Multi-Relational Graph Representation Learning for Financial Statement Fraud Detection by Chenxu Wang, Mengqin Wang, Xiaoguang Wang, Luyue Zhang, Yi Long

“…A multi-relational graph is constructed to integrate industrial, supply chain, and accounting-sharing relationships, effectively encapsulating the multidimensional and complex interactions among companies. …”
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The importance of Naples prognostic score in predicting long-term mortality in heart failure patients by Sidar Şiyar Aydın, Selim Aydemir, Murat Özmen, Emrah Aksakal, İbrahim Saraç, Faruk Aydınyılmaz, Onur Altınkaya, Oğuzhan Birdal, İbrahim Halil Tanboğa

“…We carried out Model-1 and -2 Cox regression analyses to identify long-term mortality determinants. Model-2 was constructed by adding NPS to Model-1. NPS was significantly associated with HF mortality (Hazard Ratio: 2.194, 95% Confidence Interval: 1.176–4.091, p = 0.014). …”
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Equivalent method for DFIG wind farms based on modified LightGBM considering voltage deep drop faults by Xuecheng Liu, Peixiao Fan, Jun Yang, Song Ke, Binyu Ma, Yangzhou Pei, Jian Xu

“…The factors influencing the Crowbar action state and trip-off state of wind turbines are identified, and a feature vector for wind turbine operating states is constructed. Second, based on simulations to obtain sample data of wind turbine operating states under different operating scenarios in wind farms, a classification model based on mLightGBM is established. …”
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Predictive Value of Machine Learning Models for Cerebral Edema Risk in Stroke Patients: A Meta‐Analysis by Qi Deng, Yu Yang, Hongyu Bai, Fei Li, Wenluo Zhang, Rong He, Yuming Li

“…Results We included 22 studies with 25,096 stroke patients and 25 models, which were constructed using common and interpretable clinical features. …”
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Acupuncture Modulates Disrupted Whole-Brain Network after Ischemic Stroke: Evidence Based on Graph Theory Analysis by Xiao Han, He Jin, Kuangshi Li, Yanzhe Ning, Lan Jiang, Pei Chen, Hongwei Liu, Yong Zhang, Hua Zhang, Zhongjian Tan, Fangyuan Cui, Yi Ren, Lijun Bai, Yihuai Zou

“…The graph theory analysis was applied using the GRETNA and SPM12 software to construct the whole-brain network and yield the small-world parameters and network efficiency. …”
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Networking Salt Inducible Kinase 1 Regulatory Perturbations on Type 2 Diabetes- Breast Cancer Co-Morbidity Associated Molecular Bridge by Durrani I.A., John P., Bhatti A.

“…To probe into its functional niche within the co-diseasome, this study constructed and subjected SIK1 associated regulome to network modelling. …”
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Impact of climate change over distribution and potential range of chestnut in the Iberian Peninsula by Pedro Álvarez-Álvarez, Adrián Aviñoa-Arias, Adrián Aviñoa-Arias, Emilio Díaz-Varela, José Vicente López-Bao, José Carlos Pérez-Girón

“…Future habitat suitability projections were based on an ensemble of five global circulation models (GCMs) for two climate change scenarios included in CMIP6. The SDMs were constructed using the Random Forest algorithm.Results and DiscussionOur model achieved an accuracy of 86.82%, with high sensitivity (89.91%) and specificity (83.73%). …”
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Design and Test of Real-Time Detection System for Cleaning Loss of Rapeseed Harvester by Yao Yang, Min Zhang, Tao Jiang, Gang Wang, Lan Jiang

“…The distinction threshold for the energy of the impact signals generated by kernels and impurities under the operating wind speed of the cleaning system was found through experiments, and a fitting model relating the fan speed to the distinction threshold was constructed. A loss detection and counting system for rapeseed kernels was designed to realize the statistics and real-time display of rapeseed kernels regarding cleaning loss. …”
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Optimization of Fused Deposition Modeling Parameters for Mechanical Properties of Polylactic Acid Parts Based on Kriging and Cuckoo Search by Yuan Yang, Yiyang Wang, Bowen Xue, Changxu Wang, Bo Yang

“…Secondly, a Kriging-based prediction model for mechanical properties was constructed by learning sample data, and the nonlinear mapping relationship between process parameters and tensile strength was obtained. …”
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Nutrition management programme for older adults in Ningxia nursing homes, China: evidence-based practice and the Delphi method by Haiyan Liu, Li Chen, Yanhua Ning, Yahong Guo, Weijuan Kong, Xiongxiong Lv, Meiman Li, Ting Jiang

“… Abstract Objectives: To construct an evidence-based practice programme for the nutrition management of older adults in nursing homes. …”
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Cocompetitive Characteristics and Quantitative Design of Engineering Parameters for Coal Gas Predrainage Boreholes by Tong-qiang Xia, Jiao-fei He, Zi-long Li, Xiao-yan Sun, Dun-shuai Sun, Jian-hang Lu, Hao-jie Cui

