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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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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Analysis of the Construction and Evolution of Ecological Security Patterns in Karst Areas by FU Li, PENG Shuangyun, GONG Luping, HUANG Bangmei, MA Dongling, ZHU Ziyi

“…［Methods］ Based on the evaluation of ecosystem service importance and ecological sensitivity, in combination with methods such as MSPA, MCR, and the gravity model, the ecological security pattern of the Pearl River source region from 1990 to 2020 was constructed, and its spatial-temporal evolution characteristics were analyzed. …”
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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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APPLYING SOME MATCHING ALGORITHMS FOR SEQUENCE IGNATURE TO ANALYZE AND DETECT ENTRIES INTO SYSTEM NETWORKS by Pham Nguyen Huy Phuong, Dang Le Nam

“…Nowadays, developing and evaluating pattern matching algorithms for the identification of network-attack has been constantly evolving. …”
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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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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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Spatiotemporal evolutionary patterns and influencing factors of urban carbon emissions in China by Qifeng Meng, Chunyi Li

“…On this basis, local Moran’s index, Social Network Analysis (SNA), and the Multiscale Geographically Weighted Regression (MGWR) model were employed to analyze spatial–temporal evolution patterns and influencing factors of urban carbon emissions. …”
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Construction of Ecological Security Pattern in Beijing City Based on Minimum Resistance Model by Han Ruiying, Zhao Zhiping, Xiao Nengwen, Shi Nana, Sun Guang, Gao Xiaoqi

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Mitigating the Concurrent Interference of Electrode Shift and Loosening in Myoelectric Pattern Recognition Using Siamese Autoencoder Network by Ge Gao, Xu Zhang, Xiang Chen, Zhang Chen

“…The objective of this work is to develop a novel myoelectric pattern recognition (MPR) method to mitigate the concurrent interference of electrode shift and loosening, thereby improving the practicality of MPR-based gestural interfaces towards intelligent control. …”
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Multi-Scale Venation Pattern Analysis for Medicinal Plant Species Recognition by Arnav Sanjay Karnik, Nikhil Nair, Yashas Sagili, P. B. Pb

“…To validate the effectiveness of our approach, we developed and evaluated three distinct model architectures: 1) a modified ResNet-50 model utilizing transfer learning with an adapted input pipeline for venation-aware channels; 2) a custom-built convolutional neural network, VenationNet, explicitly designed for multi-scale venation analysis; and 3) a Dual-Stream CNN architecture that processes leaf texture and venation maps independently before merging via attention-based fusion. …”
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Identifying Barong Tagalog Textile Using Convolutional Neural Network and Support Vector Machine with Structural Pattern Segmentation by Jeff B. Totesora, Edward C. Torralba, Cyrel O. Manlises

“…To identify structural patterns in textile classification, machine learning was used. …”
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Algorithm for analyzing randomness in point patterns by Tony Sampaio, Jorge Rocha, Cláudia M. Viana, Silvana Camboin, Fábio Marcelo Breunig, Edenilson Nascimento, Elaine de Cacia de Lima Frick

“…However, what is deemed ``random'’ in point spatial patterns may be influenced by socio-environmental factors such as wetlands or transportation networks. …”
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Consturction and Optimination of Urban Ecological Space Network Based on MSPA Model and Ecological Protection Importance Evaluation by Wang Kun, Ma Chunxu, Zheng Yihan, Tian Xin, Hong Li, Liu Dan

Subjects: “…ecological network…”
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