhongxiang Cai, Andong Wang, Junwei Wang, Feng Xiong

“…The road grid pattern (RGP) is a common spatial structure in urban road networks, and is important for revealing urban development, population distribution, and functional area delineation. …”
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Knowledge Graph Completion With Pattern-Based Methods by Maryam Sabet, Mohammadreza Pajoohan, Mohammad Reza Moosavi

“…We use global internal information, namely patterns, by adapting the minimum-cost circulation problem to the flow network. …”
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A Framework for Evaluating Driving Patterns of Automated Vehicle Based on On-Road Driving Records by Younghoon Seo, Donghyun Lim, Jooyoung Lee, Jaehyun So, Hyungjoo Kim

“…In this study, we propose a methodology for driving pattern analysis based on a hybrid clustering algorithm that combines the self-organizing map (SOM) and the K-means++ algorithm. …”
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Unsupervised post-training learning in spiking neural networks by Reyhaneh Naderi, Arash Rezaei, Mahmood Amiri, Herbert Peremans

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Capturing Spatial-Temporal Traffic Patterns: A Dynamic Partitioning Strategy for Heterogeneous Traffic Networks by Xianyue Peng, Hao Wang

“…We devise a spatial-temporal dual-form graph to accurately represent the road network’s spatial-temporal traffic patterns. …”
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Construction of Ecological Security Pattern of Urban Agglomeration Based on Multi-Scale Ecological Corridor Networks by Qianli Ouyang, Bohong Zheng, Xi Luo, Shengyan Wu

“…First, ecological sources at different scales were identified and optimized using morphological spatial pattern analysis, ecosystem service supply assessment, landscape connectivity evaluation, and ecological demand intensity analysis. …”
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Application of smart technologies for predicting soil erosion patterns by Rana Muhammad Adnan Ikram, Mo Wang, Hossein Moayedi, Atefeh Ahmadi Dehrashid, Shiva Gharibi, Jing-Cheng Han

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Efficient Classification and Rapid Processing of Big Data in Power Distribution Networks by Luan Ning, Cheng Li, Wang Dingji, Wang Shuaimei

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Scientometric Mapping of Global Scientific Production on Obstetric Violence: Visualization, Emerging Patterns, and Collaborative Networks by Victor Roman-Lazarte, Raquel Flor De María Tumialan-Hilario, Frank Mayta-Tovalino

“…It is a common problem that can occur across all health care facilities. This study aims to evaluate the global scientific production of obstetric violence in the Scopus database, visualizing emerging patterns, identifying key terms and trending topics, and mapping collaborative networks. …”
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Regional network covariance patterns of white matter integrity related to cardiorespiratory fitness in healthy aging by Samantha G. Smith, Samantha G. Smith, Pradyumna K. Bharadwaj, Pradyumna K. Bharadwaj, David A. Raichlen, David A. Raichlen, Matthew D. Grilli, Matthew D. Grilli, Matthew D. Grilli, Jessica R. Andrews-Hanna, Jessica R. Andrews-Hanna, Georg A. Hishaw, Matthew J. Huentelman, Matthew J. Huentelman, Matthew J. Huentelman, Theodore P. Trouard, Theodore P. Trouard, Theodore P. Trouard, Gene E. Alexander, Gene E. Alexander, Gene E. Alexander, Gene E. Alexander, Gene E. Alexander, Gene E. Alexander

“…We used a multivariate analysis method, the Scaled Subprofile Model (SSM), to identify network patterns of MRI tract-specific white matter integrity (WMI) for AD, RD, MD, and FA related to VO2max and to evaluate their relation to demographic, vascular health, and dementia risk factors in 167 cognitively unimpaired older adults, ages 50 to 88. …”
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An Innovative Linear Wireless Sensor Network Reliability Evaluation Algorithm by Tao Ma, Huidong Guo, Xin Li

“…To ensure the reliability of monitoring services, evaluating the network’s reliability is particularly important. …”
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Utilização de redes neurais artificiais para avaliação de produtividade do solo, visando classificação de terras para irrigação Use of artificial neural networks for evaluation of... by Luciana C. Bucene, Luiz H. A. Rodrigues

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