Soil moisture forecasting in wireless sensor networks via spatiotemporal graph convolutional networks by Weixuan Wang, Yating Wei, Longfei Hao, Zushuai Wei, Tianjie Zhao

“…Graph neural network is adept at capturing and utilizing the complex spatiotemporal relationships and patterns inherent in graph‐structured data, thereby enhancing prediction accuracy. …”
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The Dark Side of Social Media: Analysing Dark Pattern Combinations and Their Impacts by Hansika Ukgoda

“…This study explored dark patterns on social media networking sites (SNSs), focusing on two key questions: Do platforms use specific dark patterns in combination, and how do these combinations impact user interaction and experience? …”
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POI Recommendation Scheme Based on User Activity Patterns and Category Similarity by Jongtae Lim, Seoheui Lee, He Li, Kyoungsoo Bok, Jaesoo Yoo

“…The utilization of location-based social networks to provide point-of-interest (POI) recommendation services has been the subject of extensive research in recent years. …”
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Identifying systematic heterogeneity patterns in genetic association meta-analysis studies. by Lerato E Magosi, Anuj Goel, Jemma C Hopewell, Martin Farrall, CARDIoGRAMplusC4D Consortium

“…Q, I2) are not suited to identifying locus-specific from more systematic multi-locus or genome-wide patterns of heterogeneity. We have developed and evaluated an aggregate heterogeneity M statistic that combines between-study heterogeneity information across multiple genetic variants, to reveal systematic patterns of heterogeneity that elude conventional single variant analysis. …”
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Personalized region of interest recommendation through adaptive fusion of multi-dimensional user preferences by Qing Tang, Shenghua Xu, Zhuolu Wang, Yong Wang, Shichuan Liu, Haiqin Hua

“…This process involves analyzing users’ historical check-in data within location networks, which helps capture spatial activity preferences and predict regional movement patterns. …”
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Construction and Evaluation of Urban Green Infrastructure in Ecologically Vulnerable Areas Based on Multi-Scale and Multi-Objective Approaches: Taking the Four-Lake Hydrographic Ne... by Wenhao Cheng, Caihong Ma

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Clogging Patterns of Urban Road Storm-Water Inlets Caused by Floating Debris by BU Lianghe, HOU Jingming, LYU Jiahao, WANG Ziyi, FAN Chenchen, LI Peng

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Analyzing spatiotemporal congestion pattern on urban roads based on taxi GPS data by Kaisheng Zhang, Daniel (Jian) Sun, Suwan Shen, Yi Zhu

“…Fuzzy C-means clustering was used to conduct an exhaustive study on 24-hour congestion pattern of road segments in urban area, so that the spatial autoregressive moving average model (SARMA) was introduced to analyze the output from the clustering analysis to establish the relationship between built environment and the 24-hour congestion pattern. …”
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Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach. by Andre F Marquand, Maurizio Filippone, John Ashburner, Mark Girolami, Janaina Mourao-Miranda, Gareth J Barker, Steven C R Williams, P Nigel Leigh, Camilla R V Blain

“…An advanced probabilistic pattern recognition approach was employed to evaluate the diagnostic value of several pre-defined anatomical patterns for discriminating the disorders, including: (i) a subcortical motor network; (ii) each of its component regions and (iii) the whole brain. …”
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Multimodal EEG-fNIRS Seizure Pattern Decoding Using Vision Transformer by Rafat Damseh, Abdelhadi Hireche, Parikshat Sirpal, Abdelkader Nasreddine Belkacem

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Urban Spatial Patterns of Banda Aceh Using a Shannon Entropy Method by Amir Murtadha*, Noer Fadhly, Muhammad Rusdi

