Analyzing gait data measured by wearable cyborg hybrid assistive limb during assisted walking: gait pattern clustering by Yasuko Namikawa, Hiroaki Kawamoto, Hiroaki Kawamoto, Hiroaki Kawamoto, Akira Uehara, Akira Uehara, Yoshiyuki Sankai, Yoshiyuki Sankai, Yoshiyuki Sankai

“…For each measured item, principal component analysis was applied to the gait time-series data to extract the features of the gait patterns, followed by hierarchical cluster analysis to generate subgroups based on the principal component scores. …”
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Mapping Nationwide Subfield Division Dynamics in Saudi Arabia Using Temporal Patterns of Sentinel-2 NDVI and Machine Learning by Ting Li, Oliver Miguel Lopez Valencia, Matthew F. McCabe

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Spatiotemporal pattern analysis of land use in Jiangsu Province based on long-term time series remote sensing images by Zhendong Ji, Lingzhi Yin, Jinhong Wang

“…Studying spatiotemporal patterns of land use is crucial for optimal land resource allocation and sustainable development. …”
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Optimizing Landscape Patterns for Tea Plantation Agroecosystems: A Case Study of an Important Agricultural Heritage System in Enshi, China by Jiaqian Wu, Chunyang Li, Tong Wang

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Predictions of the Chinese Forest Frog (<i>Rana chensinensis</i>) Distribution Pattern Under Climate Change up to 2090s by Ying Fu, Juanjuan Lu, Pinhong Yang, Jie Pi

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Spatiotemporal pattern evolution and quantitative prediction of electrical carbon emissions from a demand-side perspective in urban areas by Ying Tian, Hui Cao, Dapeng Yan, Jinmei Chen, Yayan Hua

“…Abstract Amid global climate change, analyzing spatiotemporal patterns and predicting urban demand-side electrical carbon emissions is vital for regional low-carbon transitions. …”
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Explainable semi-supervised model for predicting invasion depth of esophageal squamous cell carcinoma based on the IPCL and AVA patterns by Liumin Kang, Jinzhou Zhu, Haoxiang Ni, Shiqi Zhu, Lihe Liu, Jiaxi Lin, Yu Wang, Xiaohua Shi, Rui Li

“…We aimed to develop explainable semi-supervised models for predicting ESCC invasion depth based on the IPCL/AVA patterns. …”
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Mapping Crop Types and Cropping Patterns Using Multiple-Source Satellite Datasets in Subtropical Hilly and Mountainous Region of China by Yaoliang Chen, Zhiying Xu, Hongfeng Xu, Zhihong Xu, Dacheng Wang, Xiaojian Yan

“…A timely and accurate distribution of crop types and cropping patterns provides a crucial reference for the management of agriculture and food security. …”
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(Non)specific interaction patterns in families raising a child with disability or chronic illness: a latent profile analysis by Ariadna Łada-Maśko, Urszula Sajewicz-Radtke, Paweł Jurek, Paweł Jurek, Michał Olech, Bartosz M. Radtke, Małgorzata Lipowska

“…Therefore, the results suggest that family interaction patterns varied independently of the presence of a child with a disability. …”
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Features and Regional Disparities of Consultancy Services in Romania by Tudor Ciumara, Iulia Lupu

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Features of the functioning of regional airports in the context of the development of the Russian air transportation market by I. N. Rykova, A. A. Alaev, R. S. Gubanov

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CubicPat: Investigations on the Mental Performance and Stress Detection Using EEG Signals by Ugur Ince, Yunus Talu, Aleyna Duz, Suat Tas, Dahiru Tanko, Irem Tasci, Sengul Dogan, Abdul Hafeez Baig, Emrah Aydemir, Turker Tuncer

“…To achieve classification and explainable results, a new XFE model was developed, incorporating a novel feature extraction function called Cubic Pattern (CubicPat), which generates a three-dimensional feature vector by coding channels. …”
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Unraveling Demographic Patterns in Hepatitis B Clinical and Laboratory Profiles: Insights From a Ghanaian Cohort: A Retrospective Study by Napoleon Bellua Sam, Saeed Folorunsho Majeed, Adams Dramani

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Spatial Patterns and Perception Differences in Slow-Tourism Behavior: Insights from Popular Citywalk Routes in Chengdu, Wuhan, and Shanghai, China by Han Chenglong, Li Lingling, Li Gang, Lan Li, He Ying, Guo Jianying

“…Differing historical backgrounds create distinct urban cultural features, lifestyles, and tourism resources, which affect the direction of slow-tourism development. …”
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Genome-wide identification of GATA family genes in sweet potato (Ipomoea batatas L.) and their expression patterns under abiotic stress by Chong Wang, Mengjiao Lan, Manqiu Xiao, Ying Peng, Ying Peng, Hao Pan, Jiaqi Deng, Wensheng Wu

“…Overall, this experiment conducted a systematic exploration of GATA genes by investigating their evolutionary relationships, structural characteristics, functional properties, and expression patterns, thereby establishing a theoretical foundation for further in-depth research on the features of the GATA gene family.…”
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Patterns of peasant way of life in Tobolsk province in the second half of the XIXth century (on the materials of N.N. Mataev’s personal archive) by I. S. Ivanchenko

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Landscape Pattern Changes and Ecological Vulnerability Assessment in Mountainous Regions: A Multi-Scale Analysis of Heishui County, Southwest China by Weiqi Gu, Hong Fu, Wen Jin

“…Against the backdrop of intensifying global climate change, the impact of land use pattern changes on ecosystem vulnerability has garnered increasing attention. …”
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The influence of the perinatal chronic hyperglycaemia on the pattern of NOS isoforms expression in left ventricle myocardium in male rats of pre-pubertal age by O. V. Gancheva, Yu. M. Kolesnyk, Yu. I. Vorodeeva

“…With the aim to analyze the pattern of the NOS isoforms expression in 5 um histological slices of left ventricle myocardium we have carried out a complex of histochemical assays. …”
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A neuromorphic model of active vision shows how spatiotemporal encoding in lobula neurons can aid pattern recognition in bees by HaDi MaBouDi, Mark Roper, Marie-Geneviève Guiraud, Mikko Juusola, Lars Chittka, James AR Marshall

“…The model demonstrates robust performance in pattern recognition, implying a similar encoding mechanism in insects. …”
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Quantifying intratumoral heterogeneity within sub-regions to predict high-grade patterns in clinical stage I solid lung adenocarcinoma by Zhichao Zuo, Jinqiu Deng, Wu Ge, Yinjun Zhou, Haibo Liu, Wei Zhang, Ying Zeng

“…Abstract Background This study aims to quantify intratumoral heterogeneity (ITH) using preoperative CT image and evaluate its ability to predict pathological high-grade patterns, specifically micropapillary and/or solid components (MP/S), in patients diagnosed with clinical stage I solid lung adenocarcinoma (LADC). …”
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