Characterization of the avian influenza viruses distribution in the environment of live poultry market in China, 2019–2023 by Hong Bo, Ye Zhang, Jie Dong, Xiyan Li, Xiang Zhao, Hejiang Wei, Zi Li, Dayan Wang

“…Chi-square test was used for statistical analysis of categorical variable, GraphPad Prism software were used to construct graphs. …”
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A Language and Its Dimensions: Intrinsic Dimensions of Language Fractal Structures by Vasilii A. Gromov, Nikita S. Borodin, Asel S. Yerbolova

“…To this end, we employ methods based on (1) topological data analysis and (2) a minimum spanning tree of a data graph for a cloud of points considered (Steele theorem). …”
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Tracking acute flaccid paralysis in Niger: a half-decade epidemiological portrait (2016–2021) by El Khalef Ishagh, Marc Talatou Ouédraogo, Batouré Oumarou, Mutenda Sheria Kaya, Gbaguidi Aichatou Diawara, Abdoulaye Macire Camara, Seyni Moussa, Kuyangisa Bienvenu, Joseph Toko, Hamidou Harouna, Haladou Moussa, N.’Zue Kofi, Jacques L. Tamuzi, Patrick D. M. C. Katoto, Charles S. Wiysonge, Blanche-Philomene Melanga Anya, Manengu Casimir Tshikolasoni

“…Tables, graphs, and maps presented the study findings. Results A total of 4,134 AFP cases under 15 years old were included, with a sex ratio of 1.3. …”
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Magnitude and determinants of isolated systolic hypertension among type 2 diabetes patients in selected referral hospitals in Amhara Region, Ethiopia by Deresse Sinamaw Asmare, Tadegew Adane Abebe, Mezgebu Miskir, Baye Ashenef, Adane Adugna, Yalew Muche, Abateneh Melkamu, Mohammed Jemal, Mamaru Getinet, Enyew Fenta Mengistu, Gashaw Azanaw Amare, Habtamu Belew, Bantayehu Addis Tegegne, Temesgen Baylie, Aysheshim Belaineh Haimanot

“…Referral hospitals were chosen using simple random sampling. Additionally, participants in the study were chosen from the designated referral hospitals using systematic sampling approaches. …”
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New Fluorometric Method for the Determination of Ketotifen Fumarate Using Continuous Flow Injection Analysis via ISNAG-fluorimeter by Turkie et al.

“…The method was applied using flow injection system of a new homemade ISNAG fluorimeter with fluorescence measurements at ± 90◦ via 2×4 solar cell. The calibration graph was linear in the range of 1-45 mmol/L, with correlation coefficient r = 0.9762 and the limit of detection 29.785 µg/sample from the stepwise dilution for the minimum concentration in the linear dynamic ranged of the calibration graph. …”
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STUDY THE TREE FORM FOR Pinus brutia Ten. SPECE IN NINEVAH STANDS by Muzahm S.Younis

“…By using four methods (form factors. form quotients. form point and stem taper) applications to sample of 56 trees of pinus. We are obtaining the value of absolute F.F.. …”
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A spatial scene reconstruction framework in emergency response scenario by Nan Zheng, Danhuai Guo

“…In addition, a high-quality training sample set of “text-scene-knowledge graph” was constructed.…”
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Locality preserving partial least squares discriminant analysis for face recognition by Muhammad Aminu, Noor Atinah Ahmad

“…The locality preserving feature captures the within group structural information via a similarity graph. The ability of LPPLS-DA to capture local structures allows it to be better suited for face recognition. …”
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Basic Study on Evaluation of Earphone Hearing Loss - Audiogram Database for Ear Age Estimation - by Hirotoshi Hishida, Tomoki Watanabe, Yamato Fujii, Yasuhiro Hishida, Keiko Hishida

“…While a Caucasian population was sampled in a previous study, a Japanese sample was considered in the present study. …”
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PatentGrapher: A PLM-GNNs Hybrid Model for Comprehensive Patent Plagiarism Detection Across Full Claim Texts by Yongluo Shen, Zexi Lin