“…Policymakers need a simple method to control and evaluate urban sprawl. This study integrates Shannon's Entropy model with remote sensing and GIS to analyze the pattern of sprawl in each sub-district in Banda Aceh City based on two aspects of distance, namely distance to the city center and road network in order to illustrate the pattern of urban sprawl. …”
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A systematic review on reverse-zoonosis: Global impact and changes in transmission patterns by Zakaria Al Noman, Shadia Tasnim, Rony Ibne Masud, Tasnia Tabassum Anika, Md. Saiful Islam, Al Muksit Mohammad Taufiquer Rahman, Md. Tanvir Rahman

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Biodiversity Patterns and DNA Barcode Gap Analysis of COI in Coastal Lagoons of Albania by Mariola Ismailaj, Francesco Zangaro, Valeria Specchia, Franca Sangiorgio, Francesca Marcucci, Hajdar Kiçaj, Alberto Basset, Maurizio Pinna

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Dietary patterns and exposure to non-persistent endocrine-disrupting chemicals during pregnancy by Sarah Warkentin, Sandra Márquez, Hana Vespalcová, Bethany Knox, Mireia Gascon, Nuria Güil-Oumrait, Sandra González-Palacios, Maria Dolores Gomez Roig, Camille Lassale, Elisa Llurba, Matthieu Rolland, Amrit K. Sakhi, Cathrine Thomsen, Jesús Vioque, Mariona Bustamante, Jordi Sunyer, Martine Vrijheid

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Treatment Patterns and Health Care Costs in Commercially Insured Patients with Follicular Lymphoma by Nathan H. Fowler, Guifang Chen, Stephen Lim, Stephanie Manson, Qiufei Ma, Frank Li

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Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis by Tianhang Nan, Song Zheng, Siyuan Qiao, Hao Quan, Xin Gao, Jun Niu, Bin Zheng, Chunfang Guo, Yue Zhang, Xiaoqin Wang, Liping Zhao, Ze Wu, Yaoxing Guo, Xingyu Li, Mingchen Zou, Shuangdi Ning, Yue Zhao, Wei Qian, Hongduo Chen, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui

“…To obtain pathologists’ expertise with minimal pathologist workloads then achieve precise diagnostics, we collect the image review patterns of pathologists by eye-tracking devices. Simultaneously, we design a deep learning system: Pathology Expertise Acquisition Network (PEAN), based on the collected visual patterns, which can decode pathologists’ expertise and then diagnose WSIs. …”
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Dermoscopic Patterns of Facial Melanoses in Adult Patients: A Cross-sectional Study by Manjari Annapurna Malladi, Rameez Raja Mullan Abdul, Divya Sri Vaka, Abhilash Bhavani Satya Venkata Subrahmanya Pampana, Susmitha Kattamsetty

“…Different pigmentary conditions exhibit specific pigment patterns, networks and special features on dermoscopy, which aid in their diagnosis. …”
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Analysis of anomalous behaviour in network systems using deep reinforcement learning with convolutional neural network architecture by Mohammad Hossein Modirrousta, Parisa Forghani Arani, Reza Kazemi, Mahdi Aliyari‐Shoorehdeli

“…AbstractTo gain access to networks, various intrusion attack types have been developed and enhanced. …”
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Traffic Pattern Analysis at Urban Intersections through Vehicle Detection in Aerial Imagery by R. Bahmanyar, J. Hellekes, M. Mühlhaus, V. Gstaiger, F. Kurz

“…This approach allows us to infer vehicle density, identify queuing patterns, and analyze traffic light cycles. Such analysis can assess the robustness of signal timing under different traffic flows and the factors that influence intersection performance. …”
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Neural Patterns of Social Pain in the Brain‐Wide Representations Across Social Contexts by Xiaodong Zhang, Peng Qing, Qi Liu, Can Liu, Lei Liu, Xianyang Gan, Kun Fu, Chunmei Lan, Xinqi Zhou, Keith M. Kendrick, Benjamin Becker, Weihua Zhao

“…Here, it is combined fMRI with multivariate pattern analysis (MVPA) to establish neurofunctional models for social pain triggered by observing social exclusion and separation naturistic stimuli. …”
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