“…The content, method, and principle of optimal spacing parameter design of extraction borehole were proposed, and the constraint conditions and objective function of optimal design were constructed. The flow characteristics of gas extraction using boreholes in the coal seam area and the influence of different parameters on gas extraction effect are studied. …”
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Improving fMRI-Based Autism Severity Identification via Brain Network Distance and Adaptive Label Distribution Learning by Junling Du, Shangyu Wang, Rentong Chen, Shaoping Wang

“…First, a low-level and high-level BFN distance(HBFND) is proposed to construct BFN that reflects differences in ASD severity. …”
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ThermalGS: Dynamic 3D Thermal Reconstruction with Gaussian Splatting by Yuxiang Liu, Xi Chen, Shen Yan, Zeyu Cui, Huaxin Xiao, Yu Liu, Maojun Zhang

“…We introduce feature encoding and embedding networks to integrate semantic and temporal information into the Gaussian primitives, allowing them to capture dynamic thermal radiation characteristics. Moreover, we construct the Thermal Scene Day-and-Night (TSDN) dataset, which includes multi-view, high-resolution aerial RGB reference images and TIR images captured at five different times throughout the day and night, providing a benchmark for dynamic thermal 3D reconstruction tasks. …”
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Cell-free osteoarthritis treatment with dual-engineered chondrocyte-targeted extracellular vesicles derived from mechanical loading primed mesenchymal stem cells by Peng Wang, Haiyue Zhao, Wei Chen, Yuhui Guo, Shuo Zhang, Xin Xing, Shuai Yang, Fengkun Wang, Juan Wang, Zengwu Shao, Yingze Zhang

“…To optimize therapeutic efficacy of EVs, miR-27b-3p is overexpressed within EVs (miR OE -EVs), and a chondrocyte-targeted peptide (CTP) is conjugated to their surface, thereby constructing dual-engineered chondrocyte-targeted EVs (CTP/miR OE -EVs). …”
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Impact of sleep deprivation on colon cancer: Unraveling the KynA-P4HA2-HIF-1α axis in tumor lipid metabolism and metastasis by Zuojie Peng, Jia Song, Wenzhong Zhu, Haijun Bao, Yuan Hu, Yongping Shi, Xukai Cheng, Mi Jiang, Feifei Fang, Jinhuang Chen, Xiaogang Shu

“…Methods: A sleep deprivation liver metastasis model was constructed to evaluate the effect of sleep deprivation on liver metastasis of colon cancer. …”
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Universal Synthesis of Core–Shell‐Structured Ordered Mesoporous Transition Metal Dichalcogenides/Metal Oxides Heterostructures with Active Edge Sites by Zhenliang Li, Yujian Rao, Zhehan Wang, Tuo Zhang, Guodong Wu, Litao Sun, Yuan Ren, Li Tao

“…In this work, a general method is developed to construct ordered mesoporous TMDs/metal oxides (OM‐TMDs/MOs) heterostructures, including WS2/WO3, WSe2/WO3, WTe2/WO3, MoS2/MoO3, and V3S4/V2O3, through one‐step thermal sulfurization (selenidation/tellurization) of self‐assembled amphiphilic block copolymer/polyoxometalates clusters nanocomposites with ordered mesostructures. …”
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Pluripotency of Dental Pulp Cells and Periodontal Ligament Cells Was Enhanced through Cell-Cell Communication via STAT3/Oct-4/Sox2 Signaling by Zhengjun Peng, Lu Liu, Wenyu Zhang, Xi Wei

“…To elucidate the signaling network that regulates the pluripotency of DPCs and PDLCs, proliferation, apoptosis, cell cycle, and the expression of Oct-4/Sox2/c-Myc in DPCs and PDLCs with indirect/direct coculture were examined. PCR arrays were constructed to identify genes that were differentially expressed, and the results were confirmed by a rat model with injury. …”
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ANN-based software cost estimation with input from COCOMO: CANN model by Chaudhry Hamza Rashid, Imran Shafi, Bilal Hassan Ahmed Khattak, Mejdl Safran, Sultan Alfarhood, Imran Ashraf

“…This research aims to identify the factors that influence the software effort estimation using the constructive cost model (COCOMO), and artificial neural networks (ANN) model by introducing a novel cost estimation approach, COCOMO-ANN (CANN), utilizing a partially connected neural network (PCNN) with inputs derived from calibrated values of the COCOMO model. …”
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Identification of Target Genes of Antiarrhythmic Traditional Chinese Medicine Wenxin Keli by Yusi Yao, Yuhong Liu, Zhihuan Zeng, Yanqun Zhao, Tudi Li, Rong Chen, Rendan Zhang

“…Five pathways were enriched, and an “ingredient-gene-path” network was constructed. WXKL markedly decreased the incidence of arrhythmia in the MI pig model (P<0.05). …”
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Spatial variation of land use carbon budget and zoning for carbon compensation in the Huai River Eco-economic Belt, China by Hongwen Xu, Xiaorui Tao, Yan Lu, Yuexiang Wang, Hui Li, Zhengwei Ye

“…The paper uses the carbon emission coefficient method to analyze the carbon revenue and expenditure of kinds of land-use patterns, and constructs the carbon compensation model with the help of the carbon budget concentration index and the dominant comparative advantage index, and puts forward the carbon compensation zoning program. …”
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