“…To overcome the limitations of existing models in handling the extended textual features of patent claim documents, this research presents the PatentGraph model, which integrates Pretrained Language Model (PLM) with Graph Neural Networks (GNNs). …”
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Study of crystal property prediction based on dual attention mechanism and transfer learning by Yongyin Xu, Wei Deng, Jiaxin Zheng

“…To avoid the step of manual feature engineering when predicting crystal properties, a graph convolutional neural network based on the dual attention mechanism, named DA-CGCNN, is proposed. …”
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Triadic balance and network evolution in predictive models of signed networks by Hsuan-Wei Lee, Pei-Chin Lu, Hsiang-Chuan Sha, Hsini Huang

“…To address the complexity of multi-layer networks derived from signed networks, we modify the temporal exponential random graph model framework. Our method significantly improves out-of-sample prediction accuracy for network ties, with additional predictive power from incorporating negative network information. …”
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Interpolation and differentiation of alchemical degrees of freedom in machine learning interatomic potentials by Juno Nam, Jiayu Peng, Rafael Gómez-Bombarelli

“…However, the computational cost of MLIPs limits their applicability to chemically disordered systems requiring large simulation cells or to sample-intensive statistical methods. Here, we report the use of continuous and differentiable alchemical degrees of freedom in atomistic materials simulations, exploiting the fact that graph neural network MLIPs represent discrete elements as real-valued tensors. …”
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A novel adaptive safe semi-supervised learning framework for pattern extraction and classification by Jun Ma, Junjie Li, Jiachen Sun

“…Manifold regularization semi-supervised learning is a powerful graph-based semi-supervised learning method. However, the performance of semi-supervised learning methods based on manifold regularization depends to some extent on the quality of the manifold graph and unlabeled samples. …”
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A meta-learning approach for selectivity prediction in asymmetric catalysis by Sukriti Singh, José Miguel Hernández-Lobato

“…A good model performance on an out-of-sample test set further indicates the general applicability of our approach. …”
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Prediction of Post-Diagnostic Decisions for Tested Hand Grenades’ Fuzes Using Decision Trees by Dariusz AMPUŁA

“…A sheet with risk assessment and standard error for the learning sample and the v-fold cross-check were presented. …”
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Characteristics and Comorbidities Influencing Mortality Risk Among Hereditary Angioedema Patients by Subhan Khalid, Alan T. Hitch

“… # Methods Data from the 2021 Nationwide Inpatient Sample were used to identify hospitalized patients with HA. …”
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A Conceptual Model and Evaluating Experiments for Studying the Effect of Soil Deformation on Its Permeability by Masoud Enayat, Gholamreza Shoaei, Mohammad Reza Nikudel

“…Our results show that the theoretical k(e) graph agrees more with the measured k(e) graph in medium to dense samples that might have no macropore. …”
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Differential effects of aging, Alzheimer's pathology, and APOE4 on longitudinal functional connectivity and episodic memory in older adults by Larissa Fischer, Jenna N. Adams, Eóin N. Molloy, Niklas Vockert, Jennifer Tremblay-Mercier, Jordana Remz, Alexa Pichet Binette, Sylvia Villeneuve, Anne Maass, PREVENT-AD Research Group

“…We used region of interest (ROI)-to-ROI bivariate correlations, graph analysis, and multiple regression models. Results In the amyloid- and tau-negative sample, rsFC strength within PMC, between parahippocampal cortex and inferomedial precuneus, and between posterior hippocampus and inferomedial precuneus decreased over time. …”
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Spectrophotometric Determination of Iron(II) after Solid Phase Extraction of Its 2,2′ Bipyridine Complex on Silica Gel-Polyethylene Glycol by Nahid Pourreza, Saadat Rastegarzadeh, Ali Reza Kiasat, Hossein Yahyavi

“…The calibration graph was linear in the range of 1–60 ng mL−1 of iron(II). …”
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